Optimization of control parameters for genetic algorithms
IEEE Transactions on Systems, Man and Cybernetics
A connectionist machine for genetic hillclimbing
A connectionist machine for genetic hillclimbing
Global optimization
Dynamic Parameter Encoding for Genetic Algorithms
Machine Learning
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
Uniform Crossover in Genetic Algorithms
Proceedings of the 3rd International Conference on Genetic Algorithms
GA-Based Learning of kDNFns Boolean Formulas
ICES '01 Proceedings of the 4th International Conference on Evolvable Systems: From Biology to Hardware
Scalability and Efficiency of Genetic Algorithms for Geometrical Applications
PPSN VI Proceedings of the 6th International Conference on Parallel Problem Solving from Nature
Island Model Cooperating with Speciation for Multimodal Optimization
PPSN VI Proceedings of the 6th International Conference on Parallel Problem Solving from Nature
Crossover Operator Effect in Function Optimization with Constraints
PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature
Evolutionary Optimization of Heterogeneous Problems
PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature
Continuous Optimization Using Elite Genetic Algorithms With Adaptive Mutations
SEAL'98 Selected papers from the Second Asia-Pacific Conference on Simulated Evolution and Learning on Simulated Evolution and Learning
Genetic Algorithm Optimisation of Part Placement Using a Connection-Based Coding Method
IEA/AIE '02 Proceedings of the 15th international conference on Industrial and engineering applications of artificial intelligence and expert systems: developments in applied artificial intelligence
An Empirical Comparison of Particle Swarm and Predator Prey Optimisation
AICS '02 Proceedings of the 13th Irish International Conference on Artificial Intelligence and Cognitive Science
International Journal of Approximate Reasoning
Human evolutionary model: A new approach to optimization
Information Sciences: an International Journal
AORCEA - An adaptive operator rate controlled evolutionary algorithm
Computers and Structures
Integrated multiobjective optimization and a priori preferences using genetic algorithms
Information Sciences: an International Journal
A sequential niche technique for multimodal function optimization
Evolutionary Computation
The science of breeding and its application to the breeder genetic algorithm (bga)
Evolutionary Computation
Massively parallel simulated annealing and its relation to evolutionary algorithms
Evolutionary Computation
Toward a theory of evolution strategies: The (μ, λ)-theory
Evolutionary Computation
An overview of evolutionary algorithms in multiobjective optimization
Evolutionary Computation
Balancing accuracy and parsimony in genetic programming
Evolutionary Computation
Genetic algorithms, selection schemes, and the varying effects of noise
Evolutionary Computation
Analysis of selection algorithms: A markov chain approach
Evolutionary Computation
A comparison of selection schemes used in evolutionary algorithms
Evolutionary Computation
Some comments on evolutionary algorithm theory
Evolutionary Computation
The equation for response to selection and its use for prediction
Evolutionary Computation
Predicting epistasis from mathematical models
Evolutionary Computation
The gambler's ruin problem, genetic algorithms, and the sizing of populations
Evolutionary Computation
Fda -a scalable evolutionary algorithm for the optimization of additively decomposed functions
Evolutionary Computation
A genetic algorithm calibration method based on convergence due to genetic drift
Information Sciences: an International Journal
Study on component temperatures inversion using satellite remotely sensed data
International Journal of Remote Sensing
Theory of Evolutionary Algorithm: A View from Thermodynamics
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part IV: ICCS 2007
Effective Learning with Heterogeneous Neural Networks
Neural Information Processing
Replacement strategies to preserve useful diversity in steady-state genetic algorithms
Information Sciences: an International Journal
Memetic Algorithm for Intense Local Search Methods Using Local Search Chains
HM '08 Proceedings of the 5th International Workshop on Hybrid Metaheuristics
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Applied Pareto multi-objective optimization by stochastic solvers
Engineering Applications of Artificial Intelligence
Empirical evaluation of a nesting testability transformation for evolutionary testing
ACM Transactions on Software Engineering and Methodology (TOSEM)
On the impact of the mutation-selection balance on the runtime of evolutionary algorithms
Proceedings of the tenth ACM SIGEVO workshop on Foundations of genetic algorithms
AG-ART: An adaptive approach to evolving ART architectures
Neurocomputing
Research of multi-population agent genetic algorithm for feature selection
Expert Systems with Applications: An International Journal
Analysis of evolutionary algorithms on the one-dimensional spin glass with power-law interactions
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Boosting CBR Agents with Genetic Algorithms
ICCBR '09 Proceedings of the 8th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Computers and Operations Research
The evolutionary learning rule for system identification
Applied Soft Computing
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on human computing
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Increasing the production accuracy of profile bending with methods of computational intelligence
Evolutionary Computation
Evolutionary computation and structural design: A survey of the state-of-the-art
Computers and Structures
Optimising mobile base station placement using an enhanced Multi-Objective Genetic Algorithm
International Journal of Business Intelligence and Data Mining
Memetic algorithm with local search chaining for large scale continuous optimization problems
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Real-coded genetic algorithm for parametric modelling of a TRMS
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
An evaluation of differential evolution in software test data generation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
A Genetic Algorithm-Based Multiobjective Optimization for Analog Circuit Design
KES '09 Proceedings of the 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Part II
Synergy of evolutionary algorithm and socio-political process for global optimization
Expert Systems with Applications: An International Journal
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Genetic learning of fuzzy cognitive maps
Fuzzy Sets and Systems
Engineering Applications of Artificial Intelligence
Group search optimizer: an optimization algorithm inspired by animal searching behavior
IEEE Transactions on Evolutionary Computation
Auctions and differential pricing: optimal seller and bidder strategies in second-chance offers
Computational Economics
Memetic algorithms for continuous optimisation based on local search chains
Evolutionary Computation
Computers in Biology and Medicine
Scalability of selectorecombinative genetic algorithms for problems with tight linkage
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
Optimal sampling and speed-up for genetic algorithms on the sampled OneMax problem
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
Understanding EA dynamics via population fitness distributions
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
Convergence of program fitness landscapes
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
Using genetic algorithms for data mining optimization in an educational web-based system
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
Convergence time analysis for the multi-objective counting ones problem
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
Searching under multi-evolutionary pressures
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
Are multiple runs of genetic algorithms better than one?
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Genetic algorithm in the optimization of the acoustic attenuation systems
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Analysis of computational time of simple estimation of distribution algorithms
IEEE Transactions on Evolutionary Computation
An adaptive multiobjective approach to evolving ART architectures
IEEE Transactions on Neural Networks
Spurious dependencies and EDA scalability
Proceedings of the 12th annual conference on Genetic and evolutionary computation
An analysis of the equilibrium of migration models for biogeography-based optimization
Information Sciences: an International Journal
Genetic algorithm with peaks adaptive objective function used to fit the EPR powder spectrum
Applied Soft Computing
Modelling preferences in multi-objective engineering design
Engineering Applications of Artificial Intelligence
International Journal of Bio-Inspired Computation
ICAISC'10 Proceedings of the 10th international conference on Artifical intelligence and soft computing: Part II
Two-stage update biogeography-based optimization using differential evolution algorithm (DBBO)
Computers and Operations Research
An immune memory clonal algorithm for numerical and combinatorial optimization
Frontiers of Computer Science in China
Diversity improvement by non-geometric binary crossover in evolutionary multiobjective optimization
IEEE Transactions on Evolutionary Computation
Blended biogeography-based optimization for constrained optimization
Engineering Applications of Artificial Intelligence
Evolutionary FCMAC-BYY applied to stream data analysis
SEAL'10 Proceedings of the 8th international conference on Simulated evolution and learning
Learning in the feed-forward random neural network: A critical review
Performance Evaluation
Diagnosis of hypoglycemic episodes using a neural network based rule discovery system
Expert Systems with Applications: An International Journal
ACROA: Artificial Chemical Reaction Optimization Algorithm for global optimization
Expert Systems with Applications: An International Journal
DISPAR-tournament: a parallel population reduction operator that behaves like a tournament
EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part I
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
A novel learning scheme for Chebyshev functional link neural networks
Advances in Artificial Neural Systems
Information Sciences: an International Journal
IFCPA: immune forgetting clonal programming algorithm for large parameter optimization problems
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Lamarckian polyclonal programming algorithm for global numerical optimization
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Hierarchical BOA, cluster exact approximation, and ising spin glasses
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
Comparing the niches of CMA-ES, CHC and pattern search using diverse benchmarks
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
Global numerical optimization based on small-world networks
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
Fluctuating crosstalk as a source of deterministic noise and its effects on GA scalability
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
Genetic algorithms for multiobjective controller design
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
Selection of weights for sequential feed-forward neural networks: an experimental study
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Quantum-inspired immune clonal algorithm
ICARIS'05 Proceedings of the 4th international conference on Artificial Immune Systems
Resource management and scalability of the XCSF learning classifier system
Theoretical Computer Science
Search based software engineering: techniques, taxonomy, tutorial
Empirical Software Engineering and Verification
Parameter meta-optimization of metaheuristic optimization algorithms
EUROCAST'11 Proceedings of the 13th international conference on Computer Aided Systems Theory - Volume Part I
Model selection in logistic regression using p-values and greedy search
SIIS'11 Proceedings of the 2011 international conference on Security and Intelligent Information Systems
Solution of identification problems in computational mechanics --- parallel processing aspects
PARA'10 Proceedings of the 10th international conference on Applied Parallel and Scientific Computing - Volume 2
Diversity Guided Evolutionary Programming: A novel approach for continuous optimization
Applied Soft Computing
ASE '11 Proceedings of the 2011 26th IEEE/ACM International Conference on Automated Software Engineering
Evolutionary design of active free space optical networks based on digital mirror devices
EvoApplications'12 Proceedings of the 2012t European conference on Applications of Evolutionary Computation
Random state genetic algorithm
SIDE'12 Proceedings of the 2012 international conference on Swarm and Evolutionary Computation
SIDE'12 Proceedings of the 2012 international conference on Swarm and Evolutionary Computation
Influence of selection on structure learning in markov network EDAs: an empirical study
Proceedings of the 14th annual conference on Genetic and evolutionary computation
A new methodology for the GP theory toolbox
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Material parameter identification with parallel processing and geo-applications
PPAM'11 Proceedings of the 9th international conference on Parallel Processing and Applied Mathematics - Volume Part I
Basic principles for understanding evolutionary algorithms
Fundamenta Informaticae
Finite Markov Chain Results in Evolutionary Computation: A Tour d'Horizon
Fundamenta Informaticae
Natural Computing: an international journal
A multiagent quantum evolutionary algorithm for global numerical optimization
LSMS'07 Proceedings of the 2007 international conference on Life System Modeling and Simulation
Linkage learning by number of function evaluations estimation: Practical view of building blocks
Information Sciences: an International Journal
Modified onlooker phase in artificial bee colony algorithm
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
A novel adaptive fuzzy predictive control for hybrid systems with mixed inputs
Engineering Applications of Artificial Intelligence
Multi-objective evolutionary design of robust controllers on the grid
Engineering Applications of Artificial Intelligence
Information Sciences: an International Journal
Emergency railway wagon scheduling by hybrid biogeography-based optimization
Computers and Operations Research
Region based memetic algorithm for real-parameter optimisation
Information Sciences: an International Journal
| Hi-index | 0.01 |
In this paper a new genetic algorithm called the Breeder Genetic Algorithm (BGA) is introduced. The BGA is based on artificial selection similar to that used by human breeders. A predictive model for the BGA is presented that is derived from quantitative genetics. The model is used to predict the behavior of the BGA for simple test functions. Different mutation schemes are compared by computing the expected progress to the solution. The numerical performance of the BGA is demonstrated on a test suite of multimodal functions. The number of function evaluations needed to locate the optimum scales only as n ln(n) where n is the number of parameters. Results up to n = 1000 are reported.