Adaptive evolutionary programming based on reinforcement learning
Information Sciences: an International Journal
Opposition versus randomness in soft computing techniques
Applied Soft Computing
Large scale evolutionary optimization using cooperative coevolution
Information Sciences: an International Journal
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part I
Population size reduction for the differential evolution algorithm
Applied Intelligence
A Self-adaptive Evolutionary Programming Based on Optimum Search Direction
ISICA '08 Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence
Correlation between Mutations and Self-adaptation in Evolutionary Programming
ISICA '08 Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence
Expert Systems with Applications: An International Journal
A mixed strategy of combining evolutionary algorithms with multigrid methods
International Journal of Computer Mathematics
A fuzzy clustering algorithm based on evolutionary programming
Expert Systems with Applications: An International Journal
Preserving and exploiting genetic diversity in evolutionary programming algorithms
IEEE Transactions on Evolutionary Computation
Adaptive computational chemotaxis in bacterial foraging optimization: an analysis
IEEE Transactions on Evolutionary Computation
Efficient population utilization strategy for particle swarm optimizer
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Properties of Quantum Particles in Multi-Swarms for Dynamic Optimization
Fundamenta Informaticae
A survey and taxonomy of performance improvement of canonical genetic programming
Knowledge and Information Systems
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Swarm's flight: accelerating the particles using C-CUDA
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Bare bones particle swarm optimization with Gaussian or cauchy jumps
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Genetic algorithm: a seesaw method for generating offspring
MIC '07 Proceedings of the 26th IASTED International Conference on Modelling, Identification, and Control
JADE: adaptive differential evolution with optional external archive
IEEE Transactions on Evolutionary Computation
Memetic algorithm with extended neighborhood search for capacitated arc routing problems
IEEE Transactions on Evolutionary Computation
Memetic algorithms for continuous optimisation based on local search chains
Evolutionary Computation
Ensemble strategies with adaptive evolutionary programming
Information Sciences: an International Journal
Operator adaptation in evolutionary programming
ISICA'07 Proceedings of the 2nd international conference on Advances in computation and intelligence
Particle swarm optimization using lévy probability distribution
ISICA'07 Proceedings of the 2nd international conference on Advances in computation and intelligence
A new recurring multistage evolutionary algorithm for solving problems efficiently
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Information Sciences: an International Journal
A clustering-based differential evolution for global optimization
Applied Soft Computing
Ensemble of constraint handling techniques
IEEE Transactions on Evolutionary Computation
Short term wind speed prediction based on evolutionary support vector regression algorithms
Expert Systems with Applications: An International Journal
Self-adapting differential evolution algorithm with chaos random for global numerical optimization
ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
Composite laminates buckling optimization through Lévy based ant colony optimization
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part II
Original article: A new EP-based α-β-γ-δ filter for target tracking
Mathematics and Computers in Simulation
Expert Systems with Applications: An International Journal
Automatically designing selection heuristics
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Adaptive strategy selection in differential evolution for numerical optimization: An empirical study
Information Sciences: an International Journal
A discrete shuffled frog optimization algorithm
Artificial Intelligence Review
A cooperative particle swarm optimizer with statistical variable interdependence learning
Information Sciences: an International Journal
Hybridisation of particle swarm optimization and fast evolutionary programming
SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
Global optimization using evolutionary algorithm based on level set evolution and latin square
IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning
Global optimization algorithms using fourier smoothing
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
A game-theoretic approach for designing mixed mutation strategies
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III
A mixed mutation strategy evolutionary programming combined with species conservation technique
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
Directional distributions and their application to evolutionary algorithms
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Step length adaptation by generalized predictive control
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
Diversity Guided Evolutionary Programming: A novel approach for continuous optimization
Applied Soft Computing
Lévy-Flight genetic programming: towards a new mutation paradigm
EvoBIO'12 Proceedings of the 10th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Memetic algorithm with double mutation for numerical optimization
IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Properties of Quantum Particles in Multi-Swarms for Dynamic Optimization
Fundamenta Informaticae
Multi-operator based biogeography based optimization with mutation for global numerical optimization
Computers & Mathematics with Applications
Information Sciences: an International Journal
Adaptive Non-Uniform Particle Swarm Application to Plasmonic Design
International Journal of Applied Metaheuristic Computing
A modification to classical evolutionary programming by shifting strategy parameters
Applied Intelligence
Co-Evolutionary Algorithms Based on Mixed Strategy
Journal of Information Technology Research
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
EuroGP'13 Proceedings of the 16th European conference on Genetic Programming
An intelligent multi-restart memetic algorithm for box constrained global optimisation
Evolutionary Computation
Fitness tracking based evolutionary programming: a novel approach for function optimization
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Multimodal function optimisation with cuckoo search algorithm
International Journal of Bio-Inspired Computation
A survey on optimization metaheuristics
Information Sciences: an International Journal
A novel artificial bee colony algorithm with Powell's method
Applied Soft Computing
Expert Systems with Applications: An International Journal
Repairing the crossover rate in adaptive differential evolution
Applied Soft Computing
Kernel clustering using a hybrid memetic algorithm
Natural Computing: an international journal
A hybrid memetic algorithm for global optimization
Neurocomputing
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Studies evolutionary programming with mutations based on the Levy probability distribution. The Levy probability distribution has an infinite second moment and is, therefore, more likely to generate an offspring that is farther away from its parent than the commonly employed Gaussian mutation. Such likelihood depends on a parameter α in the Levy distribution. We propose an evolutionary programming algorithm using adaptive as well as nonadaptive Levy mutations. The proposed algorithm was applied to multivariate functional optimization. Empirical evidence shows that, in the case of functions having many local optima, the performance of the proposed algorithm was better than that of classical evolutionary programming using Gaussian mutation.