Adaptation and learning in animated creatures
AGENTS '97 Proceedings of the first international conference on Autonomous agents
Simulation optimization: methods and applications
Proceedings of the 29th conference on Winter simulation
Simulation optimization research and development
Proceedings of the 30th conference on Winter simulation
Tackling Real-Coded Genetic Algorithms: Operators and Tools for Behavioural Analysis
Artificial Intelligence Review
Proceedings of the third annual conference on Autonomous Agents
Simulation of imprecise ordinary differential equations using evolutionary algorithms
SAC '00 Proceedings of the 2000 ACM symposium on Applied computing - Volume 1
Parameter optimization for visual obstacle detection using a derandomized evolution strategy
Imaging and vision systems
On the analysis of the (1+ 1) evolutionary algorithm
Theoretical Computer Science
Evolution strategies –A comprehensive introduction
Natural Computing: an international journal
Enhanced Optimization Algorithms for the Development of Microsystems
Analog Integrated Circuits and Signal Processing
Two-Loop Real-Coded Genetic Algorithms with Adaptive Control of Mutation Step Sizes
Applied Intelligence
Adapting Self-Adaptive Parameters in Evolutionary Algorithms
Applied Intelligence
Evolution of Appropriate Crossover and Mutation Operators in a Genetic Process
Applied Intelligence
Evolving Receptive-Field Controllers for Mobile Robots
Applied Intelligence
Nature-Inspired Computing Technology and Applications
BT Technology Journal
Evolving Teams of Predictors with Linear Genetic Programming
Genetic Programming and Evolvable Machines
Graph Coloring with Adaptive Evolutionary Algorithms
Journal of Heuristics
A Seeded Memetic Algorithm for Large Unit Commitment Problems
Journal of Heuristics
A Genetic Approach for Simultaneous Design of Membership Functions and Fuzzy Control Rules
Journal of Intelligent and Robotic Systems
A Discrete Method for Time-Optimal Motion Planning of a Class of Mobile Robots
Journal of Intelligent and Robotic Systems
Journal of Global Optimization
Global Optimization of Econometric Functions
Journal of Global Optimization
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
A Comparison of Evolution Strategies with Other Direct Search Methods in the Presence of Noise
Computational Optimization and Applications
Alternative Neural Network Training Methods
IEEE Expert: Intelligent Systems and Their Applications
Theoretical Computer Science - Natural computing
Bayesian learning and evolutionary parameter optimization
AI Communications - Special issue on KI-2001
Information Sciences—Applications: An International Journal
ENCON: an evolutionary algorithm for the antenna placement problem
Computers and Industrial Engineering - Special issue: Focussed issue on applied meta-heuristics
Computers and Industrial Engineering - Special issue: Focussed issue on applied meta-heuristics
Collective behavior evolution in a group of cooperating agents
Intelligent agents and their applications
Expressing Population Based Optimization Heuristics Using PLATO
EPIA '99 Proceedings of the 9th Portuguese Conference on Artificial Intelligence: Progress in Artificial Intelligence
Supervised Evolutionary Methods in Aerodynamic Design Optimization
Real-World Applications of Evolutionary Computing, EvoWorkshops 2000: EvoIASP, EvoSCONDI, EvoTel, EvoSTIM, EvoROB, and EvoFlight
Evolution Strategies, Network Random Keys, and the One-Max Tree Problem
Proceedings of the Applications of Evolutionary Computing on EvoWorkshops 2002: EvoCOP, EvoIASP, EvoSTIM/EvoPLAN
Surface Profile Reconstruction from Scattered Intensity Data Using Evolutionary Strategies
Proceedings of the Applications of Evolutionary Computing on EvoWorkshops 2002: EvoCOP, EvoIASP, EvoSTIM/EvoPLAN
An Integrated On-Line Learning System for Evolving Programmable Logic Array Controllers
PPSN VI Proceedings of the 6th International Conference on Parallel Problem Solving from Nature
A Soft Computing Approach for Toxicity Prediction
IBERAMIA-SBIA '00 Proceedings of the International Joint Conference, 7th Ibero-American Conference on AI: Advances in Artificial Intelligence
HyGLEAM - An Approach to Generally Applicable Hybridization of Evolutionary Algorithms
PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature
Evolution Strategy with Neighborhood Attraction Using a Neural Gas Approach
PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature
Reducing Random Fluctuations in Mutative Self-adaptation
PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature
Evaluating Multi-criteria Evolutionary Algorithms for Airfoil Optimisation
PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature
PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature
Optimal Power Flow Method Using Evolutionary Programming
SEAL'98 Selected papers from the Second Asia-Pacific Conference on Simulated Evolution and Learning on Simulated Evolution and Learning
Dynamic Control of Adaptive Parameters in Evolutionary Programming
SEAL'98 Selected papers from the Second Asia-Pacific Conference on Simulated Evolution and Learning on Simulated Evolution and Learning
SEAL'98 Selected papers from the Second Asia-Pacific Conference on Simulated Evolution and Learning on Simulated Evolution and Learning
Improving Statistical Measures of Feature Subsets by Conventional and Evolutionary Approaches
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
Parameter Optimization of Group Contribution Methods in High Dimensional Solution Spaces
Proceedings of the 6th International Conference on Computational Intelligence, Theory and Applications: Fuzzy Days
Problem Difficulty in Real-Valued Dynamic Problems
Proceedings of the International Conference, 7th Fuzzy Days on Computational Intelligence, Theory and Applications
Proceedings of the Second European Workshop on Genetic Programming
Adaption of Operator Probabilities in Genetic Programming
EuroGP '01 Proceedings of the 4th European Conference on Genetic Programming
EuroGP '01 Proceedings of the 4th European Conference on Genetic Programming
A New View on Symbolic Regression
EuroGP '02 Proceedings of the 5th European Conference on Genetic Programming
Parallel Surface Reconstruction
EuroGP '02 Proceedings of the 5th European Conference on Genetic Programming
Sequential Decision Making Based on Direct Search
Sequence Learning - Paradigms, Algorithms, and Applications
Evolution Strategy in Portfolio Optimization
Selected Papers from the 5th European Conference on Artificial Evolution
Bayesian Learning and Evolutionary Parameter Optimization
KI '01 Proceedings of the Joint German/Austrian Conference on AI: Advances in Artificial Intelligence
Dynamic Pricing of Information Products Based on Reinforcement Learning: A Yield-Management Approach
KI '02 Proceedings of the 25th Annual German Conference on AI: Advances in Artificial Intelligence
How to Learn More about Users from Implicit Observations
UM '01 Proceedings of the 8th International Conference on User Modeling 2001
Multicriteria Evolutionary Algorithm with Tabu Search for Task Assignment
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
Adapting Weighted Aggregation for Multiobjective Evolution Strategies
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
On the Analysis of Evolutionary Algorithms - A Proof That Crossover Really Can Help
ESA '99 Proceedings of the 7th Annual European Symposium on Algorithms
SEAL'98 Selected papers from the Second Asia-Pacific Conference on Simulated Evolution and Learning on Simulated Evolution and Learning
Invariance, Self-Adaptation and Correlated Mutations and Evolution Strategies
PPSN VI Proceedings of the 6th International Conference on Parallel Problem Solving from Nature
Computers and Industrial Engineering
Evolutionary algorithms in modeling and animation
Handbook of computer animation
Heterogeneous Multiprocessor Scheduling and Allocation using Evolutionary Algorithms
ASAP '97 Proceedings of the IEEE International Conference on Application-Specific Systems, Architectures and Processors
Layout optimisation of trusses using simulated annealing
Advances in Engineering Software - Engineering computational technology
Towards an analytic framework for analysing the computation time of evolutionary algorithms
Artificial Intelligence
Global Optimisation by Evolutionary Algorithms
PAS '97 Proceedings of the 2nd AIZU International Symposium on Parallel Algorithms / Architecture Synthesis
Self-adapting neural networks for mobile robots
Biologically inspired robot behavior engineering
Multiagent diffusion and distributed optimization
AAMAS '03 Proceedings of the second international joint conference on Autonomous agents and multiagent systems
Neutrality and self-adaptation
Natural Computing: an international journal
ICCST '02 Proceedings of the sixth conference on Computational structures technology
Discrete and continuous structural optimisation using evolution strategies
ICECT'03 Proceedings of the third international conference on Engineering computational technology
Efficiency speed-up strategies for evolutionary computation: fundamentals and fast-GAs
Applied Mathematics and Computation
Advances in evolutionary computing
On the design of problem-specific evolutionary algorithms
Advances in evolutionary computing
Multiparent recombination in evolutionary computing
Advances in evolutionary computing
Solving permutation problems with the ordering messy genetic algorithm
Advances in evolutionary computing
A unified Bayesian framework for evolutionary learning and optimization
Advances in evolutionary computing
Advances in evolutionary computing
From theory to practice: an evolutionary algorithm for the antenna placement problem
Advances in evolutionary computing
Intelligent data analysis
Sourcebook of parallel computing
On the benefits of populations for noisy optimization
Evolutionary Computation
Genetic diversity as an objective in multi-objective evolutionary algorithms
Evolutionary Computation
Theoretical Computer Science
Basic principles for understanding evolutionary algorithms
Fundamenta Informaticae
An adaptive sharing elitist evolution strategy for multiobjective optimization
Evolutionary Computation
Case-based evolutionary design
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Learning probability distributions in continuous evolutionary algorithms– a comparative review
Natural Computing: an international journal
Information Sciences—Informatics and Computer Science: An International Journal - Special issue: FEA 2002
A single-point mutation evolutionary programming
Information Processing Letters
A combined heuristic optimization technique
Advances in Engineering Software - Special issue on evolutionary optimization of engineering problems
Advances in Engineering Software - Special issue on evolutionary optimization of engineering problems
Airspace congestion smoothing by multi-objective genetic algorithm
Proceedings of the 2005 ACM symposium on Applied computing
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
On the importance of diversity maintenance in estimation of distribution algorithms
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Morphing methods in evolutionary design optimization
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
Journal of Global Optimization
Encyclopedia of Computer Science
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)
Fuzzy Cognitive Maps Learning Using Particle Swarm Optimization
Journal of Intelligent Information Systems
Evolutionary Algorithms in Drug Design
Natural Computing: an international journal
Theme preservation and the evolution of representation
GECCO '05 Proceedings of the 7th annual workshop on Genetic and evolutionary computation
Design of Graph-Based Evolutionary Algorithms: A Case Study for Chemical Process Networks
Evolutionary Computation
Completely Derandomized Self-Adaptation in Evolution Strategies
Evolutionary Computation
A Comparison Study of Self-Adaptation in Evolution Strategies and Real-Coded Genetic Algorithms
Evolutionary Computation
A Convergence Analysis of Unconstrained and Bound Constrained Evolutionary Pattern Search
Evolutionary Computation
Analysis of the (1, λ) - ES on the Parabolic Ridge
Evolutionary Computation
Cooperative Coevolution: An Architecture for Evolving Coadapted Subcomponents
Evolutionary Computation
LARES: An Artificial Chemical Process Approach for Optimization
Evolutionary Computation
Population-Based Continuous Optimization, Probabilistic Modelling and Mean Shift
Evolutionary Computation
A Filter-Based Evolutionary Algorithm for Constrained Optimization
Evolutionary Computation
On the Choice of the Offspring Population Size in Evolutionary Algorithms
Evolutionary Computation
Computers and Operations Research
Improving the learning of Boolean queries by means of a multiobjective IQBE evolutionary algorithm
Information Processing and Management: an International Journal
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
Probabilistic runtime analysis of (1 +, λ),ES using isotropic mutations
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Convergence to global optima for genetic programming systems with dynamically scaled operators
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Mixed-integer optimization of coronary vessel image analysis using evolution strategies
Proceedings of the 8th annual conference on Genetic and evolutionary computation
The complete-basis-functions parameterization in ES and its application to laser pulse shaping
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
Combining Response Surface Methodology with Numerical Methods for Optimization of Markovian Models
IEEE Transactions on Dependable and Secure Computing
Lenient learners in cooperative multiagent systems
AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
Enhancing evolutionary algorithms with statistical selection procedures for simulation optimization
WSC '05 Proceedings of the 37th conference on Winter simulation
Weighted multirecombination evolution strategies
Theoretical Computer Science - Foundations of genetic algorithms
How the (1 + 1) ES using isotropic mutations minimizes positive definite quadratic forms
Theoretical Computer Science - Foundations of genetic algorithms
Resource brokering in grid environments using evolutionary algorithms
PDCN'06 Proceedings of the 24th IASTED international conference on Parallel and distributed computing and networks
An analysis of mutative σ-self-adaptation on linear fitness functions
Evolutionary Computation
Optimum tracking with evolution strategies
Evolutionary Computation
OPEDo: a tool framework for modeling and optimization of stochastic models
valuetools '06 Proceedings of the 1st international conference on Performance evaluation methodolgies and tools
High-speed, low-leakage integrated circuits: An evolutionary algorithm perspective
Journal of Systems Architecture: the EUROMICRO Journal
Algorithmic analysis of a basic evolutionary algorithm for continuous optimization
Theoretical Computer Science
Covariance Matrix Adaptation for Multi-objective Optimization
Evolutionary Computation
Training Recurrent Networks by Evolino
Neural Computation
Improving crossover operator for real-coded genetic algorithms using virtual parents
Journal of Heuristics
Estimation of fitness landscape contours in EAs
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Estimating the spectral sensitivity of a digital sensor using calibration targets
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
Parallel genetic algorithm: assessment of performance in multidimensional scaling
Proceedings of the 9th annual conference on Genetic and evolutionary computation
High quality offset printing: an evolutionary approach
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
Genetic Programming and Evolvable Machines
Development of scheduling strategies with Genetic Fuzzy systems
Applied Soft Computing
Comparison of Stochastic Global Optimization Methods to Estimate Neural Network Weights
Neural Processing Letters
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
Some comments on evolutionary algorithm theory
Evolutionary Computation
Empirical investigation of multiparent recombination operators in evolution strategies
Evolutionary Computation
Multilevel optimization in aircraft structural design evaluation
Computers and Structures
Incorporating pheromone courtship mode into swarm intelligence with convergence analysis
ISTASC'07 Proceedings of the 7th Conference on 7th WSEAS International Conference on Systems Theory and Scientific Computation - Volume 7
Performance of nonlinear degrading structures: Identification, validation, and prediction
Computers and Structures
Incremental evolution strategy for function optimization
International Journal of Hybrid Intelligent Systems
A parameter-less evolution strategy for global optimization
SMO'06 Proceedings of the 6th WSEAS International Conference on Simulation, Modelling and Optimization
Bridging sensitivity information to improve the performance of Pareto archived evolution strategy
EC'06 Proceedings of the 7th WSEAS International Conference on Evolutionary Computing
Why noise may be good: additive noise on the sharp ridge
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Non-genetic transmission of memes by diffusion
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Accelerating neuroevolutionary methods using a Kalman filter
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Connection Science - Evolutionary Learning and Optimisation
Analysis of an evolutionary reinforcement learning method in a multiagent domain
Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems - Volume 1
Policy Gradients with Parameter-Based Exploration for Control
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Premature Convergence in Constrained Continuous Search Spaces
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
Rigorous Runtime Analysis of Inversely Fitness Proportional Mutation Rates
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
Mixed-Integer Evolution Strategies with Dynamic Niching
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
Learning Walking Patterns for Kinematically Complex Robots Using Evolution Strategies
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
AGE-P: A Platform for Open Evolution
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
Evolutionary Decision Support System for Stock Market Trading
AIMSA '08 Proceedings of the 13th international conference on Artificial Intelligence: Methodology, Systems, and Applications
A Constrained Dynamic Evolutionary Algorithm with Adaptive Penalty Coefficient
HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
A comparison between ATNoSFERES and Learning Classifier Systems on non-Markov problems
Information Sciences: an International Journal
Automatic image pixel clustering with an improved differential evolution
Applied Soft Computing
Computational Intelligence techniques for Web personalization
Web Intelligence and Agent Systems
On the choice of the parent population size*
Evolutionary Computation
Introduction to Evolutionary Multiobjective Optimization
Multiobjective Optimization
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
A Self-adaptive Evolutionary Programming Based on Optimum Search Direction
ISICA '08 Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence
Dynamic Clonal and Chaos-Mutation Evolutionary Algorithm for Function Optimization
ISICA '08 Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence
Combination of Global and Local Search for Real Function Optimization
ISICA '08 Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence
Balancing Population- and Individual-Level Adaptation in Changing Environments
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
OPEDo: a tool for the optimization of performance and dependability models
ACM SIGMETRICS Performance Evaluation Review
Evolving Strategies for Non-player Characters in Unsteady Environments
EvoWorkshops '09 Proceedings of the EvoWorkshops 2009 on Applications of Evolutionary Computing: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG
A study of parallel evolution strategy: pattern search on a GPU computing platform
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Foundations of Directed Mutation
Proceedings of the 2006 conference on Integrated Intelligent Systems for Engineering Design
Experimental Comparisons of Derivative Free Optimization Algorithms
SEA '09 Proceedings of the 8th International Symposium on Experimental Algorithms
Evolutionary continuation methods for optimization problems
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Using performance fronts for parameter setting of stochastic metaheuristics
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
Building Risk-Optimal Portfolio Using Evolutionary Strategies
Proceedings of the 2007 EvoWorkshops 2007 on EvoCoMnet, EvoFIN, EvoIASP,EvoINTERACTION, EvoMUSART, EvoSTOC and EvoTransLog: Applications of Evolutionary Computing
Genetic programming using genotype-phenotype mapping from linear genomes into linear phenotypes
GECCO '96 Proceedings of the 1st annual conference on Genetic and evolutionary computation
CIXL2: a crossover operator for evolutionary algorithms based on population features
Journal of Artificial Intelligence Research
A novel bee swarm optimization algorithm with chaotic sequence and psychology model of emotion
ISTASC'09 Proceedings of the 9th WSEAS International Conference on Systems Theory and Scientific Computation
A new hybrid method using evolutionary algorithms to train Fuzzy Cognitive Maps
Applied Soft Computing
Neuroevolution strategies for episodic reinforcement learning
Journal of Algorithms
IEEE Transactions on Evolutionary Computation
A probabilistic memetic framework
IEEE Transactions on Evolutionary Computation
On stability of the chemotactic dynamics in bacterial-foraging optimization algorithm
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Intelligent Mutation Rate Control in an Economic Application of Genetic Algorithms
Computational Economics
Statistical methods for convergence detection of multi-objective evolutionary algorithms
Evolutionary Computation
Competitive coevolutionary learning of fuzzy systems for job exchange in computational grids
Evolutionary Computation
Structure assembling by stochastic topology optimization
Computers and Structures
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
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
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Robot design for space missions using evolutionary computation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Group extinction heuristics in evolution strategy
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Clonal and Cauchy-mutation Evolutionary Algorithm for Global Numerical Optimization
ISICA '09 Proceedings of the 4th International Symposium on Advances in Computation and Intelligence
Multi-scale feature identification using evolution strategies
Image and Vision Computing
Kernel-induced fuzzy clustering of image pixels with an improved differential evolution algorithm
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)
Group search optimizer: an optimization algorithm inspired by animal searching behavior
IEEE Transactions on Evolutionary Computation
Automated synthesis of control algorithms from first principles
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Concept evaluation of a new biologically inspired robot "Littleape"
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Evolutionary tuning of multiple SVM parameters
Neurocomputing
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Designing multi-objective variation operators using a predator-prey approach
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
Steady-state selection and efficient covariance matrix update in the multi-objective CMA-ES
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
Individual evaluation scheduling for experiment-based evolutionary multi-objective optimization
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
Evolutionary design of objects using scene graphs
EuroGP'03 Proceedings of the 6th European conference on Genetic programming
Evolutionary optimized mold temperature control strategies using a multi-polyline approach
EuroGP'03 Proceedings of the 6th European conference on Genetic programming
EuroGP'07 Proceedings of the 10th European conference on Genetic programming
Hybrid evolution strategy-downhill simplex algorithm for inverse light scattering problems
EvoWorkshops'03 Proceedings of the 2003 international conference on Applications of evolutionary computing
IPMI'07 Proceedings of the 20th international conference on Information processing in medical imaging
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 I
A novel lower-dimensional-search algorithm for numerical optimization
ISICA'07 Proceedings of the 2nd international conference on Advances in computation and intelligence
Immune clonal strategy based on the adaptive mean mutation
LSMS'07 Proceedings of the Life system modeling and simulation 2007 international conference on Bio-Inspired computational intelligence and applications
Memes, self-generation and nurse rostering
PATAT'06 Proceedings of the 6th international conference on Practice and theory of automated timetabling VI
Word recognition with a hierarchical neural network
NOLISP'07 Proceedings of the 2007 international conference on Advances in nonlinear speech processing
A cost-benefit-based adaptation scheme for multimeme algorithms
PPAM'07 Proceedings of the 7th international conference on Parallel processing and applied mathematics
Optimizing computed tomographic angiography image segmentation using fitness based partitioning
Evo'08 Proceedings of the 2008 conference on Applications of evolutionary computing
Cumulative step length adaptation for evolution strategies using negative recombination weights
Evo'08 Proceedings of the 2008 conference on Applications of evolutionary computing
A genetic programming approach to deriving the spectral sensitivity of an optical system
EuroGP'08 Proceedings of the 11th European conference on Genetic programming
Model checking-based genetic programming with an application to mutual exclusion
TACAS'08/ETAPS'08 Proceedings of the Theory and practice of software, 14th international conference on Tools and algorithms for the construction and analysis of systems
Evolution strategies for laser pulse compression
EA'07 Proceedings of the Evolution artificielle, 8th international conference on Artificial evolution
Differential evolution and threshold accepting hybrid algorithm for unconstrained optimisation
International Journal of Bio-Inspired Computation
International Journal of Bio-Inspired Computation
Parameter evolution: a design pattern for active vision
KI'09 Proceedings of the 32nd annual German conference on Advances in artificial intelligence
Surrogate constraint functions for CMA evolution strategies
KI'09 Proceedings of the 32nd annual German conference on Advances in artificial intelligence
Rake selection: a novel evolutionary multi-objective optimization algorithm
KI'09 Proceedings of the 32nd annual German conference on Advances in artificial intelligence
Evolving heterochrony for cellular differentiation using vector field embryogeny
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Clustering-based hierarchical genetic algorithm for complex fitness landscapes
International Journal of Intelligent Systems Technologies and Applications
Viewing the problem from different angles: a new diversity measure based on angular distances
Journal of Artificial Evolution and Applications
Optimization of forging processes using Finite Element simulations
Structural and Multidisciplinary Optimization
Multiple fundamental frequency estimation and polyphony inference of polyphonic music signals
IEEE Transactions on Audio, Speech, and Language Processing
Modeling attacks on physical unclonable functions
Proceedings of the 17th ACM conference on Computer and communications security
Generating meta-heuristic optimization code using ADATE
Journal of Heuristics
Evolution strategies for objective functions with locally correlated variables
IDEAL'10 Proceedings of the 11th international conference on Intelligent data engineering and automated learning
Exploiting overlap when searching for robust optima
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I
Policy gradients for cryptanalysis
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part III
Multi-dimensional deep memory Atari-go players for parameter exploring policy gradients
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: 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
Hybrid evolutionary algorithms design based on their advantages
ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
Autonomous experimental design optimization of a flapping wing
Genetic Programming and Evolvable Machines
Intelligent process planning methods for the manufacturing of moulds
International Journal of Computer Applications in Technology
A review of constraint-handling techniques for evolution strategies
Applied Computational Intelligence and Soft Computing - Special issue on theory and applications of evolutionary computation
Evolvability and speed of evolutionary algorithms in light of recent developments in biology
Journal of Artificial Evolution and Applications
Evolutionary algorithms for real-time artificial neural network training
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
An algorithm for distributed on-line, on-board evolutionary robotics
Proceedings of the 13th annual conference on Genetic and evolutionary computation
When parameter tuning actually is parameter control
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Mirrored sampling in evolution strategies with weighted recombination
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Adaptive evolutionary algorithm based on population dynamics for dynamic environments
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Robot routing in sparse wireless sensor networks with continuous ant colony optimization
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
WSEAS Transactions on Systems and Control
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
The convergence of a multi-objective evolutionary algorithm based on grids
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
How comma selection helps with the escape from local optima
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
Towards an adaptive multimeme algorithm for parameter optimisation suiting the engineers' needs
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
Noise robustness by using inverse mutations
KI'05 Proceedings of the 28th annual German conference on Advances in Artificial Intelligence
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
Biologically-Inspired optimization of circuit performance and leakage: a comparative study
ARCS'06 Proceedings of the 19th international conference on Architecture of Computing Systems
Optimised scheduling of grid resources using hybrid evolutionary algorithms
PPAM'05 Proceedings of the 6th international conference on Parallel Processing and Applied Mathematics
Evolutionary bayesian classifier-based optimization in continuous domains
SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
Using genetic algorithms to evolve behavior in cellular automata
UC'05 Proceedings of the 4th international conference on Unconventional Computation
Dynamic clustering using multi-objective evolutionary algorithm
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
Accelerating real-valued genetic algorithms using mutation-with-momentum
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Mixed-Integer evolution strategies and their application to intravascular ultrasound image analysis
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
A directed mutation operator for real coded genetic algorithms
EvoApplicatons'10 Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part I
Inverse design of cellular automata by genetic algorithms: an unconventional programming paradigm
UPP'04 Proceedings of the 2004 international conference on Unconventional Programming Paradigms
Omni-optimizer: a procedure for single and multi-objective optimization
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
Collaborative Filtering with a User-Item Matrix Reduction Technique
International Journal of Electronic Commerce
Adjustment of surveillance video systems by a performance evaluation function
IWINAC'05 Proceedings of the First international work-conference on the Interplay Between Natural and Artificial Computation conference on Artificial Intelligence and Knowledge Engineering Applications: a bioinspired approach - Volume Part II
Directed mutation operators – an overview
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Evolution strategies and threshold selection
HM'05 Proceedings of the Second international conference on Hybrid Metaheuristics
Incremental evolution of robot controllers for a highly integrated task
SAB'06 Proceedings of the 9th international conference on From Animals to Animats: simulation of Adaptive Behavior
A computational intelligence algorithm for simulation-driven optimization problems
Advances in Engineering Software
Evolving parameters of surveillance video systems for non-overfitted learning
EC'05 Proceedings of the 3rd European conference on Applications of Evolutionary Computing
Asymptotic convergence of some metaheuristics used for multiobjective optimization
FOGA'05 Proceedings of the 8th international conference on Foundations of Genetic Algorithms
Rigorous runtime analysis of the (1+1) ES: 1/5-rule and ellipsoidal fitness landscapes
FOGA'05 Proceedings of the 8th international conference on Foundations of Genetic Algorithms
An intelligent manufacturing process diagnosis system using hybrid data mining
ICDM'06 Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining
Estimation of the evolution speed for the quasispecies model: arbitrary alphabet case
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Parallel chaos immune evolutionary programming
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Self-adaptation techniques applied to multi-objective evolutionary algorithms
LION'05 Proceedings of the 5th international conference on Learning and Intelligent Optimization
Parameter meta-optimization of metaheuristic optimization algorithms
EUROCAST'11 Proceedings of the 13th international conference on Computer Aided Systems Theory - Volume Part I
Evolutionary design of decision trees for medical application
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Parameter selection and adaptation in Unified Particle Swarm Optimization
Mathematical and Computer Modelling: An International Journal
On the effect of response transformations in sequential parameter optimization
Evolutionary Computation
Random state genetic algorithm
SIDE'12 Proceedings of the 2012 international conference on Swarm and Evolutionary Computation
Automated PET-guided liver segmentation from low-contrast CT volumes using probabilistic atlas
Computer Methods and Programs in Biomedicine
Knowledge discovery for scheduling in computational grids
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
An evolutionary approach for the dubins' traveling salesman problem with neighborhoods
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Cooperative games in marketing: a differential game approach
Neural, Parallel & Scientific Computations
Parameter identification for two-phase nonlinear composites
Computers and Structures
A coevolutionary memetic particle swarm optimizer
ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part I
Basic principles for understanding evolutionary algorithms
Fundamenta Informaticae
On Evolutionary Exploration and Exploitation
Fundamenta Informaticae
An Overview of Parameter Control Methods by Self-Adaptation in Evolutionary Algorithms
Fundamenta Informaticae
New Trends in Parallel and Distributed Evolutionary Computing
Fundamenta Informaticae
Evolutionary Computation: Where we are and where we're headed
Fundamenta Informaticae
Computers & Mathematics with Applications
A distributed agent-based approach for simulation-based optimization
Advanced Engineering Informatics
Evolutionary 3d-shape segmentation using satellite seeds
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part II
Restarted local search algorithms for continuous black box optimization
Evolutionary Computation
Adaptive Non-Uniform Particle Swarm Application to Plasmonic Design
International Journal of Applied Metaheuristic Computing
Improving differential evolution through a unified approach
Journal of Global Optimization
Repair methods for box constraints revisited
EvoApplications'13 Proceedings of the 16th European conference on Applications of Evolutionary Computation
Self-adapting fitness evaluation times for on-line evolution of simulated robots
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Accelerating population-based search heuristics by adaptive resource allocation
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Mixed integer evolution strategies for parameter optimization
Evolutionary Computation
An intelligent multi-restart memetic algorithm for box constrained global optimisation
Evolutionary Computation
A survey on optimization metaheuristics
Information Sciences: an International Journal
Multi-criteria scheduling: an agent-based approach for expert knowledge integration
Journal of Scheduling
Parameter-less algorithm for evolutionary-based optimization
Computational Optimization and Applications
Rigid and soft body simulation featuring realistic walk behaviour
Robot Soccer World Cup XV
Using automatic programming to generate state-of-the-art algorithms for random 3-SAT
Journal of Heuristics
Second-order methods for the optimum synthesis of multibody systems
Structural and Multidisciplinary Optimization
Chaotic Evolution: fusion of chaotic ergodicity and evolutionary iteration for optimization
Natural Computing: an international journal
Kernel clustering using a hybrid memetic algorithm
Natural Computing: an international journal
A Modified micro Genetic Algorithm for undertaking Multi-Objective Optimization Problems
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Recent Advances in Soft Computing: Theories and Applications
Computational Optimization and Applications
Order statistics and region-based evolutionary computation
Journal of Global Optimization
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From the Publisher:With the publication of this book, Hans-Paul Schwefel has responded to rapidly growing interest in Evolutionary Computation, a field that originated, in part, with his pioneering work in the early 1970s. Evolution and Optimum Seeking offers a systematic overview of both new and classical approaches to computer-aided optimum system design methods, including the new class of Evolutionary Algorithms and other "Parallel Problem Solving from Nature" (PPSN) methods. It presents numerical optimization methods and algorithms to computer calculations which will be particularly useful for massively parallel computers. It is the only book in the field that offers in-depth comparisons between classical direct optimization methods and the newer methods. Dr. Schwefel's method consists essentially of the adaptation of simple evolutionary rules to a computer procedure in the search for optimal parameters within a simulation model of a technical device. In addition to its historical and practical value, Evolution and Optimum Seeking will stimulate further research into PPSN and interdisciplinary thinking about multi-agent self-organization in natural and artificial environments. These developments have been accelerated by fortunate changes in the computational environment, especially with respect to new architectures. MIMD (Multiple Instructions Multiple Data) machines with many processors working in parallel on one task seem to lend themselves to inherently parallel problem solving concepts like Evolution Strategies. The most comprehensive work of its kind, Evolution and Optimum Seeking offers a state-of-the-art perspective on the field for researchers in computer-aided design, planning, control, systems analysis, computational intelligence, and artificial life. Its range and depth make it a virtual handbook for practitioners: epistemological introduction to the concepts and strategies of optimum seeking; taxonomy of optimization tasks and solution principles (material found n