Evolution strategies –A comprehensive introduction
Natural Computing: an international journal
A genetic classification error method for speech recognition
Signal Processing
Evolving Mutation Rates for the Self-Optimisation of Genetic Algorithms
ECAL '99 Proceedings of the 5th European Conference on Advances in Artificial Life
Adaptic Control of the Mutation Probability by Fuzzy Logic Controllers
PPSN VI Proceedings of the 6th International Conference on Parallel Problem Solving from Nature
An Empirical Study on GAs "Without Parameters"
PPSN VI Proceedings of the 6th International Conference on Parallel Problem Solving from Nature
Parallel Varying Mutation in Deterministic and Self-adaptive GAs
PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature
Operator Learning for a Problem Class in a Distributed Peer-to-Peer Environment
PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature
Controlling the Population Size in Genetic Programming
SBIA '02 Proceedings of the 16th Brazilian Symposium on Artificial Intelligence: Advances in Artificial Intelligence
Exploring Very Large State Spaces Using Genetic Algorithms
TACAS '02 Proceedings of the 8th International Conference on Tools and Algorithms for the Construction and Analysis of Systems
Applying Self-Organised Criticality to Evolutionary Algorithms
PPSN VI Proceedings of the 6th International Conference on Parallel Problem Solving from Nature
Adaptive crossover in genetic algorithms using statistics mechanism
ICAL 2003 Proceedings of the eighth international conference on Artificial life
Neutrality and self-adaptation
Natural Computing: an international journal
ICECT'03 Proceedings of the third international conference on Engineering computational technology
Designing evolutionary algorithms for dynamic optimization problems
Advances in evolutionary computing
Theoretical Computer Science
Genetic algorithms and fuzzy control: a practical synergism for industrial applications
Computers in Industry
On the harmonious mating strategy through tabu search
Information Sciences: an International Journal - Special issue: Evolutionary computation
Basic principles for understanding evolutionary algorithms
Fundamenta Informaticae
Evolution and Adaptation of Distributed Network Services
SAINT-W '04 Proceedings of the 2004 Symposium on Applications and the Internet-Workshops (SAINT 2004 Workshops)
Wasp-like Agents for Distributed Factory Coordination
Autonomous Agents and Multi-Agent Systems
The Fast Evaluation Strategy for Evolvable Hardware
Genetic Programming and Evolvable Machines
Enhancing Stochastic Search Performance by Value-Biased Randomization of Heuristics
Journal of Heuristics
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
An adaptive pursuit strategy for allocating operator probabilities
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Case Study: An Intelligent Decision-Support System
IEEE Intelligent Systems
Coevolutionary feature synthesized EM algorithm for image retrieval
Proceedings of the 13th annual ACM international conference on Multimedia
Genetic programming: parametric analysis of structure altering mutation techniques
GECCO '05 Proceedings of the 7th annual workshop on Genetic and evolutionary computation
A method for parameter calibration and relevance estimation in evolutionary algorithms
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Use of statistical outlier detection method in adaptive evolutionary algorithms
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Evolving ensemble of classifiers in random subspace
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Towards an evolutionary tool for the allocation of supermarket shelf space
Proceedings of the 8th annual conference on Genetic and evolutionary computation
On initial populations of a genetic algorithm for continuous optimization problems
Journal of Global Optimization
A simple approach for robust economic design of control charts
Computers and Operations Research
Empirical Software Engineering
An evolutionary machine learning: An adaptability perspective at fine granularity
International Journal of Knowledge-based and Intelligent Engineering Systems
Adaptive genetic algorithms applied to dynamic multiobjective problems
Applied Soft Computing
Population variation in genetic programming
Information Sciences: an International Journal
Credit assignment in adaptive memetic algorithms
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Peer-to-peer evolutionary algorithms with adaptive autonomous selection
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Self-adaptive ant colony optimisation applied to function allocation in vehicle networks
Proceedings of the 9th annual conference on Genetic and evolutionary computation
AORCEA - An adaptive operator rate controlled evolutionary algorithm
Computers and Structures
Investigating generalization in parallel evolutionary artificial neural networks
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
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
Engineering Applications of Artificial Intelligence
Design of an adaptive mutation operator in an electrical load management case study
Computers and Operations Research
Classifier ensemble selection using hybrid genetic algorithms
Pattern Recognition Letters
A fuzzy adaptive turbulent particle swarm optimisation
International Journal of Innovative Computing and Applications
Genetic programming: profiling reasonable parameter value windows with varying problem difficulty
International Journal of Innovative Computing and Applications
A parameterless differential evolution optimizer
ISTASC'05 Proceedings of the 5th WSEAS/IASME International Conference on Systems Theory and Scientific Computation
A genetic algorithm calibration method based on convergence due to genetic drift
Information Sciences: an International Journal
Engineering Applications of Artificial Intelligence
Computers and Industrial Engineering
International Journal of Information Systems and Change Management
Rapid evaluation and evolution of neural models using graphics card hardware
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Adaptive operator selection with dynamic multi-armed bandits
Proceedings of the 10th annual conference on Genetic and evolutionary computation
A self-organized criticality mutation operator for dynamic optimization problems
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Self-adaptive mutation rates in genetic algorithm for inverse design of cellular automata
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Maintaining diversity through adaptive selection, crossover and mutation
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Proceedings of the 10th annual conference on Genetic and evolutionary computation
A-Brain: a general system for solving data analysis problems
Journal of Experimental & Theoretical Artificial Intelligence
A new approach to estimating the expected first hitting time of evolutionary algorithms
Artificial Intelligence
The impact of the mutation strategy on the quality of solution of parallel genetic algorithms
EC'08 Proceedings of the 9th WSEAS International Conference on Evolutionary Computing
FPGA Implementation of Evolvable Characters Recognizer with Self-adaptive Mutation Rates
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part I
Two Evolutionary Methods for Learning Bayesian Network Structures
Computational Intelligence and Security
A Cultural Algorithm with Operator Parameters Control for Solving Timetabling Problems
IFSA '07 Proceedings of the 12th international Fuzzy Systems Association world congress on Foundations of Fuzzy Logic and Soft Computing
Introducing dynamic diversity into a discrete particle swarm optimization
Computers and Operations Research
An autonomous GP-based system for regression and classification problems
Applied Soft Computing
A three-phase integrated model for product configuration change problems
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Adaptive parameter control of evolutionary algorithms to improve quality-time trade-off
Applied Soft Computing
An evolutionary-based decision support system for vehicle routing: The case of a public utility
Decision Support Systems
Integrated multistage logistics network design by using hybrid evolutionary algorithm
Computers and Industrial Engineering
Application of genetic algorithms and visual simulation in a real-case production optimization
WSEAS Transactions on Systems and Control
Robotics and Computer-Integrated Manufacturing
Towards materialized view selection for distributed databases
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
Balancing Population- and Individual-Level Adaptation in Changing Environments
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
Computers and Industrial Engineering
Adaptive terrain-based memetic algorithms
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Three interconnected parameters for genetic algorithms
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Analysis of adaptive operator selection techniques on the royal road and long k-path problems
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Improving genetic algorithms performance via deterministic population shrinkage
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Futility-based offspring sizing
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
An Adaptive Parameter Control for the Differential Evolution Algorithm
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
A new approach to estimating the expected first hitting time of evolutionary algorithms
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
An improved Non-dominated Sorting Genetic Algorithm-II (ANSGA-II) with adaptable parameters
International Journal of Intelligent Systems Technologies and Applications
Relevance estimation and value calibration of evolutionary algorithm parameters
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Autonomous evolutionary algorithm in medical data analysis
Computer Methods and Programs in Biomedicine
Optimization of power allocation for interference cancellation with particle swarm optimization
IEEE Transactions on Evolutionary Computation - Special issue on computational finance and economics
Limitations of existing mutation rate heuristics and how a rank GA overcomes them
IEEE Transactions on Evolutionary Computation
Differential evolution algorithm with strategy adaptation for global numerical optimization
IEEE Transactions on Evolutionary Computation
A genetic algorithm that adaptively mutates and never revisits
IEEE Transactions on Evolutionary Computation
Differential evolution using a neighborhood-based mutation operator
IEEE Transactions on Evolutionary Computation
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Improving the responsiveness of NSGA-II using an adaptive mutation operator: a case study
International Journal of Advanced Intelligence Paradigms
Properties of Quantum Particles in Multi-Swarms for Dynamic Optimization
Fundamenta Informaticae
Analog circuits optimization based on evolutionary computation techniques
Integration, the VLSI Journal
An Improved Harmony Search Algorithm with Differential Mutation Operator
Fundamenta Informaticae - Swarm Intelligence
Scheduling trucks in cross-docking systems: Robust meta-heuristics
Computers and Industrial Engineering
Genetic algorithms and finite element coupling for mechanical optimization
Advances in Engineering Software
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Comparing parameter tuning methods for evolutionary algorithms
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Quality measures to adapt the participation in MOS
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Genetic algorithm based quantum circuit synthesis with adaptive parameters control
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Continuous non-revisiting genetic algorithm
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Evolutionary Algorithm for Solving Congestion Problem in Computer Networks
KES '09 Proceedings of the 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Part I
Bayesian wavelet denoising and evolutionary calibration
Digital Signal Processing
A fuzzy-based lifetime extension of genetic algorithms
Fuzzy Sets and Systems
Engineering Applications of Artificial Intelligence
JADE: adaptive differential evolution with optional external archive
IEEE Transactions on Evolutionary Computation
To explore or to exploit: An entropy-driven approach for evolutionary algorithms
International Journal of Knowledge-based and Intelligent Engineering Systems
Applications of multi-objective structure optimization
Neurocomputing
FOGA'07 Proceedings of the 9th international conference on Foundations of genetic algorithms
A hybrid immune algorithm with information gain for the graph coloring problem
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Dimension-independent convergence rate for non-isotropic (1, λ) - ES
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Reinforcement learning for online control of evolutionary algorithms
ESOA'06 Proceedings of the 4th international conference on Engineering self-organising systems
Multimodal dynamic optimization: from evolutionary algorithms to artificial immune systems
ICARIS'07 Proceedings of the 6th international conference on Artificial immune systems
ISMIS'08 Proceedings of the 17th international conference on Foundations of intelligent systems
Genetic algorithm based on sugeno integral
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 4
Fundamenta Informaticae - Intelligent Data Analysis in Granular Computing
Engineering Applications of Artificial Intelligence
Solving the response time variability problem by means of a psychoclonal approach
Journal of Heuristics
Pheromone-distribution-based adaptive ant colony system
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Self-adaptive differential evolution based on PSO learning strategy
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Optimizing genetic operator rates using a markov chain model of genetic algorithms
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Toward comparison-based adaptive operator selection
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Applying the triple parameter hypothesis to maintenance scheduling
Proceedings of the 12th annual conference on Genetic and evolutionary computation
An experimental study on robust parameter settings
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
Is the triple parameter hypothesis generalizable
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
A Lamarckian Hybrid of Differential Evolution and Conjugate Gradients for Neural Network Training
Neural Processing Letters
Simultaneous concept-based evolutionary multi-objective optimization
Applied Soft Computing
Solving timetabling problems using a cultural algorithm
Applied Soft Computing
Autonomous operator management for evolutionary algorithms
Journal of Heuristics
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I
Statistical analysis of parameter setting in real-coded evolutionary algorithms
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part II
On-the-fly calibrating strategies for evolutionary algorithms
Information Sciences: an International Journal
A dual-population genetic algorithm for adaptive diversity control
IEEE Transactions on Evolutionary Computation
Analysis of exploration and exploitation in evolutionary algorithms by ancestry trees
International Journal of Innovative Computing and Applications
Hybrid differential evolution for global numerical optimization
RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology
Differential evolution algorithm with ensemble of parameters and mutation strategies
Applied Soft Computing
Self Controlling Tabu Search algorithm for the Quadratic Assignment Problem
Computers and Industrial Engineering
Engineering Applications of Artificial Intelligence
Evolving fuzzy rules: evaluation of a new approach
SEAL'10 Proceedings of the 8th international conference on Simulated evolution and learning
A self-adaptive local search algorithm for the classical vehicle routing problem
Expert Systems with Applications: An International Journal
Design of reinforced concrete road vaults by heuristic optimization
Advances in Engineering Software
Natural Computing: an international journal
A fast grasp synthesis method for online manipulation
Robotics and Autonomous Systems
C-strategy: a dynamic adaptive strategy for the CLONALG algorithm
Transactions on computational science VIII
A new approach to evolutionary optimized fuzzy neural networks
ICS'06 Proceedings of the 10th WSEAS international conference on Systems
CIMMACS'05 Proceedings of the 4th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics
C-strategy: a dynamic adaptive strategy for the CLONALG algorithm
Transactions on computational science VIII
Implicit elitism in genetic search
ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
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
An ant based simulation optimization for vehicle routing problem with stochastic demands
Winter Simulation Conference
Component deployment optimisation with bayesian learning
Proceedings of the 14th international ACM Sigsoft symposium on Component based software engineering
An algorithm for distributed on-line, on-board evolutionary robotics
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Racing to improve on-line, on-board evolutionary robotics
Proceedings of the 13th annual conference on Genetic and evolutionary computation
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
Index-based genetic algorithm for continuous optimization problems
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
Analyzing bandit-based adaptive operator selection mechanisms
Annals of Mathematics and Artificial Intelligence
From adaptive to more dynamic control in evolutionary algorithms
EvoCOP'11 Proceedings of the 11th European conference on Evolutionary computation in combinatorial optimization
A study on the mutation rates of a genetic algorithm interacting with a sandpile
EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part I
EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part II
HybrID: a hybridization of indirect and direct encodings for evolutionary computation
ECAL'09 Proceedings of the 10th European conference on Advances in artificial life: Darwin meets von Neumann - Volume Part II
Investigation of genetic algorithms with self-adaptive crossover, mutation, and selection
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
Online vs. offline ANOVA use on evolutionary algorithms
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
Differential evolution for parameterized procedural woody plant models reconstruction
Applied Soft Computing
Investigation of self-adapting genetic algorithms using some multimodal benchmark functions
ICCCI'11 Proceedings of the Third international conference on Computational collective intelligence: technologies and applications - Volume Part I
A hybrid evolutionary algorithm for tuning a cloth-simulation model
Applied Soft Computing
Fitness sharing genetic algorithm with self-adaptive annealing peaks radii control method
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
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
Is self-adaptation of selection pressure and population size possible?: a case study
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
Self-regulated population size in evolutionary algorithms
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
A clonal selection algorithm for coloring, hitting set and satisfiability problems
WIRN'05 Proceedings of the 16th Italian conference on Neural Nets
A novel application of evolutionary computing in process systems engineering
EvoCOP'05 Proceedings of the 5th European conference on Evolutionary Computation in Combinatorial Optimization
Self-adapting evolutionary parameters: encoding aspects for combinatorial optimization problems
EvoCOP'05 Proceedings of the 5th European conference on Evolutionary Computation in Combinatorial Optimization
An adaptive framework for solving multiple hard problems under time constraints
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
A memetic grammar inference algorithm for language learning
Applied Soft Computing
Using computational intelligence and parallelism to solve an industrial design problem
IBERAMIA-SBIA'06 Proceedings of the 2nd international joint conference, and Proceedings of the 10th Ibero-American Conference on AI 18th Brazilian conference on Advances in Artificial Intelligence
Ad-hoc cluster and workflow for parallel implementation of initial-stage evolutionary optimum design
Structural and Multidisciplinary Optimization
Parameter tuning of evolutionary algorithms: generalist vs. specialist
EvoApplicatons'10 Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part I
A Neural-Network Controlled Dynamic Evolutionary Scheme for Global Molecular Geometry Optimization
International Journal of Applied Mathematics and Computer Science - Issues in Advanced Control and Diagnosis
Using self-adaptable probes for dynamic parameter control of parallel evolutionary algorithms
ISMIS'05 Proceedings of the 15th international conference on Foundations of Intelligent Systems
Differential evolution with self-adaptive populations
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
A population dynamics model to describe gene frequencies in evolutionary algorithms
Applied Soft Computing
Evolutionary computing and autonomic computing: shared problems, shared solutions?
Self-star Properties in Complex Information Systems
Multi-Objective differential evolution with adaptive control of parameters and operators
LION'05 Proceedings of the 5th international conference on Learning and Intelligent Optimization
The sandpile mutation operator for genetic algorithms
LION'05 Proceedings of the 5th international conference on Learning and Intelligent Optimization
Self-adaptation techniques applied to multi-objective evolutionary algorithms
LION'05 Proceedings of the 5th international conference on Learning and Intelligent Optimization
Hyperheuristic for the parameter tuning of a bio-inspired algorithm of query routing in p2p networks
MICAI'11 Proceedings of the 10th international conference on Artificial Intelligence: advances in Soft Computing - Volume Part II
Effective black-box testing with genetic algorithms
HVC'05 Proceedings of the First Haifa international conference on Hardware and Software Verification and Testing
Parameter meta-optimization of metaheuristic optimization algorithms
EUROCAST'11 Proceedings of the 13th international conference on Computer Aided Systems Theory - Volume Part I
Evolutionary algorithm parameter tuning with sensitivity analysis
SIIS'11 Proceedings of the 2011 international conference on Security and Intelligent Information Systems
Evolutionary Shallow Natural Language Parsing
Computational Intelligence
Automatic design of ant algorithms with grammatical evolution
EuroGP'12 Proceedings of the 15th European conference on Genetic Programming
Estimating meme fitness in adaptive memetic algorithms for combinatorial problems
Evolutionary Computation
Hyperparameter tuning in bandit-based adaptive operator selection
EvoApplications'12 Proceedings of the 2012t European conference on Applications of Evolutionary Computation
A generic approach to parameter control
EvoApplications'12 Proceedings of the 2012t European conference on Applications of Evolutionary Computation
Vehicle routing scheduling using an enhanced hybrid optimization approach
Journal of Intelligent Manufacturing
A note on teaching-learning-based optimization algorithm
Information Sciences: an International Journal
Experimental evaluation of topological-based fitness functions to detect complexes in PPI networks
Proceedings of the 14th annual conference on Genetic and evolutionary computation
PSO based on surrogate modeling as meta-search to optimise evolutionary algorithms parameters
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Adaptive multi-objective genetic algorithm using multi-pareto-ranking
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Parameter tuning of evolutionary reactions systems
Proceedings of the 14th annual conference on Genetic and evolutionary computation
The use of reputation as noise-resistant selection bias in a co-evolutionary multi-agent system
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
Autoconstructive evolution for structural problems
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Adaptive genetic algorithm based on density distribution of population
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
International Journal of Data Mining and Bioinformatics
Properties of Quantum Particles in Multi-Swarms for Dynamic Optimization
Fundamenta Informaticae
An Improved Harmony Search Algorithm with Differential Mutation Operator
Fundamenta Informaticae - Swarm Intelligence
Adaptive swarm optimization for locating and tracking multiple targets
Applied Soft Computing
Basic principles for understanding evolutionary algorithms
Fundamenta Informaticae
Review of phenotypic diversity formulations for diagnostic tool
Applied Soft Computing
A search-based framework for failure reproduction
SSBSE'12 Proceedings of the 4th international conference on Search Based Software Engineering
Domain-Aware ontology matching
ISWC'12 Proceedings of the 11th international conference on The Semantic Web - Volume Part I
Collaboration and Competition Process: A Multi-Teams and Genetic Algorithm Hybrid Approach
International Journal of Artificial Life Research
A branch and bound algorithm for the response time variability problem
Journal of Scheduling
Graph 3-coloring with a hybrid self-adaptive evolutionary algorithm
Computational Optimization and Applications
Information Sciences: an International Journal
Adaptive MOEA/D for QoS-based web service composition
EvoCOP'13 Proceedings of the 13th European conference on Evolutionary Computation in Combinatorial Optimization
An adaptive evolutionary approach for real-time vehicle routing and dispatching
Computers and Operations Research
Self-adapting fitness evaluation times for on-line evolution of simulated robots
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Is the meta-EA a viable optimization method?
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Exploration and exploitation in evolutionary algorithms: A survey
ACM Computing Surveys (CSUR)
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Enhancing distributed EAs using proactivity
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
A novel mating approach for genetic algorithms
Evolutionary Computation
Adaptive Memetic Differential Evolution with Global and Local neighborhood-based mutation operators
Information Sciences: an International Journal
Parameter-less algorithm for evolutionary-based optimization
Computational Optimization and Applications
Solving variational and Cauchy problems with self-configuring genetic programming algorithm
International Journal of Innovative Computing and Applications
Transactions on Computational Collective Intelligence IX
Contrasting meta-learning and hyper-heuristic research: the role of evolutionary algorithms
Genetic Programming and Evolvable Machines
An integration of fuzzy inference systems and Genetic Algorithms for Wireless Sensor Networks
International Journal of Hybrid Intelligent Systems
International Journal of Hybrid Intelligent Systems
| Hi-index | 0.01 |
The issue of controlling values of various parameters of an evolutionary algorithm is one of the most important and promising areas of research in evolutionary computation: it has a potential of adjusting the algorithm to the problem while solving the problem. In the paper we: 1) revise the terminology, which is unclear and confusing, thereby providing a classification of such control mechanisms, and 2) survey various forms of control which have been studied by the evolutionary computation community in recent years. Our classification covers the major forms of parameter control in evolutionary computation and suggests some directions for further research