Uniform crossover in genetic algorithms
Proceedings of the third international conference on Genetic algorithms
Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
The evolution of evolvability in genetic programming
Advances in genetic programming
Randomized algorithms
Hidden order: how adaptation builds complexity
Hidden order: how adaptation builds complexity
Outline for a Logical Theory of Adaptive Systems
Journal of the ACM (JACM)
The theory of evolution strategies
The theory of evolution strategies
Evolutionary Computation: The Fossil Record
Evolutionary Computation: The Fossil Record
Evolution and Optimum Seeking: The Sixth Generation
Evolution and Optimum Seeking: The Sixth Generation
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Numerical Optimization of Computer Models
Numerical Optimization of Computer Models
Contemporary Evolution Strategies
Proceedings of the Third European Conference on Advances in Artificial Life
A Spatial Predator-Prey Approach to Multi-objective Optimization: A Preliminary Study
PPSN V Proceedings of the 5th International Conference on Parallel Problem Solving from Nature
On the Optimization of Unimodal Functions with the (1 + 1) Evolutionary Algorithm
PPSN V Proceedings of the 5th International Conference on Parallel Problem Solving from Nature
Application of the `Evolutionsstrategie' to Discrete Optimization Problems
PPSN I Proceedings of the 1st Workshop on Parallel Problem Solving from Nature
PPSN III Proceedings of the International Conference on Evolutionary Computation. The Third Conference on Parallel Problem Solving from Nature: Parallel Problem Solving from Nature
Step-Size Adaption Based on Non-Local Use of Selection Information
PPSN III Proceedings of the International Conference on Evolutionary Computation. The Third Conference on Parallel Problem Solving from Nature: Parallel Problem Solving from Nature
An Evolutionary Algorithm for Integer Programming
PPSN III Proceedings of the International Conference on Evolutionary Computation. The Third Conference on Parallel Problem Solving from Nature: Parallel Problem Solving from Nature
Refueling of a Nuclear Power Plant: Comparison of a Naive and a Specialized Mutation Operator
PPSN IV Proceedings of the 4th International Conference on Parallel Problem Solving from Nature
Metric Based Evolutionary Algorithms
Proceedings of the European Conference on Genetic Programming
The Dynamics of Evolution Strategies in the Optimization of Traveling Salesman Problems
EP '97 Proceedings of the 6th International Conference on Evolutionary Programming VI
On the Analysis of Evolutionary Algorithms - A Proof That Crossover Really Can Help
ESA '99 Proceedings of the 7th Annual European Symposium on Algorithms
Completely Derandomized Self-Adaptation in Evolution Strategies
Evolutionary Computation
Analysis of the (1, λ) - ES on the Parabolic Ridge
Evolutionary Computation
Analysis of the (μ/μ, λ) - ES on the Parabolic Ridge
Evolutionary Computation
Toward a theory of evolution strategies: On the benefits of sex---the (μ/μ, λ) theory
Evolutionary Computation
Toward a theory of evolution strategies: Self-adaptation
Evolutionary Computation
How mutation and selection solve long-path problems in polynomial expected time
Evolutionary Computation
Fda -a scalable evolutionary algorithm for the optimization of additively decomposed functions
Evolutionary Computation
Parameter control in evolutionary algorithms
IEEE Transactions on Evolutionary Computation
On the performance of (1, λ)-evolution strategies for theridge function class
IEEE Transactions on Evolutionary Computation
On self-adaptive features in real-parameter evolutionary algorithms
IEEE Transactions on Evolutionary Computation
Local performance of the (1 + 1)-ES in a noisy environment
IEEE Transactions on Evolutionary Computation
Recent approaches to global optimization problems through Particle Swarm Optimization
Natural Computing: an international journal
Parallel evolutionary training algorithms for “hardware-friendly“ neural networks
Natural Computing: an international journal
Neural computing increases robot adaptivity
Natural Computing: an international journal
How to analyse evolutionary algorithms
Theoretical Computer Science - Natural computing
Learning probability distributions in continuous evolutionary algorithms– a comparative review
Natural Computing: an international journal
Evolutionary Adaptation of Nonlinear Dynamical Systems in Computational Neuroscience
Genetic Programming and Evolvable Machines
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Evolutionary strategies for multi-scale radial basis function kernels in support vector machines
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
A mutation operator for evolution strategies to handle constrained problems
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Optimal number of evolution strategies mutation step sizes in dynamic environments
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Efficient credit assignment through evaluation function decomposition
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Total synthesis of algorithmic chemistries
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
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)
Learning environment dynamics from self-adaptation: a preliminary investigation
GECCO '05 Proceedings of the 7th annual workshop on Genetic and evolutionary computation
Hierarchically organised evolution strategies on the parabolic ridge
Proceedings of the 8th annual conference on Genetic and evolutionary computation
A computational efficient covariance matrix update and a (1+1)-CMA for evolution strategies
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Evolutionary learning with kernels: a generic solution for large margin problems
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Optimizing of NC tool paths for five-axis milling using evolutionary algorithms on wavelets
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Grid computing for parallel bioinspired algorithms
Journal of Parallel and Distributed Computing - Special issue on parallel bioinspired algorithms
A comprehensive review of nature inspired routing algorithms for fixed telecommunication networks
Journal of Systems Architecture: the EUROMICRO Journal - Special issue: Nature-inspired applications and systems
Optimum tracking with evolution strategies
Evolutionary Computation
Metabolic Flux Estimation-A Self-Adaptive Evolutionary Algorithm with Singular Value Decomposition
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Covariance Matrix Adaptation for Multi-objective Optimization
Evolutionary Computation
On the use of evolution strategies for optimising certain positive definite quadratic forms
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Particle swarm guided evolution strategy
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Sex and death: towards biologically inspired heuristics for constraint handling
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Performance analysis of niching algorithms based on derandomized-ES variants
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Controlling overfitting with multi-objective support vector machines
Proceedings of the 9th annual conference on Genetic and evolutionary computation
ICSPEA: evolutionary five-axis milling path optimisation
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Visual information retrieval using synthesized imagery
Proceedings of the 6th ACM international conference on Image and video retrieval
The landscape adaptive particle swarm optimizer
Applied Soft Computing
Development of scheduling strategies with Genetic Fuzzy systems
Applied Soft Computing
Evolving parameters of multi-scale radial basis function kernels for support vector machines
ACST'07 Proceedings of the third conference on IASTED International Conference: Advances in Computer Science and Technology
A model for parameter setting based on Bayesian networks
Engineering Applications of Artificial Intelligence
Restricted gradient-descent algorithm for value-function approximation in reinforcement learning
Artificial Intelligence
Optimizing on-demand data broadcast scheduling in pervasive environments
EDBT '08 Proceedings of the 11th international conference on Extending database technology: Advances in database technology
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Why noise may be good: additive noise on the sharp ridge
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Performance analysis of derandomized evolution strategies in quantum control experiments
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Step length adaptation on ridge functions
Evolutionary Computation
Human-competitive lens system design with evolution strategies
Applied Soft Computing
Learning in a High Dimensional Space: Fast Omnidirectional Quadrupedal Locomotion
RoboCup 2006: Robot Soccer World Cup X
Gaining Insights into Laser Pulse Shaping by Evolution Strategies
IWINAC '07 Proceedings of the 2nd international work-conference on The Interplay Between Natural and Artificial Computation, Part I: Bio-inspired Modeling of Cognitive Tasks
Robustness of Isotropic Stable Mutations in a General Search Space
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Convergence Analysis of Evolution Strategies with Random Numbers of Offspring
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
Premature Convergence in Constrained Continuous Search Spaces
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
Lower Bounds for Evolution Strategies Using VC-Dimension
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
Niche Radius Adaptation with Asymmetric Sharing
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
Adaptive Encoding: How to Render Search Coordinate System Invariant
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
Evolving Neural Networks for Online Reinforcement Learning
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
Towards open decision support systems based on semantic focused crawling
Expert Systems with Applications: An International Journal
Evolution strategies with cumulative step length adaptation on the noisy parabolic ridge
Natural Computing: an international journal
Variable Metric Reinforcement Learning Methods Applied to the Noisy Mountain Car Problem
Recent Advances in Reinforcement Learning
A hybrid CMA-ES and HDE optimisation algorithm with application to solar energy potential
Applied Soft Computing
Enhancing network based intrusion detection for imbalanced data
International Journal of Knowledge-based and Intelligent Engineering Systems
Niching with derandomized evolution strategies in artificial and real-world landscapes
Natural Computing: an international journal
Simulation-based optimization of a complex mail transportation network
Proceedings of the 40th Conference on Winter Simulation
Staff Scheduling with Particle Swarm Optimisation and Evolution Strategies
EvoCOP '09 Proceedings of the 9th European Conference on Evolutionary Computation in Combinatorial Optimization
Adaptability of Algorithms for Real-Valued Optimization
EvoWorkshops '09 Proceedings of the EvoWorkshops 2009 on Applications of Evolutionary Computing: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG
Stochastic Local Search Techniques with Unimodal Continuous Distributions: A Survey
EvoWorkshops '09 Proceedings of the EvoWorkshops 2009 on Applications of Evolutionary Computing: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG
Fast evolutionary maximum margin clustering
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Learning Human-Level AI abilities to drive racing cars
Proceedings of the 2005 conference on Artificial Intelligence Research and Development
Modeling evolutionary fitness for DNA motif discovery
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
A novel approach to adaptive isolation in evolution strategies
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
On strategy parameter control by Meta-ES
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Tone mapping by interactive evolution
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Evolving an autonomous agent for non-Markovian reinforcement learning
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Comparison of Evolutionary Techniques for Value-at-Risk Calculation
Proceedings of the 2007 EvoWorkshops 2007 on EvoCoMnet, EvoFIN, EvoIASP,EvoINTERACTION, EvoMUSART, EvoSTOC and EvoTransLog: Applications of Evolutionary Computing
Expert Systems with Applications: An International Journal
Voice Pathology Classification by Using Features from High-Speed Videos
AIME '09 Proceedings of the 12th Conference on Artificial Intelligence in Medicine: Artificial Intelligence in Medicine
Computers and Operations Research
An evolutionary approach to query-sampling for heterogeneous systems
Expert Systems with Applications: An International Journal
Neuroevolution strategies for episodic reinforcement learning
Journal of Algorithms
A probabilistic memetic framework
IEEE Transactions on Evolutionary Computation
Evolutionary optimization of dynamics models in sequential Monte Carlo target tracking
IEEE Transactions on Evolutionary Computation
An Improved Harmony Search Algorithm with Differential Mutation Operator
Fundamenta Informaticae - Swarm Intelligence
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Orbit transfer manoeuvres as a test benchmark for comparison metrics of evolutionary algorithms
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
A memetic algorithm for global optimization in chemical process synthesis
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Locust swarms: a new multi-optima search technique
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Genetic Local Search for Optimum Multiuser Detection Problem in DS-CDMA Systems
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
An Analysis of Locust Swarms on Large Scale Global Optimization Problems
ACAL '09 Proceedings of the 4th Australian Conference on Artificial Life: Borrowing from Biology
Optimization in Fractal and Fractured Landscapes Using Locust Swarms
ACAL '09 Proceedings of the 4th Australian Conference on Artificial Life: Borrowing from Biology
Sentiment Classification with Support Vector Machines and Multiple Kernel Functions
ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II
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)
On the evolution of artificial Tetris players
CIG'09 Proceedings of the 5th international conference on Computational Intelligence and Games
Closed-loop evolutionary multiobjective optimization
IEEE Computational Intelligence Magazine
Memetic algorithms for continuous optimisation based on local search chains
Evolutionary Computation
Adaptive niche radii and niche shapes approaches for niching with the cma-es
Evolutionary Computation
Information Sciences: an International Journal
Evolutionary tuning of multiple SVM parameters
Neurocomputing
Optimal elevator group control by evolution strategies
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
On advantages of scheduling using genetic fuzzy systems
JSSPP'06 Proceedings of the 12th international conference on Job scheduling strategies for parallel processing
Mutative self-adaptation on the sharp and parabolic ridge
FOGA'07 Proceedings of the 9th international conference on Foundations of genetic algorithms
Towards evolutionary network reconstruction tools for systems biology
EvoBIO'07 Proceedings of the 5th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
Substitution matrix optimisation for peptide classification
EvoBIO'07 Proceedings of the 5th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
Capabilities of EMOA to detect and preserve equivalent pareto subsets
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
Classification of functional voice disorders based on phonovibrograms
Artificial Intelligence in Medicine
A survey on the application of genetic programming to classification
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Hybrid numerical optimization for combinatorial network problems
HM'07 Proceedings of the 4th international conference on Hybrid metaheuristics
A steepest descent evolution immune algorithm for multimodal function optimization
ISICA'07 Proceedings of the 2nd international conference on Advances in computation and intelligence
A new recurring multistage evolutionary algorithm for solving problems efficiently
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Meta-evolution strategy to focused crawling on semantic web
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Analyzing the role of "smart" start points in coarse search-greedy search
ACAL'07 Proceedings of the 3rd Australian conference on Progress in artificial life
Cumulative step length adaptation for evolution strategies using negative recombination weights
Evo'08 Proceedings of the 2008 conference on Applications of evolutionary computing
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
Unsupervised learning of echo state networks: a case study in artificial embryogeny
EA'07 Proceedings of the Evolution artificielle, 8th international conference on Artificial evolution
Fundamenta Informaticae - Intelligent Data Analysis in Granular Computing
Automatic tuning of communication protocols for vehicular ad hoc networks using metaheuristics
Engineering Applications of Artificial Intelligence
Elitistic evolution: an efficient heuristic for global optimization
ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms
Rake selection: a novel evolutionary multi-objective optimization algorithm
KI'09 Proceedings of the 32nd annual German conference on Advances in artificial intelligence
Stochastic feature selection in support vector machine based instrument recognition
KI'09 Proceedings of the 32nd annual German conference on Advances in artificial intelligence
Active covariance matrix adaptation for the (1+1)-CMA-ES
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Tuning optimization algorithms for real-world problems by means of surrogate modeling
Proceedings of the 12th annual conference on Genetic and evolutionary computation
DBSCAN-based multi-objective niching to approximate equivalent pareto-subsets
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Evolving heterochrony for cellular differentiation using vector field embryogeny
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Towards an understanding of locality in genetic programming
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
Computer Methods and Programs in Biomedicine
A Lamarckian Hybrid of Differential Evolution and Conjugate Gradients for Neural Network Training
Neural Processing Letters
An improved multi-objective evolutionary algorithm for the vehicle routing problem with time windows
Computers and Operations Research
A new approach to improving multilingual summarization using a genetic algorithm
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
A survey on approaches for reliability-based optimization
Structural and Multidisciplinary Optimization
Optimization of forging processes using Finite Element simulations
Structural and Multidisciplinary Optimization
Designing fractional-order PIλDμ controller using differential harmony search algorithm
International Journal of Bio-Inspired Computation
Evolutionary algorithms with stable mutations based on a discrete spectral measure
ICAISC'10 Proceedings of the 10th international conference on Artifical intelligence and soft computing: Part II
Automatic generation of optimised working time models in personnel planning
ANTS'10 Proceedings of the 7th international conference on Swarm intelligence
Selecting small audio feature sets in music classification by means of asymmetric mutation
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I
Environment-driven embodied evolution in a population of autonomous agents
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part II
Evolutionary strategies used for the mobile robot trajectory tracking control
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part II
On the behaviour of evolution strategies optimising cigar functions
Evolutionary Computation
A review of constraint-handling techniques for evolution strategies
Applied Computational Intelligence and Soft Computing - Special issue on theory and applications of evolutionary computation
On the behaviour of the (1,λ)-es for a simple constrained problem
Proceedings of the 11th workshop proceedings on Foundations of genetic algorithms
A generic coordination mechanism for lot-sizing in supply chains
Electronic Commerce Research
A novel particle swarm optimization algorithm with adaptive inertia weight
Applied Soft Computing
Evolution strategies based adaptive Lp LS-SVM
Information Sciences: an International Journal
Perceptrons without output codes
SMO'05 Proceedings of the 5th WSEAS international conference on Simulation, modelling and optimization
Component-based construction of bio-pathway models: The parameter estimation problem
Theoretical Computer Science
Finding pre-images via evolution strategies
Applied Soft Computing
A new memory based variable-length encoding genetic algorithm for multiobjective optimization
EMO'11 Proceedings of the 6th international conference on Evolutionary multi-criterion optimization
Evolutionary approach to improve wavelet transforms for image compression in embedded systems
EURASIP Journal on Advances in Signal Processing - Special issue on biologically inspired signal processing: analyses, algorithms and applications
Tuning metaheuristics: A data mining based approach for particle swarm optimization
Expert Systems with Applications: An International Journal
Coupling simulation with heuristiclab to solve facility layout problems
Winter Simulation Conference
ACIIDS'11 Proceedings of the Third international conference on Intelligent information and database systems - Volume Part II
Racing to improve on-line, on-board evolutionary robotics
Proceedings of the 13th annual conference on Genetic and evolutionary computation
High dimensions and heavy tails for natural evolution strategies
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Analysis of a repair mechanism for the (1,λ)-ES applied to a simple constrained problem
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Integrating niching into the predator-prey model using epsilon-constraints
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
A framework for multi-model EDAs with model recombination
EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part I
Integrated generation of working time models and staff schedules in workforce management
EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part II
The optimisation research of screw conveyor
International Journal of Innovative Computing and Applications
Electrical discharge machine using fuzzy for fitness evolutionary strategies optimization (EDiMƒESO)
Proceedings of the 15th WSEAS international conference on Computers
MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
Defining locality as a problem difficulty measure in genetic programming
Genetic Programming and Evolvable Machines
Variance scaling for EDAs revisited
KI'11 Proceedings of the 34th Annual German conference on Advances in artificial intelligence
Evolutionary approach for semantic-based query sampling in large-scale information sources
Information Sciences: an International Journal
Superposition and Alignment of Labeled Point Clouds
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
On-Board Evolutionary Algorithm and Off-Line Rule Discovery for Column Formation in Swarm Robotics
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 02
Evolutionary algorithm for stochastic job shop scheduling with random processing time
Expert Systems with Applications: An International Journal
Solving the stochastic dynamic lot-sizing problem through nature-inspired heuristics
Computers and Operations Research
Evolution of reactive rules in multi player computer games based on imitation
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Cumulative step length adaptation on ridge functions
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
Searching for balance: understanding self-adaptation on ridge functions
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
Evolution strategies and multi-objective optimization of permanent magnet motor
Applied Soft Computing
Evolutionary optimization of sequence kernels for detection of bacterial gene starts
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
Natural inspiration for artificial adaptivity: some neurocomputing experiences in robotics
UC'05 Proceedings of the 4th international conference on Unconventional Computation
Manufacturer-retailer supply chain coordination: A bi-level programming approach
Advances in Engineering Software
Entropy-based efficiency enhancement techniques for evolutionary algorithms
Information Sciences: an International Journal
Theoretical Computer Science
Investigation of one-go evolution strategy/quasi-newton hybridizations
HM'06 Proceedings of the Third international conference on Hybrid Metaheuristics
Multi-objective model selection for support vector machines
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
Power prediction in smart grids with evolutionary local kernel regression
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
Convergence synthesis of dynamic frequency modulation tones using an evolution strategy
EC'05 Proceedings of the 3rd European conference on Applications of Evolutionary Computing
On the prediction of the solution quality in noisy optimization
FOGA'05 Proceedings of the 8th international conference on Foundations of Genetic Algorithms
Resource management and scalability of the XCSF learning classifier system
Theoretical Computer Science
MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security
A comparison of evolutionary algorithms for automatic calibration of constrained cellular automata
ICCSA'10 Proceedings of the 2010 international conference on Computational Science and Its Applications - Volume Part I
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Effects of scale-free and small-world topologies on binary coded self-adaptive CEA
EvoCOP'06 Proceedings of the 6th European conference on Evolutionary Computation in Combinatorial Optimization
Evolutionary kernel density regression
Expert Systems with Applications: An International Journal
Parameter meta-optimization of metaheuristic optimization algorithms
EUROCAST'11 Proceedings of the 13th international conference on Computer Aided Systems Theory - Volume Part I
Heterogeneous populations of learning agents in the minority game
ALA'11 Proceedings of the 11th international conference on Adaptive and Learning Agents
Journal of Computational Neuroscience
Utility driven optimization of real time data broadcast schedules
Applied Soft Computing
Hybrid artificial intelligence approaches on vehicle routing problem in logistics distribution
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
On evolutionary approaches to unsupervised nearest neighbor regression
EvoApplications'12 Proceedings of the 2012t European conference on Applications of Evolutionary Computation
Accelerating FPGA-based evolution of wavelet transform filters by optimized task scheduling
Microprocessors & Microsystems
A note on teaching-learning-based optimization algorithm
Information Sciences: an International Journal
Solving differential equations with Fourier series and Evolution Strategies
Applied Soft Computing
Evolutionary optimization of multi-agent controlstrategies for electric vehicle charging
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Biaxial box plots and ordered trial ranks for visualizing large sets of experimental results
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
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”
An heterogeneous particle swarm optimizer with predator and scout particles
AIS'12 Proceedings of the Third international conference on Autonomous and Intelligent Systems
An Improved Harmony Search Algorithm with Differential Mutation Operator
Fundamenta Informaticae - Swarm Intelligence
A new method of mining data streams using harmony search
Journal of Intelligent Information Systems
Expert Systems with Applications: An International Journal
Journal of Parallel and Distributed Computing
On the behaviour of the (1,λ)-σSA-ES for a constrained linear problem
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part I
HappyCat --- a simple function class where well-known direct search algorithms do fail
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part I
Optimal computing budget allocation for small computing budgets
Proceedings of the Winter Simulation Conference
International Journal of Applied Metaheuristic Computing
Research Commentary: Survival of the Fittest Algorithm or the Novelest Algorithm?
International Journal of Applied Metaheuristic Computing
On Machine Symbol Grounding and Optimization
International Journal of Cognitive Informatics and Natural Intelligence
Evolutionary algorithm based control policies for flexible optimal power flow over time
EvoApplications'13 Proceedings of the 16th European conference on Applications of Evolutionary Computation
Differential evolution with local information for neuro-fuzzy systems optimisation
Knowledge-Based Systems
Right on the MONEE: combining task- and environment-driven evolution
Proceedings of the 15th annual conference on Genetic and evolutionary computation
On the behaviour of the (1, λ)-es for a conically constrained problem
Proceedings of the 15th annual conference on Genetic and evolutionary computation
A survey of non-gradient optimization methods in structural engineering
Advances in Engineering Software
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
A survey on optimization metaheuristics
Information Sciences: an International Journal
Fully Stressed Design Evolution Strategy for Shape and Size Optimization of Truss Structures
Computers and Structures
DEAP: evolutionary algorithms made easy
The Journal of Machine Learning Research
Power law-based local search in differential evolution
International Journal of Computational Intelligence Studies
Resampling versus repair in evolution strategies applied to a constrained linear problem
Evolutionary Computation
Parameter-less algorithm for evolutionary-based optimization
Computational Optimization and Applications
International Journal of Metaheuristics
Particle swarm optimization with increasing topology connectivity
Engineering Applications of Artificial Intelligence
A novel prototype generation technique for handwriting digit recognition
Pattern Recognition
Emergency railway wagon scheduling by hybrid biogeography-based optimization
Computers and Operations Research
Correcting and combining time series forecasters
Neural Networks
Data Mining and Knowledge Discovery
Bio-inspired optimisation for economic load dispatch: a review
International Journal of Bio-Inspired Computation
| Hi-index | 0.02 |
This article gives a comprehensive introduction into one of the main branches of evolutionary computation – the evolution strategies (ES) the history of which dates back to the 1960s in Germany. Starting from a survey of history the philosophical background is explained in order to make understandable why ES are realized in the way they are. Basic ES algorithms and design principles for variation and selection operators as well as theoretical issues are presented, and future branches of ES research are discussed.