An introduction to differential evolution
New ideas in optimization
Journal of Global Optimization
Differential Evolution Training Algorithm for Feed-Forward Neural Networks
Neural Processing Letters
Proceedings of the 6th International Conference on Genetic Algorithms
Two improved differential evolution schemes for faster global search
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
A Fuzzy Adaptive Differential Evolution Algorithm
Soft Computing - A Fusion of Foundations, Methodologies and Applications
Differential Evolution: A Practical Approach to Global Optimization (Natural Computing Series)
Differential Evolution: A Practical Approach to Global Optimization (Natural Computing Series)
Exploring dynamic self-adaptive populations in differential evolution
Soft Computing - A Fusion of Foundations, Methodologies and Applications
Adapting operator settings in genetic algorithms
Evolutionary Computation
Differential evolution approach for optimal reactive power dispatch
Applied Soft Computing
Automatic image pixel clustering with an improved differential evolution
Applied Soft Computing
Influence of crossover on the behavior of Differential Evolution Algorithms
Applied Soft Computing
Adaptation in differential evolution: A numerical comparison
Applied Soft Computing
Differential evolution algorithm with strategy adaptation for global numerical optimization
IEEE Transactions on Evolutionary Computation
Differential evolution using a neighborhood-based mutation operator
IEEE Transactions on Evolutionary Computation
Parameter control in differential evolution for constrained optimization
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
JADE: adaptive differential evolution with optional external archive
IEEE Transactions on Evolutionary Computation
Using adaptive operators in genetic search
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
Solving rotated multi-objective optimization problems using differential evolution
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Parameter control in evolutionary algorithms
IEEE Transactions on Evolutionary Computation
IEEE Transactions on Evolutionary Computation
Minimal representation multisensor fusion using differential evolution
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Multi-operator based evolutionary algorithms for solving constrained optimization problems
Computers and Operations Research
Differential evolution for parameterized procedural woody plant models reconstruction
Applied Soft Computing
Adaptive strategy selection in differential evolution for numerical optimization: An empirical study
Information Sciences: an International Journal
A Differential Covariance Matrix Adaptation Evolutionary Algorithm for real parameter optimization
Information Sciences: an International Journal
Enhancing the search ability of differential evolution through orthogonal crossover
Information Sciences: an International Journal
Ockham's Razor in memetic computing: Three stage optimal memetic exploration
Information Sciences: an International Journal
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
An informative differential evolution with self adaptive re-clustering technique
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Logistic map adaptive differential evolution for optimal capacitor placement and sizing
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Applied Computational Intelligence and Soft Computing
Parallel migration model employing various adaptive variants of differential evolution
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
A comparison of two adaptation approaches in differential evolution
SIDE'12 Proceedings of the 2012 international conference on Swarm and Evolutionary Computation
On an evolutionary approach for constrained optimization problem solving
Applied Soft Computing
Evolutionary design of experiments using the MapReduce framework
Proceedings of the 2011 Summer Computer Simulation Conference
Information Sciences: an International Journal
Adaptive population tuning scheme for differential evolution
Information Sciences: an International Journal
Differential evolution algorithm: recent advances
TPNC'12 Proceedings of the First international conference on Theory and Practice of Natural Computing
Multiple documents summarization based on evolutionary optimization algorithm
Expert Systems with Applications: An International Journal
Simplified swarm optimization with differential evolution mutation strategy for parameter search
Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication
Differential evolution with a relational neighbourhood-based strategy for numerical optimization
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Optimal location and sizing of DG for congestion management in deregulated power systems
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Self-adaptive differential evolution incorporating a heuristic mixing of operators
Computational Optimization and Applications
Compact Particle Swarm Optimization
Information Sciences: an International Journal
Exploration and exploitation in evolutionary algorithms: A survey
ACM Computing Surveys (CSUR)
Differential evolution strategies with random forest regression in the bat algorithm
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Adaptive Memetic Differential Evolution with Global and Local neighborhood-based mutation operators
Information Sciences: an International Journal
Comprehensive Survey of the Hybrid Evolutionary Algorithms
International Journal of Applied Evolutionary Computation
Computers and Electronics in Agriculture
Moving object detection using Markov Random Field and Distributed Differential Evolution
Applied Soft Computing
Repairing the crossover rate in adaptive differential evolution
Applied Soft Computing
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Differential evolution (DE) has attracted much attention recently as an effective approach for solving numerical optimization problems. However, the performance of DE is sensitive to the choice of the mutation strategy and associated control parameters. Thus, to obtain optimal performance, time-consuming parameter tuning is necessary. Different mutation strategies with different parameter settings can be appropriate during different stages of the evolution. In this paper, we propose to employ an ensemble of mutation strategies and control parameters with the DE (EPSDE). In EPSDE, a pool of distinct mutation strategies along with a pool of values for each control parameter coexists throughout the evolution process and competes to produce offspring. The performance of EPSDE is evaluated on a set of bound-constrained problems and is compared with conventional DE and several state-of-the-art parameter adaptive DE variants.