Differential Evolution – A Simple and Efficient Heuristic for Global Optimization over Continuous Spaces

Authors:
Rainer Storn;Kenneth Price
Affiliations:
Siemens AG, ZFE T SN2, Otto-Hahn Ring 6, D-81739 Muenchen, Germany. (e-mail:rainer.storn@mchp.siemens.de);836 Owl Circle, Vacaville, CA 95687, U.S.A. (email: kprice@solano.community.net)
Venue:
Journal of Global Optimization
Year:
1997

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Natural frequency based optimal design of a two-link flexible manipulator

ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Learning nonlinear functions with MLPs and SRNs

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Designing Particle Swarm Optimization: performance comparison of two temporally cumulative fitness functions in EPSO

AIA '08 Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications
Recent advances in differential evolution: a survey and experimental analysis

Artificial Intelligence Review
Particle swarm optimization algorithm based on velocity differential mutation

CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Study on RBF NN based on improved differential evolution

CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Baldwinian learning in clonal selection algorithm for optimization

Information Sciences: an International Journal
Computing Nash equilibria through computational intelligence methods

Journal of Computational and Applied Mathematics - Special issue: Selected papers of the international conference on computational methods in sciences and engineering (ICCMSE-2003)
Multi-objective optimum design of balanced SAW filters using generalized differential evolution

WSEAS TRANSACTIONS on SYSTEMS
JADE: adaptive differential evolution with optional external archive

IEEE Transactions on Evolutionary Computation
Wyner-Ziv coding based on TCQ and LDPC codes

IEEE Transactions on Communications
Closed-loop evolutionary multiobjective optimization

IEEE Computational Intelligence Magazine
A prior knowledge based approach to infer gene regulatory networks

ISB '10 Proceedings of the International Symposium on Biocomputing
Solving the frequency assignment problem using genetic algorithms, evolutionary simulated annealing and differential evolution

SE '08 Proceedings of the IASTED International Conference on Software Engineering
Differential evolution with polymorphic schemes

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Memetic algorithms for continuous optimisation based on local search chains

Evolutionary Computation
Optimal manipulator tolerance design using hybrid evolutionary optimization technique

International Journal of Robotics and Automation
Modeling data envelopment analysis by chance method in hybrid uncertain environments

Mathematics and Computers in Simulation
Rapid and brief communication: Evolutionary extreme learning machine

Pattern Recognition
CIDE: Chaotically Initialized Differential Evolution

Expert Systems with Applications: An International Journal
Automatically extracting T-S fuzzy models using cooperative random learning particle swarm optimization

Applied Soft Computing
2010 Special Issue: The performance verification of an evolutionary canonical particle swarm optimizer

Neural Networks
2010 Special Issue: Meta-learning approach to neural network optimization

Neural Networks
A novel multi-threshold segmentation approach based on differential evolution optimization

Expert Systems with Applications: An International Journal
An adaptive hybrid differential evolution algorithm for dynamic economic dispatch with valve-point effects

Expert Systems with Applications: An International Journal
Estimation of distribution and differential evolution cooperation for large scale economic load dispatch optimization of power systems

Information Sciences: an International Journal
Evaluating evolutionary algorithms and differential evolution for the online optimization of fermentation processes

EvoBIO'07 Proceedings of the 5th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
A novel differential evolution algorithm based on Ɛ -domination and orthogonal design method for multiobjective optimization

EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
Experimental analysis of the aging operator for static and dynamic optimisation problems

KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III
Doubly-generalized LDPC codes: stability bound over the BEC

IEEE Transactions on Information Theory
Modified fuzzy c-means for ordinal valued attributes with particle swarm for optimization

Fuzzy Sets and Systems
Geometrical recombination operators for real-coded evolutionary mcmcs

Evolutionary Computation
New theoretical findings in multiple personalized recommendations

Proceedings of the 2010 ACM Symposium on Applied Computing
An adaptive multisite mapping for computationally intensive grid applications

Future Generation Computer Systems
Discovering promising regions to help global numerical optimization algorithms

MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
Study on application of multi-objective differential evolution algorithm in space rendezvous

ISICA'07 Proceedings of the 2nd international conference on Advances in computation and intelligence
A novel lower-dimensional-search algorithm for numerical optimization

ISICA'07 Proceedings of the 2nd international conference on Advances in computation and intelligence
Optimizing the shape of an impeller using the differential ant-stigmergy algorithm

PPAM'07 Proceedings of the 7th international conference on Parallel processing and applied mathematics
A new differential evolution algorithm with random mutation

ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
An effective hybrid algorithm based on simplex search and differential evolution for global optimization

ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
Differential evolution with level comparison for constrained optimization

ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
Enhancing parameter estimation of biochemical networks by exponentially scaled search steps

EvoBIO'08 Proceedings of the 6th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
Differential evolution algorithm for the earliness/tardiness hybrid flow-shop scheduling problem

IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
A hybrid of differential evolution and particle swarm optimization for global optimization

IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Flood disaster classification based on fuzzy clustering iterative model and modified differential evolution algorithm

FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 3
Reduction of Morpho-Syntactic Features in Statistical Machine Translation of Highly Inflective Language

Informatica
Differential Evolution for learning the classification method PROAFTN

Knowledge-Based Systems
Frequency assignment problem in satellite communications using differential evolution

Computers and Operations Research
Analysis of a probabilistic model of redundancy in unsupervised information extraction

Artificial Intelligence
Optimal coordination of over-current relays using modified differential evolution algorithms

Engineering Applications of Artificial Intelligence
A comparative study of various meta-heuristic techniques applied to the multilevel thresholding problem

Engineering Applications of Artificial Intelligence
GPU-accelerated differential evolutionary Markov Chain Monte Carlo method for multi-objective optimization over continuous space

Proceedings of the 2nd workshop on Bio-inspired algorithms for distributed systems
LDPC codes for physical layer security

GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
A differential evolution for optimisation in noisy environment

International Journal of Bio-Inspired Computation
Differential evolution and threshold accepting hybrid algorithm for unconstrained optimisation

International Journal of Bio-Inspired Computation
Floating-point to integer mapping schemes in differential evolution for permutation flow shop scheduling

International Journal of Bio-Inspired Computation
Multi-area hydrothermal coordination using modified mixed integer hybrid differential evolution

International Journal of Bio-Inspired Computation
Differential evolution trained radial basis function network: application to bankruptcy prediction in banks

International Journal of Bio-Inspired Computation
Analogue filter design using differential evolution

International Journal of Bio-Inspired Computation
A differential evolution approach for protein structure optimisation using a 2D off-lattice model

International Journal of Bio-Inspired Computation
A micro niche evolutionary algorithm with lower-dimensional-search crossover for optimisation problems with constraints

International Journal of Bio-Inspired Computation
A memetic multi-agent collaborative search for space trajectory optimisation

International Journal of Bio-Inspired Computation
Elitistic evolution: an efficient heuristic for global optimization

ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms
A global optimizing approach for waveform inversion of receiver functions

Computers & Geosciences
Short communication: SIPAR_ID: Freeware for surface irrigation parameter identification

Environmental Modelling & Software
Generalized and doubly generalized LDPC codes with random component codes for the binary erasure channel

IEEE Transactions on Information Theory
Nonlinear network optimization: an embedding vector space approach

IEEE Transactions on Evolutionary Computation
The CMA-ES on Riemannian manifolds to reconstruct shapes in 3-D voxel images

IEEE Transactions on Evolutionary Computation
Multi-objective evolutionary algorithms based on the summation of normalized objectives and diversified selection

Information Sciences: an International Journal
A fast memoryless interval-based algorithm for global optimization

Journal of Global Optimization
Self-adaptive differential evolution based on PSO learning strategy

Proceedings of the 12th annual conference on Genetic and evolutionary computation
P system model optimisation by means of evolutionary based search algorithms

Proceedings of the 12th annual conference on Genetic and evolutionary computation
Discrete versus continuous parametrization of bank credit rating systems optimization using differential evolution

Proceedings of the 12th annual conference on Genetic and evolutionary computation
Adaptive strategy selection in differential evolution

Proceedings of the 12th annual conference on Genetic and evolutionary computation
Probability matching-based adaptive strategy selection vs. uniform strategy selection within differential evolution: an empirical comparison on the bbob-2010 noiseless testbed

Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
Fitness-AUC bandit adaptive strategy selection vs. the probability matching one within differential evolution: an empirical comparison on the bbob-2010 noiseless testbed

Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
Towards recovery of complex shapes in meshes using digital images for reverse engineering applications

Computer-Aided Design
Sensitivity versus accuracy in multiclass problems using memetic Pareto evolutionary neural networks

IEEE Transactions on Neural Networks
CODEQ: an effective metaheuristic for continuous global optimisation

International Journal of Metaheuristics
Computational intelligence approach to PID controller design using the universal model

Information Sciences: an International Journal
Two hybrid differential evolution algorithms for engineering design optimization

Applied Soft Computing
A 2-Opt based differential evolution for global optimization

Applied Soft Computing
ARO: A new model-free optimization algorithm inspired from asexual reproduction

Applied Soft Computing
Fusion of multi-focus images using differential evolution algorithm

Expert Systems with Applications: An International Journal
A Lamarckian Hybrid of Differential Evolution and Conjugate Gradients for Neural Network Training

Neural Processing Letters
Differential evolution with a local search operator

CAR'10 Proceedings of the 2nd international Asia conference on Informatics in control, automation and robotics - Volume 2
Differential evolution based on adaptive mutation

CAR'10 Proceedings of the 2nd international Asia conference on Informatics in control, automation and robotics - Volume 3
Comparative study of extended sequential differential evolutions

ACE'10 Proceedings of the 9th WSEAS international conference on Applications of computer engineering
A comparative study on performance of metaheuristics optimization methods for optimal var sizing and allocation

AEE'10 Proceedings of the 9th WSEAS international conference on Applications of electrical engineering
A differential evolution algorithm with self-adapting strategy and control parameters

Computers and Operations Research
Integrating clustering and supervised learning for categorical data analysis

IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Optimal design of manipulator parameter using evolutionary optimization techniques

Robotica
A polar coordinate particle swarm optimiser

Applied Soft Computing
A clustering-based differential evolution for global optimization

Applied Soft Computing
Quality of Service constrained routing optimization using Evolutionary Computation

Applied Soft Computing
A new asynchronous parallel global optimization method based on simulated annealing and differential evolution

Applied Soft Computing
Differential evolution for solving the mobile location management

Applied Soft Computing
Differential Evolution performances for the solution of mixed-integer constrained process engineering problems

Applied Soft Computing
Differential Evolution Classifier in Noisy Settings and with Interacting Variables

Applied Soft Computing
Introduction of evidential contribution measures for the input variables used in a CaRBS based analysis: An application in strategic consensus

Expert Systems with Applications: An International Journal
The Nyquist criterion: a useful tool for the robust design of continuous-time ΣΔ modulators

IEEE Transactions on Circuits and Systems II: Express Briefs
Ensemble of constraint handling techniques

IEEE Transactions on Evolutionary Computation
On the impact of the migration topology on the Island Model

Parallel Computing
Concurrent implementation of differential evolution

ISTASC'10 Proceedings of the 10th WSEAS international conference on Systems theory and scientific computation
Simulation of alternative dairy farm pollution abatement policies

Environmental Modelling & Software
Topology optimization of structures using modified binary differential evolution

Structural and Multidisciplinary Optimization
Consensus multiobjective differential crisp clustering for categorical data analysis

RSCTC'10 Proceedings of the 7th international conference on Rough sets and current trends in computing
Adaptive modulation and coding schemes based on LDPC codes with irregular modulation

IEEE Transactions on Communications
Capacity-approaching irregular turbo codes for the binary erasure channel

IEEE Transactions on Communications
Genetic evolving ant direction HDE for OPF with non-smooth cost functions and statistical analysis

Expert Systems with Applications: An International Journal
Stochastic radial basis function algorithms for large-scale optimization involving expensive black-box objective and constraint functions

Computers and Operations Research
Fitting Sovova's mass transfer model using an evolutionary algorithm and differential evolution

International Journal of Innovative Computing and Applications
Modern continuous optimization algorithms for tuning real and integer algorithm parameters

ANTS'10 Proceedings of the 7th international conference on Swarm intelligence
Comparison-based adaptive strategy selection with bandits in differential evolution

PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I
Parameter tuning boosts performance of variation operators in multiobjective optimization

PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I
Imitation programming

ICES'10 Proceedings of the 9th international conference on Evolvable systems: from biology to hardware
Research on hybrid evolutionary algorithms with differential evolution and GUO Tao algorithm based on orthogonal design

ICIC'10 Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing
Discrete differential evolution algorithm for solving the terminal assignment problem

PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part II
Testing the permutation space based geometric differential evolution on the job-shop scheduling problem

PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part II
Differential evolution algorithms with cellular populations

PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part II
An effective hybrid discrete differential evolution algorithm for the flow shop scheduling with intermediate buffers

Information Sciences: an International Journal
Differential evolution algorithm for simultaneous tuning of excitation and FACTS-based controller

International Journal of Bio-Inspired Computation
An implementation-friendly binary LDPC decoding algorithm

IEEE Transactions on Communications
Analysis and optimization of a rateless coded joint relay system

IEEE Transactions on Wireless Communications
A comparative study of structured differential evolutions

ACS'10 Proceedings of the 10th WSEAS international conference on Applied computer science
A new differential mutation base generator for differential evolution

Journal of Global Optimization
Two-stage update biogeography-based optimization using differential evolution algorithm (DBBO)

Computers and Operations Research
Differential evolution for optimizing the positioning of prototypes in nearest neighbor classification

Pattern Recognition
Maximal recovery network coding under topology constraint

IEEE Transactions on Information Theory
Parameter identification of chaotic systems by hybrid Nelder-Mead simplex search and differential evolution algorithm

Expert Systems with Applications: An International Journal
Interpolated differential evolution for global optimisation problems

International Journal of Computing Science and Mathematics
An efficient differential evolution algorithm with approximate fitness functions using neural networks

AICI'10 Proceedings of the 2010 international conference on Artificial intelligence and computational intelligence: Part II
A variant of differential evolution based on permutation regulation mechanism

ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
Differential evolution based band selection in hyperspectral data classification

ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
Diversity analysis of opposition-based differential evolution: an experimental study

ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
Hybrid differential evolution algorithm with chaos and generalized opposition-based learning

ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
Self-adapting differential evolution algorithm with chaos random for global numerical optimization

ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
A concurrent-hybrid evolutionary algorithms with multi-child differential evolution and Guotao algorithm based on cultural algorithm framework

ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
The data-based mathematical modeling and parameter identification in JAK-STAT signaling pathway by using a hybrid evolutionary algorithm

ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
Micro track: an algorithm for concurrent projectome and microstructure estimation

MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part I
Hybrid differential evolution for global numerical optimization

RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology
POCOSIM: a power control and scheduling scheme in multi-rate wireless mesh networks

UIC'10 Proceedings of the 7th international conference on Ubiquitous intelligence and computing
A new multi-objective technique for differential fuzzy clustering

Applied Soft Computing
Economic environmental dispatch using multi-objective differential evolution

Applied Soft Computing
Differential evolution algorithm with ensemble of parameters and mutation strategies

Applied Soft Computing
Alopex-based evolutionary algorithm and its application to reaction kinetic parameter estimation

Computers and Industrial Engineering
ARO: A new model free optimization algorithm for real time applications inspired by the asexual reproduction

Expert Systems with Applications: An International Journal
Solving ring loading problems using bio-inspired algorithms

Journal of Network and Computer Applications
Differential evolution with generalized differentials

Journal of Computational and Applied Mathematics
A novel differential evolution using a mixed mutation strategy

ICIMCS '10 Proceedings of the Second International Conference on Internet Multimedia Computing and Service
IPADE: iterative prototype adjustment for nearest neighbor classification

IEEE Transactions on Neural Networks
Real-valued multimodal fitness landscape characterization for evolution

ICONIP'10 Proceedings of the 17th international conference on Neural information processing: theory and algorithms - Volume Part I
Cancer Classification using SVM-boosted Multiobjective Differential Fuzzy Clustering

Proceedings of the 2010 conference on STAIRS 2010: Proceedings of the Fifth Starting AI Researchers' Symposium
Vibration control of beams with piezoelectric sensors and actuators using particle swarm optimization

Expert Systems with Applications: An International Journal
Differential evolution and quantum-inquired differential evolution for evolving Takagi-Sugeno fuzzy models

Expert Systems with Applications: An International Journal
Seeker optimization algorithm for tuning the structure and parameters of neural networks

Neurocomputing
Evolving ant direction differential evolution for OPF with non-smooth cost functions

Engineering Applications of Artificial Intelligence
A distributed bio-inspired method for multisite grid mapping

Applied Computational Intelligence and Soft Computing - Special issue on theory and applications of evolutionary computation
A comparative study on theoretical and empirical evolution of population variance of differential evolution variants

SEAL'10 Proceedings of the 8th international conference on Simulated evolution and learning
MP-EDA: a robust estimation of distribution algorithm with multiple probabilistic models for global continuous optimization

SEAL'10 Proceedings of the 8th international conference on Simulated evolution and learning
Comparative study of the differential evolution and approximation algorithms for computing optimal mixed strategies in zero-sum games

ICCCI'10 Proceedings of the Second international conference on Computational collective intelligence: technologies and applications - Volume PartI
Heuristic and metaheuristic optimization techniques with application to power systems

MMACTEE'10 Proceedings of the 12th WSEAS international conference on Mathematical methods and computational techniques in electrical engineering
Learning in the feed-forward random neural network: A critical review

Performance Evaluation
A study on scale factor in distributed differential evolution

Information Sciences: an International Journal
Solving iTOUGH2 simulation and optimization problems using the PEST protocol

Environmental Modelling & Software
A fuzzy clustering iterative model using chaotic differential evolution algorithm for evaluating flood disaster

Expert Systems with Applications: An International Journal
The Performance of German Firms in the Business-Related Service Sectors Revisited: Differential Evolution Markov Chain Estimation of the Multinomial Probit Model

Computational Economics
Nonlinear system identification using memetic differential evolution trained neural networks

Neurocomputing
Simulation optimization based on Taylor Kriging and evolutionary algorithm

Applied Soft Computing
Differential evolution as the global optimization technique and its application to structural optimization

Applied Soft Computing
Chassis: A Platform for Verifying PMU Integration Using Autogenerated Behavioral Models

ACM Transactions on Design Automation of Electronic Systems (TODAES)
Unsupervised and Supervised Learning Approaches Together for Microarray Analysis

Fundamenta Informaticae
Review of meta-heuristics and generalised evolutionary walk algorithm

International Journal of Bio-Inspired Computation
Multi-operator based evolutionary algorithms for solving constrained optimization problems

Computers and Operations Research
Comparison between 'cut and try' approach and automated optimization procedure when modelling the medium-voltage insulator

EE'07 Proceedings of the 2nd IASME/WSEAS international conference on Energy and environment
Dynamic filter weights neural network model integrated with differential evolution for day-ahead price forecasting in energy market

Expert Systems with Applications: An International Journal
An effective memetic differential evolution algorithm based on chaotic local search

Information Sciences: an International Journal
Analysis of gene microarray data in a soft computing framework

Applied Soft Computing
Iterative power and subcarrier allocation in rate-constrained orthogonal multicarrier downlink systems based on hybrid harmony search heuristics

Engineering Applications of Artificial Intelligence
UEAS: a novel united evolutionary algorithm scheme

ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
Bayesian identification of a cracked plate using a population-based Markov Chain Monte Carlo method

Computers and Structures
Rosenbrock artificial bee colony algorithm for accurate global optimization of numerical functions

Information Sciences: an International Journal
Comparison of different mutation strategies applied to artificial bee colony algorithm

ECC'11 Proceedings of the 5th European conference on European computing conference
Fringe-pattern demodulation using a parametric method based on differential evolution

MCPR'10 Proceedings of the 2nd Mexican conference on Pattern recognition: Advances in pattern recognition
Adaptive cascade control of a hydraulic actuator with an adaptive dead-zone compensation and optimization based on evolutionary algorithms

Expert Systems with Applications: An International Journal
A new evolutionary algorithm for non-linear economic dispatch

Expert Systems with Applications: An International Journal
If their car talks to them, shall a kitchen talk too?: cross- context mediation of interaction preferences

Proceedings of the 3rd ACM SIGCHI symposium on Engineering interactive computing systems
CellularDE: a cellular based differential evolution for dynamic optimization problems

ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part I
Optimization of topological active nets with differential evolution

ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part I
Study on the effects of pseudorandom generation quality on the performance of differential evolution

ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part I
Sensitiveness of evolutionary algorithms to the random number generator

ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part I
Optimization of gaussian process models with evolutionary algorithms

ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part I
Composite Function Wavelet Neural Networks with Differential Evolution and Extreme Learning Machine

Neural Processing Letters
Selection strategies for initial positions and initial velocities in multi-optima particle swarms

Proceedings of the 13th annual conference on Genetic and evolutionary computation
An incremental ant colony algorithm with local search for continuous optimization

Proceedings of the 13th annual conference on Genetic and evolutionary computation
Indicator-based differential evolution using exclusive hypervolume approximation and parallelization for multi-core processors

Proceedings of the 13th annual conference on Genetic and evolutionary computation
Differential evolution for RFID antenna design: a comparison with ant colony optimisation

Proceedings of the 13th annual conference on Genetic and evolutionary computation
A new differential evolution algorithm with dynamic population partition and local restart

Proceedings of the 13th annual conference on Genetic and evolutionary computation
Multi-population differential evolution with adaptive parameter control for global optimization

Proceedings of the 13th annual conference on Genetic and evolutionary computation
Differential evolution with self adaptive local search

Proceedings of the 13th annual conference on Genetic and evolutionary computation
RankDE: learning a ranking function for information retrieval using differential evolution

Proceedings of the 13th annual conference on Genetic and evolutionary computation
GPU-accelerated high-accuracy molecular docking using guided differential evolution: real world applications

Proceedings of the 13th annual conference on Genetic and evolutionary computation
QoS-based service optimization using differential evolution

Proceedings of the 13th annual conference on Genetic and evolutionary computation
Self-adaptive mutation in the differential evolution

Proceedings of the 13th annual conference on Genetic and evolutionary computation
Adaptive parameter selection for strategy adaptation in differential evolution

Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Differential evolution with improved population reduction

Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Co-evolutionary differential evolution with dynamic population size and adaptive migration strategy

Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Memetic evolutionary multi-objective neural network classifier to predict graft survival in liver transplant patients

Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Covariance-based parameters adaptation in differential evolution

Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Are evolutionary algorithm competitions characterizing landscapes appropriately

Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Annealing evolutionary stochastic approximation Monte Carlo for global optimization

Statistics and Computing
Genetic algorithms and particle swarm optimization for exploratory projection pursuit

Annals of Mathematics and Artificial Intelligence
A clustering method combining differential evolution with the K-means algorithm

Pattern Recognition Letters
A modified artificial bee colony algorithm

Computers and Operations Research
L1-L2-norm comparison in global localization of mobile robots

Robotics and Autonomous Systems
Random lines: a novel population set-based evolutionary global optimization algorithm

EuroGP'11 Proceedings of the 14th European conference on Genetic programming
A continuous approach to geneticprogramming

EuroGP'11 Proceedings of the 14th European conference on Genetic programming
Weighted Markov chain model for musical composer identification

EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part II
Alife in the galapagos: migration effects on neuro-controller design

ECAL'09 Proceedings of the 10th European conference on Advances in artificial life: Darwin meets von Neumann - Volume Part I
Differential evolution optimization of 3D topological active volumes

IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part I
Memetic pareto differential evolutionary neural network for donor-recipient matching in liver transplantation

IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
A hybrid evolutionary approach to obtain better quality classifiers

IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
The optimisation research of screw conveyor

International Journal of Innovative Computing and Applications
Novel binary encoding differential evolution algorithm

ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part I
Differential evolution with improved mutation strategy

ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part I
Gaussian particle swarm optimization with differential evolution mutation

ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part I
Feeding the fish - weight update strategies for the fish school search algorithm

ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part II
Clusters of multivariate stationary time series by differential evolution and autoregressive distance

PReMI'11 Proceedings of the 4th international conference on Pattern recognition and machine intelligence
An ecologically inspired direct search method for solving optimal control problems with Bézier parameterization

Engineering Applications of Artificial Intelligence
Modified differential evolution based on global competitive ranking for engineering design optimization problems

ICCSA'11 Proceedings of the 2011 international conference on Computational science and its applications - Volume Part III
Weighting Efficient Accuracy and Minimum Sensitivity for Evolving Multi-Class Classifiers

Neural Processing Letters
MOX: A novel global optimization algorithm inspired from Oviposition site selection and egg hatching inhibition in mosquitoes

Applied Soft Computing
A Rule-Based Symbiotic MOdified Differential Evolution for Self-Organizing Neuro-Fuzzy Systems

Applied Soft Computing
Differential evolution for parameterized procedural woody plant models reconstruction

Applied Soft Computing
Approximate nash equilibria in bimatrix games

ICCCI'11 Proceedings of the Third international conference on Computational collective intelligence: technologies and applications - Volume Part II
A new reliable transport scheme in delay tolerant networks based on acknowledgments and random linear coding

Proceedings of the 23rd International Teletraffic Congress
Differential evolution algorithm with fine evaluation strategy for multi-dimensional function optimization problems

AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part I
Intelligence optimization in parameter identification of the border irrigation model

AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part II
Power mean based crossover rate adaptive differential evolution

AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part II
Part-based adaptive detection of workpieces using differential evolution

Signal Processing
Adaptive strategy selection in differential evolution for numerical optimization: An empirical study

Information Sciences: an International Journal
Application of MATLAB and Python optimizers to two case studies involving groundwater flow and contaminant transport modeling

Computers & Geosciences
Solution of Jiles-Atherton vector hysteresis parameters estimation by modified Differential Evolution approaches

Expert Systems with Applications: An International Journal
A methodology for mining document-enriched heterogeneous information networks

DS'11 Proceedings of the 14th international conference on Discovery science
A novel cultural algorithm based on differential evolution for hybrid flow shop scheduling problems with fuzzy processing time

IUKM'11 Proceedings of the 2011 international conference on Integrated uncertainty in knowledge modelling and decision making
Teaching-Learning-Based Optimization: An optimization method for continuous non-linear large scale problems

Information Sciences: an International Journal
A theoretical and empirical study on unbiased boundary-extended crossover for real-valued representation

Information Sciences: an International Journal
Performance assessment of foraging algorithms vs. evolutionary algorithms

Information Sciences: an International Journal
Parameter estimation of q-Gaussian Radial Basis Functions Neural Networks with a Hybrid Algorithm for binary classification

Neurocomputing
A metamodel-assisted evolutionary algorithm for expensive optimization

Journal of Computational and Applied Mathematics
Enhancing the search ability of differential evolution through orthogonal crossover

Information Sciences: an International Journal
Global Simplex Optimization-A simple and efficient metaheuristic for continuous optimization

Engineering Applications of Artificial Intelligence
Design of K-means clustering-based polynomial radial basis function neural networks (pRBF NNs) realized with the aid of particle swarm optimization and differential evolution

Neurocomputing
Self-adaptive randomized and rank-based differential evolution for multimodal problems

Journal of Global Optimization
? constrained differential evolution for economic dispatch with valve-point effect

International Journal of Bio-Inspired Computation
Solving the stochastic dynamic lot-sizing problem through nature-inspired heuristics

Computers and Operations Research
Automated parameter estimation of the hodgkin-huxley model using the differential evolution algorithm: Application to neuromimetic analog integrated circuits

Neural Computation
Parameter Estimation Using Metaheuristics in Systems Biology: A Comprehensive Review

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Cooperative co-evolutionary differential evolution for function optimization

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Growing RBF networks for function approximation by a DE-Based method

CIS'04 Proceedings of the First international conference on Computational and Information Science
Low dimensional simplex evolution: a new heuristic for global optimization

Journal of Global Optimization
Differential evolution for a constrained combinatorial optimisation problem

International Journal of Metaheuristics
A novel clustering-based differential evolution with 2 multi-parent crossovers for global optimization

Applied Soft Computing
A dynamic convexized function with the same global minimizers for global optimization

ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
Building a better air defence system using genetic algorithms

KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Parallelizing evolutionary algorithms for clustering data

PPAM'05 Proceedings of the 6th international conference on Parallel Processing and Applied Mathematics
Differential evolution fuzzy clustering algorithm based on kernel methods

RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
A hybrid of differential evolution and genetic algorithm for constrained multiobjective optimization problems

SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
Design of two-dimensional IIR filters using an improved DE algorithm

PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
An improved differential evolution scheme for noisy optimization problems

PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
Differential evolution algorithm for designing optimal adaptive linear combiners

AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Coupled eagle strategy and differential evolution for unconstrained and constrained global optimization

Computers & Mathematics with Applications
Application of natural computing algorithms to maximum likelihood estimation of direction of arrival

Signal Processing
A hybrid discrete differential evolution algorithm for the no-idle permutation flow shop scheduling problem with makespan criterion

Computers and Operations Research
Entropy-based efficiency enhancement techniques for evolutionary algorithms

Information Sciences: an International Journal
Least squares support vector machines with tuning based on chaotic differential evolution approach applied to the identification of a thermal process

Expert Systems with Applications: An International Journal
A coevolutionary differential evolution with harmony search for reliability-redundancy optimization

Expert Systems with Applications: An International Journal
Improved differential evolution with dynamic population size

ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
Automatic classification of handsegmented image parts with differential evolution

EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
Differential evolution applied to a multimodal information theoretic optimization problem

EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
A permutation-based differential evolution algorithm incorporating simulated annealing for multiprocessor scheduling with communication delays

ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part I
Learning non-monotonic additive value functions for multicriteria decision making

OR Spectrum
A GRASP based on DE to solve single machine scheduling problem with SDST

Computational Optimization and Applications
Two-stage eagle strategy with differential evolution

International Journal of Bio-Inspired Computation
Global parameter estimation of an Hodgkin-Huxley formalism using membrane voltage recordings: Application to neuro-mimetic analog integrated circuits

Neurocomputing
Fuzzy-evolutionary synergism in an intelligent medical diagnosis system

KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Effect of spatial locality on an evolutionary algorithm for multimodal optimization

EvoApplicatons'10 Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part I
Estimation distribution differential evolution

EvoApplicatons'10 Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part I
Design of continuous controllers using a multiobjective differential evolution algorithm with spherical pruning

EvoApplicatons'10 Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part I
Modified differential evolution approach for optimization of planar parallel manipulators force capabilities

Expert Systems with Applications: An International Journal
Invasive connectionist evolution

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III
Hybrid differential evolution for knapsack problem

ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part I
A hybrid evolutionary algorithm based on alopex and estimation of distribution algorithm and its application for optimization

ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part I
A hybrid DE algorithm with a multiple strategy for solving the terminal assignment problem

SETN'10 Proceedings of the 6th Hellenic conference on Artificial Intelligence: theories, models and applications
Evolutionary learning using a sensitivity-accuracy approach for classification

HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part II
Differential evolution and its application to metabolic flux analysis

EC'05 Proceedings of the 3rd European conference on Applications of Evolutionary Computing
Improved differential evolution for microarray analysis

International Journal of Data Mining and Bioinformatics
A parallel and distributed meta-heuristic framework based on partially ordered knowledge sharing

Journal of Parallel and Distributed Computing
Investigating Smart Sampling as a population initialization method for Differential Evolution in continuous problems

Information Sciences: an International Journal
Maximum likelihood estimation of Gaussian mixture models using stochastic search

Pattern Recognition
A global best artificial bee colony algorithm for global optimization

Journal of Computational and Applied Mathematics
The differential ant-stigmergy algorithm

Information Sciences: an International Journal
Free Search with Adaptive Differential Evolution Exploitation and Quantum-Inspired Exploration

Journal of Network and Computer Applications
Multi-objective biogeography based optimization for optimal PMU placement

Applied Soft Computing
Evolutionary algorithms for the design of grid-connected PV-systems

Expert Systems with Applications: An International Journal
Evaluating differential evolution with penalty function to solve constrained engineering problems

Expert Systems with Applications: An International Journal
Multiobjective evolutionary algorithms for multivariable PI controller design

Expert Systems with Applications: An International Journal
ODE: a fast and robust differential evolution based on orthogonal design

AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
A real-integer-discrete-coded differential evolution algorithm: a preliminary study

EvoCOP'10 Proceedings of the 10th European conference on Evolutionary Computation in Combinatorial Optimization
Calibrating the heston model with differential evolution

EvoCOMNET'10 Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part II
Face recognition using DCT and hierarchical RBF model

IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Evolving the structure of the particle swarm optimization algorithms

EvoCOP'06 Proceedings of the 6th European conference on Evolutionary Computation in Combinatorial Optimization
A multi-objective neural network based method for cover crop identification from remote sensed data

Expert Systems with Applications: An International Journal
Evolutionary multimodal optimization using the principle of locality

Information Sciences: an International Journal
Constrained optimization based on modified differential evolution algorithm

Information Sciences: an International Journal
A DE based variable iterated greedy algorithm for the no-idle permutation flowshop scheduling problem with total flowtime criterion

ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
Minimizing the total flowtime flowshop with blocking using a discrete artificial bee colony

ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
Selection of GO-Based semantic similarity measures through AMDE for predicting protein-protein interactions

SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part II
Design of two-channel quadrature mirror filter banks using differential evolution with global and local neighborhoods

SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Differential evolution with modified mutation strategy for solving global optimization problems

SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Self-adaptive cluster-based differential evolution with an external archive for dynamic optimization problems

SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
An informative differential evolution with self adaptive re-clustering technique

SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Scheduling flexible assembly lines using differential evolution

SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Tuning of power system stabilizer employing differential evolution optimization algorithm

SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Logistic map adaptive differential evolution for optimal capacitor placement and sizing

SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Application of an improved generalized differential evolution algorithm to multi-objective optimization problems

SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Dynamic thinning of antenna array using differential evolution algorithm

SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Optimal power flow for indian 75 bus system using differential evolution

SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
A modified differential evolution algorithm applied to challenging benchmark problems of dynamic optimization

SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Modified local neighborhood based niching particle swarm optimization for multimodal function optimization

SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Memetic fitness euclidean-distance particle swarm optimization for multi-modal optimization

ICIC'11 Proceedings of the 7th international conference on Intelligent Computing: bio-inspired computing and applications
A population-based hybrid extremal optimization algorithm

ICIC'11 Proceedings of the 7th international conference on Intelligent Computing: bio-inspired computing and applications
A differential evolution algorithm for the extraction of complex natural resonance frequencies of electromagnetic targets

ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing
A hybrid algorithm based on simplex search and differential evolution for resource-constrained project scheduling problem

ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing
A differential evolution algorithm for lot-streaming flow shop scheduling problem

ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing
Hybrid differential evolution optimization for no-wait flow-shop scheduling with sequence-dependent setup times and release dates

ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing
Constraints on control parameters of asynchronous differential evolution

MMCP'11 Proceedings of the 2011 international conference on Mathematical Modeling and Computational Science
Asynchronous differential evolution

MMCP'11 Proceedings of the 2011 international conference on Mathematical Modeling and Computational Science
Differential evolution algorithm for motion estimation

MIWAI'11 Proceedings of the 5th international conference on Multi-Disciplinary Trends in Artificial Intelligence
A binary-real-coded differential evolution for unit commitment problem: a preliminary study

MIWAI'11 Proceedings of the 5th international conference on Multi-Disciplinary Trends in Artificial Intelligence
An analysis of sub-swarms in multi-swarm systems

AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
DE/isolated/1: a new mutation operator for multimodal optimization with differential evolution

AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
Momentum coefficient for promoting accuracy and convergence speed of evolutionary programming

Applied Soft Computing
Hybrid adaptive differential evolution for mobile robot localization

Intelligent Service Robotics
CLA-DE: a hybrid model based on cellular learning automata for numerical optimization

Applied Intelligence
Analog VLSI implementation of wavelet transform using switched-current circuits

Analog Integrated Circuits and Signal Processing
Parameter estimation of fuzzy neural network controller based on a modified differential evolution

Neurocomputing
pSum-SaDE: a modified p-median problem and self-adaptive differential evolution algorithm for text summarization

Applied Computational Intelligence and Soft Computing
Artificial fish swarm algorithm for unconstrained optimization problems

AMERICAN-MATH'12/CEA'12 Proceedings of the 6th WSEAS international conference on Computer Engineering and Applications, and Proceedings of the 2012 American conference on Applied Mathematics
A co-evolutionary differential evolution algorithm for solving min-max optimization problems implemented on GPU using C-CUDA

Expert Systems with Applications: An International Journal
Optimized distance metrics for differential evolution based nearest prototype classifier

Expert Systems with Applications: An International Journal
Differential evolution optimization applied to the wavelength converters placement problem in all optical networks

Computer Networks: The International Journal of Computer and Telecommunications Networking
Molecular docking with opposition-based differential evolution

Proceedings of the 27th Annual ACM Symposium on Applied Computing
Damage detection based on improved particle swarm optimization using vibration data

Applied Soft Computing
A hybrid evolutionary programming approach for optimal worst case tolerance design of magnetic devices

Applied Soft Computing
Metaheuristic approaches to grouping problems in high-throughput cryopreservation operations for fish sperm

Applied Soft Computing
Biological invasion-inspired migration in distributed evolutionary algorithms

Information Sciences: an International Journal
Generalised opposition-based differential evolution: an experimental study

International Journal of Computer Applications in Technology
A hybrid CS/PSO algorithm for global optimization

ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part III
Real-World problem for checking the sensitiveness of evolutionary algorithms to the choice of the random number generator

HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
Hybrid multi-objective machine learning classification in liver transplantation

HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
Optimization of neuro-coefficient smooth transition autoregressive models using differential evolution

HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
Optimum antenna configuration in MIMO systems: a differential evolution based approach

Wireless Communications & Mobile Computing
Assessing the effectiveness of artificial neural networks on problems related to elliptic curve cryptography

Mathematical and Computer Modelling: An International Journal
Diversified virtual camera composition

EvoApplications'12 Proceedings of the 2012t European conference on Applications of Evolutionary Computation
Parallel migration model employing various adaptive variants of differential evolution

SIDE'12 Proceedings of the 2012 international conference on Swarm and Evolutionary Computation
Hybridization of differential evolution and particle swarm optimization in a new algorithm: DEPSO-2S

SIDE'12 Proceedings of the 2012 international conference on Swarm and Evolutionary Computation
A variable iterated greedy algorithm with differential evolution for solving no-idle flowshops

SIDE'12 Proceedings of the 2012 international conference on Swarm and Evolutionary Computation
Differential evolution with competing strategies applied to partitional clustering

SIDE'12 Proceedings of the 2012 international conference on Swarm and Evolutionary Computation
Population reduction differential evolution with multiple mutation strategies in real world industry challenges

SIDE'12 Proceedings of the 2012 international conference on Swarm and Evolutionary Computation
A comparison of two adaptation approaches in differential evolution

SIDE'12 Proceedings of the 2012 international conference on Swarm and Evolutionary Computation
Determination of nonlinear fibre-reinforced biphasic poroviscoelastic constitutive parameters of articular cartilage using stress relaxation indentation testing and an optimizing finite element analysis

Computer Methods and Programs in Biomedicine
An evolutionary approach for worst-case tolerance design

Engineering Applications of Artificial Intelligence
A multi dynamics algorithm for global optimization

Mathematical and Computer Modelling: An International Journal
Nonlinear dynamic systems design based on the optimization of the domain of attraction

Mathematical and Computer Modelling: An International Journal
A novel hybrid differential evolution and particle swarm optimization algorithm for unconstrained optimization

Operations Research Letters
A new evolutionary search strategy for global optimization of high-dimensional problems

Information Sciences: an International Journal
An effective hybrid biogeography-based optimization algorithm for parameter estimation of chaotic systems

Expert Systems with Applications: An International Journal
Improvement of new automatic differential fuzzy clustering using SVM classifier for microarray analysis

Expert Systems with Applications: An International Journal
Distributing weights under hierarchical clustering: A way in reducing performance breakdown

Expert Systems with Applications: An International Journal
The automatic model selection and variable kernel width for RBF neural networks

Neurocomputing
Satellites in our pockets: an object positioning system using smartphones

Proceedings of the 10th international conference on Mobile systems, applications, and services
Applied soft computing for optimum design of structures

Structural and Multidisciplinary Optimization
Artificial bee colony programming for symbolic regression

Information Sciences: an International Journal
Topological Active Models optimization with Differential Evolution

Expert Systems with Applications: An International Journal
A note on teaching-learning-based optimization algorithm

Information Sciences: an International Journal
Lorenz equilibrium: equitability in non-cooperative games

Proceedings of the 14th annual conference on Genetic and evolutionary computation
An approach for estimating separability and its application on high dimensional optimization

Proceedings of the 14th annual conference on Genetic and evolutionary computation
SDE: a stochastic coding differential evolution for global optimization

Proceedings of the 14th annual conference on Genetic and evolutionary computation
Estimating markov switching model using differential evolution algorithm in prospective infectious disease outbreak detection

Proceedings of the 14th annual conference on Genetic and evolutionary computation
Adaptive differential evolution with optimization state estimation

Proceedings of the 14th annual conference on Genetic and evolutionary computation
Natural occurrence of nocturnal hypoglycemia detection using hybrid particle swarm optimized fuzzy reasoning model

Artificial Intelligence in Medicine
Intelligent Garbage Can Decision-Making Model Evolution Algorithm for optimization of structural topology of plane trusses

Applied Soft Computing
Parameter control system of evolutionary algorithm that is aided by the entire search history

Applied Soft Computing
Beam Bounding Box - a novel approach for beam concept modeling and optimization handling

Finite Elements in Analysis and Design
Benchmarking the differential evolution with adaptive encoding on noiseless functions

Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
JADE, an adaptive differential evolution algorithm, benchmarked on the BBOB noiseless testbed

Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
MEMPSODE: an empirical assessment of local search algorithm impact on a memetic algorithm using noiseless testbed

Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
MEMPSODE: comparing particle swarm optimization and differential evolution within a hybrid memetic global optimization framework

Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Principal coordinate strategy: a novel adaptive control strategy for differential evolution

Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Differential evolution of constants in genetic programming improves efficacy and bloat

Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Differential evolution algorithm with PCA-based crossover

Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Cooperative games in marketing: a differential game approach

Neural, Parallel & Scientific Computations
Damage diagnostic technique for structural health monitoring using POD and self adaptive differential evolution algorithm

Computers and Structures
On the generation of symmetric Lebesgue-like points in the triangle

Journal of Computational and Applied Mathematics
Multi-agent simulated annealing algorithm based on differential evolution algorithm

International Journal of Bio-Inspired Computation
Clonal selection: an immunological algorithm for global optimization over continuous spaces

Journal of Global Optimization
Transforming geocentric cartesian coordinates to geodetic coordinates by using differential search algorithm

Computers & Geosciences
On an evolutionary approach for constrained optimization problem solving

Applied Soft Computing
Time series prediction by artificial neural networks and differential evolution in distributed environment

LSSC'11 Proceedings of the 8th international conference on Large-Scale Scientific Computing
Community of scientist optimization: An autonomy oriented approach to distributed optimization

AI Communications - 18th RCRA International Workshop on “Experimental evaluation of algorithms for solving problems with combinatorial explosion”
Parameter optimization of continuous sputtering process based on Taguchi methods, neural networks, desirability function, and genetic algorithms

Expert Systems with Applications: An International Journal
Evolving cognitive and social experience in Particle Swarm Optimization through Differential Evolution: A hybrid approach

Information Sciences: an International Journal
Hierarchical multi-dimensional differential evolution for the design of beta basis function neural network

Neurocomputing
Integrating a differential evolution feature weighting scheme into prototype generation

Neurocomputing
A differential evolution approach for solving constrained min-max optimization problems

Expert Systems with Applications: An International Journal
An heterogeneous particle swarm optimizer with predator and scout particles

AIS'12 Proceedings of the Third international conference on Autonomous and Intelligent Systems
Automated antenna design using paralleled differential evolution algorithm

International Journal of Computer Applications in Technology
Probabilistic graphical approaches for learning, modeling, and sampling in evolutionary multi-objective optimization

WCCI'12 Proceedings of the 2012 World Congress conference on Advances in Computational Intelligence
A study on optimized face recognition algorithm realized with the aid of multi-dimensional data preprocessing technologies and RBFNNs

ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part II
Design of face recognition algorithm using hybrid data preprocessing and polynomial-based RBF neural networks

ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part II
A differential evolution approach for NTJ-NFSSP with SDSTs and RDs

ICIC'12 Proceedings of the 8th international conference on Intelligent Computing Theories and Applications
Migrating Birds Optimization: A new metaheuristic approach and its performance on quadratic assignment problem

Information Sciences: an International Journal
An Improved Harmony Search Algorithm with Differential Mutation Operator

Fundamenta Informaticae - Swarm Intelligence
Low Discrepancy Initialized Particle Swarm Optimization for Solving Constrained Optimization Problems

Fundamenta Informaticae - Swarm Intelligence
Iteration and optimization scheme for the reconstruction of 3D surfaces based on non-uniform rational B-splines

Computer-Aided Design
Tracking differential evolution algorithms: an adaptive approach through multinomial distribution tracking with exponential forgetting

SETN'12 Proceedings of the 7th Hellenic conference on Artificial Intelligence: theories and applications
Automatic design of artificial neural networks and associative memories for pattern classification and pattern restoration

MCPR'12 Proceedings of the 4th Mexican conference on Pattern Recognition
Ensemble of clearing differential evolution for multi-modal optimization

ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part I
Advances in differential evolution for solving multiobjective optimization problems

ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part I
Fast mixed strategy differential evolution using effective mutant vector pool

ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part I
Differential annealing for global optimization

ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part I
Learning predictive models for financial time series by using agent based simulations

Transactions on Compuational Collective Intelligence VI
A learning-to-rank algorithm for constructing defect prediction models

IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Differential evolution and perceptron decision trees for classification tasks

IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Differential evolution-based nonlinear system modeling using a bilinear series model

Applied Soft Computing
Two hybrid differential evolution algorithms for optimal inbound and outbound truck sequencing in cross docking operations

Applied Soft Computing
Real-time drums transcription with characteristic bandpass filtering

Proceedings of the 7th Audio Mostly Conference: A Conference on Interaction with Sound
Generative object definition and semantic recognition

EG 3DOR'11 Proceedings of the 4th Eurographics conference on 3D Object Retrieval
Multi-operator based biogeography based optimization with mutation for global numerical optimization

Computers & Mathematics with Applications
An Improved Decision Support System for Detection of Lesions in Mammograms Using Differential Evolution Optimized Wavelet Neural Network

Journal of Medical Systems
A new method of mining data streams using harmony search

Journal of Intelligent Information Systems
Fuzzy DIFACONN-miner: A novel approach for fuzzy rule extraction from neural networks

Expert Systems with Applications: An International Journal
Self-adaptive evolutionary image registration using differential evolution and artificial immune systems

Pattern Recognition Letters
Interleave-division multiple access (IDMA) using low-rate layered LDGM codes

Wireless Communications & Mobile Computing
A multi-objective auto-tuning framework for parallel codes

SC '12 Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis
The great salmon run: a novel bio-inspired algorithm for artificial system design and optimisation

International Journal of Bio-Inspired Computation
Ubiquity symposium: Evolutionary computation and the processes of life: evolutionary computation as a direction in nature-inspired computing

Ubiquity
Automatically learning measures of child language development

ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
Real-time vehicle ego-motion using stereo pairs and particle filters

ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
An effective and efficient differential evolution algorithm for the integrated stochastic joint replenishment and delivery model

Knowledge-Based Systems
DESAMC+DocSum: Differential evolution with self-adaptive mutation and crossover parameters for multi-document summarization

Knowledge-Based Systems
Variations of biogeography-based optimization and Markov analysis

Information Sciences: an International Journal
MOMCMC: An efficient Monte Carlo method for multi-objective sampling over real parameter space

Computers & Mathematics with Applications
Comparison of design concepts in multi-criteria decision-making using level diagrams

Information Sciences: an International Journal
A differential evolution algorithm for joint replenishment problem using direct grouping and its application

Expert Systems: The Journal of Knowledge Engineering
Parallel differential evolution with self-adapting control parameters and generalized opposition-based learning for solving high-dimensional optimization problems

Journal of Parallel and Distributed Computing
Pose Estimation for 3D Workpiece Grasping in Industrial Environment Based on Evolutionary Algorithm

Journal of Intelligent and Robotic Systems
Simultaneous estimation of thin film thickness and optical properties using two-stage optimization

Journal of Global Optimization
A local multiobjective optimization algorithm using neighborhood field

Structural and Multidisciplinary Optimization
An improved (µ+λ)-constrained differential evolution for constrained optimization

Information Sciences: an International Journal
Comparing multiobjective swarm intelligence metaheuristics for DNA motif discovery

Engineering Applications of Artificial Intelligence
An opposition-based differential evolution algorithm for permutation flow shop scheduling based on diversity measure

Advances in Engineering Software
Diversity enhanced particle swarm optimization with neighborhood search

Information Sciences: an International Journal
Adaptive population tuning scheme for differential evolution

Information Sciences: an International Journal
Augmented Lagrange Hopfield network initialized by quadratic programming for economic dispatch with piecewise quadratic cost functions and prohibited zones

Applied Soft Computing
Fixed-point digital IIR filter design using two-stage ensemble evolutionary algorithm

Applied Soft Computing
A differential evolution algorithm with intersect mutation operator

Applied Soft Computing
A hybrid Differential Evolution-Tabu Search algorithm for the solution of Job-Shop Scheduling Problems

Applied Soft Computing
Adaptive operator selection at the hyper-level

PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part II
Differential evolution algorithm: recent advances

TPNC'12 Proceedings of the First international conference on Theory and Practice of Natural Computing
Recovering projective transformations between binary shapes

ACIVS'12 Proceedings of the 14th international conference on Advanced Concepts for Intelligent Vision Systems
A novel differential evolution algorithm with adaptive of population topology

ICICA'12 Proceedings of the Third international conference on Information Computing and Applications
Swarm optimisation algorithms applied to large balanced communication networks

Journal of Network and Computer Applications
Artificial immune network approach with beta differential operator applied to optimization of heat exchangers

ICARIS'12 Proceedings of the 11th international conference on Artificial Immune Systems
CSA/IE: novel clonal selection algorithm with information exchange for high dimensional global optimization problems

ICARIS'12 Proceedings of the 11th international conference on Artificial Immune Systems
A modified artificial fish swarm algorithm for the optimization of extreme learning machines

ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
Between selfishness and altruism: fuzzy nash--berge-zhukovskii equilibrium

PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part I
Design of face recognition algorithm using PCA -LDA combined for hybrid data pre-processing and polynomial-based RBF neural networks: Design and its application

Expert Systems with Applications: An International Journal
Multiple documents summarization based on evolutionary optimization algorithm

Expert Systems with Applications: An International Journal
Model and algorithm of fuzzy joint replenishment problem under credibility measure on fuzzy goal

Knowledge-Based Systems
Differential evolution trained kernel principal component WNN and kernel binary quantile regression: Application to banking

Knowledge-Based Systems
Global optimization using a multipoint type quasi-chaotic optimization method

Applied Soft Computing
Differential Evolution for automatic rule extraction from medical databases

Applied Soft Computing
Survey: Enhancing rule-based scheduling in wafer fabrication facilities by evolutionary algorithms: Review and opportunity

Computers and Industrial Engineering
Learning paradigm based on jumping genes: A general framework for enhancing exploration in evolutionary multiobjective optimization

Information Sciences: an International Journal
Model-based tracking for agent-based control systems in the case of sensor failures

International Journal of Automation and Computing
Improved differential evolution via cuckoo search operator

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part I
On the reconstruction of genetic network from partial microarray data

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part I
Community detection in social and biological networks using differential evolution

LION'12 Proceedings of the 6th international conference on Learning and Intelligent Optimization
Differential evolution for dynamic environments with unknown numbers of optima

Journal of Global Optimization
An efficient approach for unsupervised fuzzy clustering based on grouping evolution strategies

Pattern Recognition
Simulation optimization using the particle swarm optimization with optimal computing budget allocation

Proceedings of the Winter Simulation Conference
Extrapolated Biogeography-Based Optimization (eBBO) for Global Numerical Optimization and Microstrip Patch Antenna Design

International Journal of Applied Evolutionary Computation
Posterior Sampling using Particle Swarm Optimizers and Model Reduction Techniques

International Journal of Applied Evolutionary Computation
Reserve Constrained Multi-Area Economic Dispatch Employing Evolutionary Approach

International Journal of Applied Evolutionary Computation
Differential Operators Embedded Artificial Bee Colony Algorithm

International Journal of Applied Evolutionary Computation
Cascaded Evolutionary Estimator for Robot Localization

International Journal of Applied Evolutionary Computation
Improving performance via population growth and local search: the case of the artificial bee colony algorithm

EA'11 Proceedings of the 10th international conference on Artificial Evolution
A model based on biological invasions for island evolutionary algorithms

EA'11 Proceedings of the 10th international conference on Artificial Evolution
Imperialist competitive algorithm for dynamic optimization of economic dispatch in power systems

EA'11 Proceedings of the 10th international conference on Artificial Evolution
Integrating stochasticity into the objective function avoids Monte Carlo computation in the optimisation of beef feedlots

Computers and Electronics in Agriculture
Concurrent differential evolution based on generational model for multi-core CPUs

SEAL'12 Proceedings of the 9th international conference on Simulated Evolution and Learning
Hybrid Taguchi-differential evolution algorithm for optimization of multi-pass turning operations

Applied Soft Computing
A hybrid differential evolution algorithm for job shop scheduling problems with expected total tardiness criterion

Applied Soft Computing
A hybrid approach based on differential evolution and tissue membrane systems for solving constrained manufacturing parameter optimization problems

Applied Soft Computing
A new hybrid differential evolution algorithm for the selection of optimal machining parameters in milling operations

Applied Soft Computing
Multi-core implementation of the differential ant-stigmergy algorithm for numerical optimization

The Journal of Supercomputing
Optimized bi-dimensional data projection for clustering visualization

Information Sciences: an International Journal
Investigating Multi-View Differential Evolution for solving constrained engineering design problems

Expert Systems with Applications: An International Journal
Parallel machine scheduling with splitting jobs by a hybrid differential evolution algorithm

Computers and Operations Research
Co-Evolutionary Algorithms Based on Mixed Strategy

Journal of Information Technology Research
Improving differential evolution through a unified approach

Journal of Global Optimization
A preference multi-objective optimization based on adaptive rank clone and differential evolution

Natural Computing: an international journal
A study on scale factor/crossover interaction in distributed differential evolution

Artificial Intelligence Review
Particle swarm optimisation with differential mutation

International Journal of Intelligent Systems Technologies and Applications
Simplified swarm optimization with differential evolution mutation strategy for parameter search

Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication
An optimized watermarking technique employing SVD in DWT domain

Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication
Performance of informative differential evolution algorithm with self adaptive re-clustering technique on the problems of electromagnetism: the linear array antenna synthesis

SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
An adaptive memetic algorithm for multi-robot path-planning

SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Multipopulation based differential evolution with self exploitation strategy

SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
PSO-Tuned control parameter in differential evolution algorithm

SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Adaptive differential evolution with directional information based search moves

SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Circular antenna array design using novel perturbation based artificial bee colony algorithm

SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Cooperative co-evolutionary teaching-learning based algorithm with a modified exploration strategy for large scale global optimization

SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Teaching learning based optimization for neural networks learning enhancement

SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Opposition differential evolution based method for text summarization

ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part I
Differential evolution based soft optimization to attenuate vane-rotor shock interaction in high-pressure turbines

Applied Soft Computing
Evolutionary algorithm characterization in real parameter optimization problems

Applied Soft Computing
Self-adaptive differential evolution for feature selection in hyperspectral image data

Applied Soft Computing
Using meta-heuristics for project scheduling under mode identity constraints

Applied Soft Computing
A hybrid differential evolution algorithm based on particle swarm optimization for nonconvex economic dispatch problems

Applied Soft Computing
A proposed PCNN features quality optimization technique for pose-invariant 3D Arabic sign language recognition

Applied Soft Computing
Particle Swarm Optimization for the Vehicle Routing Problem with Stochastic Demands

Applied Soft Computing
An improved evolutionary algorithm for extractive text summarization

ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part II
Hybrid multiobjective artificial bee colony with differential evolution applied to motif finding

EvoBIO'13 Proceedings of the 11th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Self-adaptive differential evolution incorporating a heuristic mixing of operators

Computational Optimization and Applications
A penalty function-based differential evolution algorithm for constrained global optimization

Computational Optimization and Applications
The Multilayer Random Neural Network

Neural Processing Letters
Optimization of a stochastic remanufacturing network with an exchange option

Decision Support Systems
Asynchronous evaluation based genetic programming: comparison of asynchronous and synchronous evaluation and its analysis

EuroGP'13 Proceedings of the 16th European conference on Genetic Programming
Adaptive MOEA/D for QoS-based web service composition

EvoCOP'13 Proceedings of the 13th European conference on Evolutionary Computation in Combinatorial Optimization
Identifying market price levels using differential evolution

EvoApplications'13 Proceedings of the 16th European conference on Applications of Evolutionary Computation
A conceptual comparison of the Cuckoo-search, particle swarm optimization, differential evolution and artificial bee colony algorithms

Artificial Intelligence Review
Differential evolution based nearest prototype classifier with optimized distance measures for the features in the data sets

Expert Systems with Applications: An International Journal
Differential evolution with local information for neuro-fuzzy systems optimisation

Knowledge-Based Systems
A model-independent Particle Swarm Optimisation software for model calibration

Environmental Modelling & Software
Hypoglycaemia detection using fuzzy inference system with multi-objective double wavelet mutation Differential Evolution

Applied Soft Computing
Sensor deployment for fault diagnosis using a new discrete optimization algorithm

Applied Soft Computing
Gases Brownian Motion Optimization: an Algorithm for Optimization (GBMO)

Applied Soft Computing
Distributed memetic differential evolution with the synergy of Lamarckian and Baldwinian learning

Applied Soft Computing
A comparison among stochastic optimization algorithms for parameter estimation of biochemical kinetic models

Applied Soft Computing
Optimal gain scheduling controller design of a pitch-controlled VS-WECS using DE optimization algorithm

Applied Soft Computing
Accelerated biogeography-based optimization with neighborhood search for optimization

Applied Soft Computing
Three improved hybrid metaheuristic algorithms for engineering design optimization

Applied Soft Computing
Triple and quadruple comparison-based interactive differential evolution and differential evolution

Proceedings of the twelfth workshop on Foundations of genetic algorithms XII
A variable iterated greedy algorithm with differential evolution for the no-idle permutation flowshop scheduling problem

Computers and Operations Research
An improved adaptive differential evolution algorithm with population adaptation

Proceedings of the 15th annual conference on Genetic and evolutionary computation
A hybrid particle swarm with velocity mutation for constraint optimization problems

Proceedings of the 15th annual conference on Genetic and evolutionary computation
Crowding-based local differential evolution with speciation-based memory archive for dynamic multimodal optimization

Proceedings of the 15th annual conference on Genetic and evolutionary computation
Inferring large scale genetic networks with S-system model

Proceedings of the 15th annual conference on Genetic and evolutionary computation
Asynchronous differential evolution with adaptive correlation matrix

Proceedings of the 15th annual conference on Genetic and evolutionary computation
Many-hard-objective optimization using differential evolution based on two-stage constraint-handling

Proceedings of the 15th annual conference on Genetic and evolutionary computation
Self organizing classifiers and niched fitness

Proceedings of the 15th annual conference on Genetic and evolutionary computation
Optimization of a supersonic airfoil using the multi-objective alliance algorithm

Proceedings of the 15th annual conference on Genetic and evolutionary computation
Bio-inspired methods for fast and robust arrangement of thermoelectric modulus

International Journal of Bio-Inspired Computation
A new hybrid algorithm for unconstrained optimisation problems

International Journal of Computer Applications in Technology
Metaheuristic algorithms for inverse problems

International Journal of Innovative Computing and Applications
Multi-objective optimization with estimation of distribution algorithm in a noisy environment

Evolutionary Computation
Dynamic selection of migration flows in island model differential evolution

Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Unsupervised feature selection using rough set and teaching learning-based optimisation

International Journal of Artificial Intelligence and Soft Computing
Multiobjective differential evolution in the optimization of topological active models

Applied Soft Computing
Applying MOEAs to solve the static Routing and Wavelength Assignment problem in optical WDM networks

Engineering Applications of Artificial Intelligence
Flexible job shop scheduling using hybrid differential evolution algorithms

Computers and Industrial Engineering
Automatic generation of evolutionary operators: a study with mutation strategies for the differential evolution

Proceedings of the 28th Annual ACM Symposium on Applied Computing
Exploration and exploitation in evolutionary algorithms: A survey

ACM Computing Surveys (CSUR)
Robotic behavior implementation using two different differential evolution variants

MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
A simple adaptive algorithm for numerical optimization

MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Computational Intelligence - Volume Part II
Observation-Driven adaptive differential evolution for robust bronchoscope 3-d motion tracking

ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Benchmarking a hybrid multi level single linkagealgorithm on the bbob noiseless testbed

Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Genetic participatory algorithm and system modeling

Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Differential evolution strategies with random forest regression in the bat algorithm

Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
A survey on optimization metaheuristics

Information Sciences: an International Journal
Discrete artificial bee colony for computationally efficient symbol detection in multidevice STBC MIMO Systems

Advances in Artificial Intelligence
Borg: An auto-adaptive many-objective evolutionary computing framework

Evolutionary Computation
Asynchronous master-slave parallelization of differential evolution for multi-objective optimization

Evolutionary Computation
Efficient differential evolution algorithm-based optimisation of fuzzy prediction model for time series forecasting

International Journal of Intelligent Information and Database Systems
Application-level voltage and frequency tuning of multi-phase program on the SCC

Proceedings of the 3rd International Workshop on Adaptive Self-Tuning Computing Systems
Early experiments with neural diversity machines

Neurocomputing
Efficient differential evolution algorithm-based optimisation of fuzzy prediction model for time series forecasting

International Journal of Intelligent Information and Database Systems
Parallelizing a hybrid multiobjective differential evolution for identifying cis-regulatory elements

Proceedings of the 20th European MPI Users' Group Meeting
Adaptive Memetic Differential Evolution with Global and Local neighborhood-based mutation operators

Information Sciences: an International Journal
On the behavior and performance of chaos driven PSO algorithm with inertia weight

Computers & Mathematics with Applications
Dynamic promotional allocation for multi-products in segmented market under first and repeat purchase behaviour

International Journal of Advanced Intelligence Paradigms
The combination of differential evolution and color attention for object recognition

Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
New genetic algorithm with a maximal information coefficient based mutation

Proceedings of the 51st ACM Southeast Conference
Non-dominated sorting genetic algorithm with decomposition to solve constrained optimisation problems

International Journal of Bio-Inspired Computation
Hybrid algorithm performance with varying population size for multi-objective optimisation of in-situ bioremediation of groundwater

International Journal of Bio-Inspired Computation
An operational policy for an integrated inventory system under consignment stock policy with controllable lead time and buyers' space limitation

Computers and Operations Research
PCA-ELM: A Robust and Pruned Extreme Learning Machine Approach Based on Principal Component Analysis

Neural Processing Letters
A novel differential evolution algorithm for binary optimization

Computational Optimization and Applications
Comprehensive Survey of the Hybrid Evolutionary Algorithms

International Journal of Applied Evolutionary Computation
OLYMPUS: An automated hybrid clustering method in time series gene expression. Case study: Host response after Influenza A (H1N1) infection

Computer Methods and Programs in Biomedicine
A swarm optimization algorithm inspired in the behavior of the social-spider

Expert Systems with Applications: An International Journal
A real-integer-discrete-coded differential evolution

Applied Soft Computing
A novel artificial bee colony algorithm with Powell's method

Applied Soft Computing
A parameter control method of evolutionary algorithms using exploration and exploitation measures with a practical application for fitting Sovova's mass transfer model

Applied Soft Computing
Free Pattern Search for global optimization

Applied Soft Computing
A novel efficient algorithm for mobile robot localization

Robotics and Autonomous Systems
Novel Low-Complexity Partial Transmit Sequences Scheme for PAPR Reduction in OFDM Systems Using Adaptive Differential Evolution Algorithm

Wireless Personal Communications: An International Journal
Power law-based local search in differential evolution

International Journal of Computational Intelligence Studies
Dynamic group-based differential evolution using a self-adaptive strategy for global optimization problems

Applied Intelligence
An optimization algorithm employing multiple metamodels and optimizers

International Journal of Automation and Computing
Many objective visual analytics: rethinking the design of complex engineered systems

Structural and Multidisciplinary Optimization
Efficient global optimization algorithm assisted by multiple surrogate techniques

Journal of Global Optimization
Enhancing distributed differential evolution with multicultural migration for global numerical optimization

Information Sciences: an International Journal
Parameter-less algorithm for evolutionary-based optimization

Computational Optimization and Applications
Holistic biquadratic IIR filter design for communication systems using differential evolution

Journal of Control Science and Engineering - Special issue on Hardware Implementation of Digital Signal Processing Algorithms
Comparison between coupled local minimizers method and differential evolution algorithm in dynamic damage detection problems

Advances in Engineering Software
Scalar vs. vector approach to bi-objective resource allocation in spatially distributed networks

International Journal of Innovative Computing and Applications
Contour Gradient Optimization

International Journal of Swarm Intelligence Research
Upgradation of business applications with autonomic computing

Proceedings of the 6th ACM India Computing Convention
Optimized neural network ensemble by combination of particle swarm optimization and differential evolution

ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part I
Nature inspired heuristics for attack of simplified DES algorithm

Proceedings of the 6th International Conference on Security of Information and Networks
Using dynamic multi-swarm particle swarm optimizer to improve the image sparse decomposition based on matching pursuit

ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories and Technology
Clock Drift Management Using Nature Inspired Algorithms

Journal of Information Technology Research
A Riemannian subgradient algorithm for economic dispatch with valve-point effect

Journal of Computational and Applied Mathematics
A hybrid differential evolution augmented Lagrangian method for constrained numerical and engineering optimization

Computer-Aided Design
A triangulation-based hole patching method using differential evolution

Computer-Aided Design
A medical diagnosis support system based on automatic knowledge extraction from databases through differential evolution

International Journal of Data Mining and Bioinformatics
An analysis of the migration rates for biogeography-based optimization

Information Sciences: an International Journal
A Novel Radial Basis Function Networks Locally Tuned with Differential Evolution for Classification: An Application in Medical Science

International Journal of Systems Biology and Biomedical Technologies
Optimized task scheduling and resource allocation on cloud computing environment using improved differential evolution algorithm

Computers and Operations Research
Accelerating Gaussian bare-bones differential evolution using neighbourhood mutation

International Journal of Computing Science and Mathematics
Color image quantization algorithm based on self-adaptive differential evolution

Computational Intelligence and Neuroscience
An adaptive single-point algorithm for global numerical optimization

Expert Systems with Applications: An International Journal
Two-layer particle swarm optimization with intelligent division of labor

Engineering Applications of Artificial Intelligence
On the equivalences and differences of evolutionary algorithms

Engineering Applications of Artificial Intelligence
DE+RBFNs based classification: A special attention to removal of inconsistency and irrelevant features

Engineering Applications of Artificial Intelligence
Hybrid BFOA-PSO algorithm for automatic generation control of linear and nonlinear interconnected power systems

Applied Soft Computing
Enhanced particle swarm optimizer incorporating a weighted particle

Neurocomputing
Optimized weights of document keywords for auto-reply accuracy

Neurocomputing
Geometric differential evolution for combinatorial and programs spaces

Evolutionary Computation
A new hybrid differential evolution with simulated annealing and self-adaptive immune operation

Computers & Mathematics with Applications
Modeling and optimization for the joint replenishment and delivery problem with heterogeneous items

Knowledge-Based Systems
Minimization of cost, sediment load, and sensitivity to climate change in a watershed management application

Environmental Modelling & Software
Differential evolution as a new method of computing nash equilibria

Transactions on Computational Collective Intelligence IX
Routing and wavelength assignment in all optical networks using differential evolution optimization

Photonic Network Communications
A hybrid algorithm for constrained portfolio selection problems

Applied Intelligence
Addressing imbalanced classification with instance generation techniques: IPADE-ID

Neurocomputing
Identification time-delayed fractional order chaos with functional extrema model via differential evolution

Expert Systems with Applications: An International Journal
A novel switching local evolutionary PSO for quantitative analysis of lateral flow immunoassay

Expert Systems with Applications: An International Journal
A case study of innovative population-based algorithms in 3D modeling: Artificial bee colony, biogeography-based optimization, harmony search

Expert Systems with Applications: An International Journal
RFID technology investment evaluation model for the stochastic joint replenishment and delivery problem

Expert Systems with Applications: An International Journal
Inversion mechanism with functional extrema model for identification incommensurate and hyper fractional chaos via differential evolution

Expert Systems with Applications: An International Journal
Modeling a shape memory alloy actuator using an evolvable recursive black-box and hybrid heuristic algorithms inspired based on the annual migration of salmons in nature

Applied Soft Computing
A solution process for simulation-based multiobjective design optimization with an application in the paper industry

Computer-Aided Design
Parameter optimization of PEMFC model with improved multi-strategy adaptive differential evolution

Engineering Applications of Artificial Intelligence
Particle swarm optimization with increasing topology connectivity

Engineering Applications of Artificial Intelligence
Adaptive generalized crowding for genetic algorithms

Information Sciences: an International Journal
ADEMO/D: Multiobjective optimization by an adaptive differential evolution algorithm

Neurocomputing
Differential evolution methods based on local searches

Computers and Operations Research
Emergency railway wagon scheduling by hybrid biogeography-based optimization

Computers and Operations Research
Kullback-Leibler divergence-based global localization for mobile robots

Robotics and Autonomous Systems
Reversible watermarking scheme for medical image based on differential evolution

Expert Systems with Applications: An International Journal
Moving object detection using Markov Random Field and Distributed Differential Evolution

Applied Soft Computing
Repairing the crossover rate in adaptive differential evolution

Applied Soft Computing
Automated runtime recovery for QoS-based service composition

Proceedings of the 23rd international conference on World wide web
An improved differential evolution algorithm based on adaptive parameter

Journal of Control Science and Engineering - Special issue on Advances in Methods for Networked and Cyber-Physical System
Speeding up NEC electromagnetic simulation using GPU technology for antenna design problems

International Journal of Computing Science and Mathematics
Analysis of learning-based multi-agent simulated annealing algorithm for function optimisation problems

International Journal of Computing Science and Mathematics
A modified harmony search method for wind generator design

International Journal of Bio-Inspired Computation
Component sizing of a plug-in hybrid electric vehicle powertrain, Part A: coupling bio-inspired techniques to meshless variable-fidelity surrogate models

International Journal of Bio-Inspired Computation
Stud krill herd algorithm

Neurocomputing
Differential evolution based 3-D guidance law for a realistic interceptor model

Applied Soft Computing
Implementing support vector regression with differential evolution to forecast motherboard shipments

Expert Systems with Applications: An International Journal
Differential evolution with multi-constraint consensus methods for constrained optimization

Journal of Global Optimization
Analysing the scalability of multiobjective evolutionary algorithms when solving the motif discovery problem

Journal of Global Optimization
Optimized graph-based segmentation for ultrasound images

Neurocomputing
Grey Wolf Optimizer

Advances in Engineering Software
Development of a knowledge library for automated watershed modeling

Environmental Modelling & Software
A differential memetic algorithm

Artificial Intelligence Review
Chaotic Evolution: fusion of chaotic ergodicity and evolutionary iteration for optimization

Natural Computing: an international journal
Multi-level image thresholding by synergetic differential evolution

Applied Soft Computing
A 3D undulatory locomotion model inspired by C. elegans through DNN approach

Neurocomputing
A differential evolution based approach for estimating minimal model parameters from IVGTT data

Computers in Biology and Medicine
Weighted Average-Based Multi-Objective Optimization of Tube Spinning Process using Non-Traditional Optimization Techniques

International Journal of Swarm Intelligence Research
A parallel cooperative team of multiobjective evolutionary algorithms for motif discovery

The Journal of Supercomputing
Chaotic differential evolution algorithm for resource constrained project scheduling problem

International Journal of Computing Science and Mathematics
Autonomous UAV based search operations using Constrained Sampling Evolutionary Algorithms

Neurocomputing
Multidisciplinary design optimization of a compact highly loaded fan

Structural and Multidisciplinary Optimization
On the calibration of simplified vehicle crash models

Structural and Multidisciplinary Optimization
Time frequency analysis and power signal disturbance classification using support vector machine and differential evolution algorithm

International Journal of Knowledge-based and Intelligent Engineering Systems
Dynamic resource allocation in OFDM systems using DE and FRBS

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
New variants/hybrid methods of memetic algorithm for solving optimal power flow problem with load uncertainty

International Journal of Hybrid Intelligent Systems
An automatic method for construction of ensembles to time series prediction

International Journal of Hybrid Intelligent Systems
Enhancing performance of particle swarm optimization through an algorithmic link with genetic algorithms

Computational Optimization and Applications
Enhancing the search ability of differential evolution through competent leader

International Journal of High Performance Systems Architecture
Bio-inspired optimisation for economic load dispatch: a review

International Journal of Bio-Inspired Computation
Parallel Parameter Identification in Industrial Biotechnology

International Journal of Parallel Programming
Order statistics and region-based evolutionary computation

Journal of Global Optimization
Minimizing the total completion time in a distributed two stage assembly system with setup times

Computers and Operations Research

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Abstract

A new heuristic approach for minimizing possiblynonlinear and non-differentiable continuous spacefunctions is presented. By means of an extensivetestbed it is demonstrated that the new methodconverges faster and with more certainty than manyother acclaimed global optimization methods. The newmethod requires few control variables, is robust, easyto use, and lends itself very well to parallelcomputation.