Differential evolution for dynamic environments with unknown numbers of optima

[1]  Andries Petrus Engelbrecht,et al.  Using Competitive Population Evaluation in a differential evolution algorithm for dynamic environments , 2012, Eur. J. Oper. Res..

[2]  Luciano Stefanini,et al.  A Differential Evolution algorithm to deal with box, linear and quadratic-convex constraints for boundary optimization , 2012, J. Glob. Optim..

[3]  Weihang Zhu,et al.  Massively parallel differential evolution—pattern search optimization with graphics hardware acceleration: an investigation on bound constrained optimization problems , 2011, J. Glob. Optim..

[4]  Mohammad Reza Meybodi,et al.  CellularDE: A Cellular Based Differential Evolution for Dynamic Optimization Problems , 2011, ICANNGA.

[5]  Janez Brest,et al.  Dynamic optimization using Self-Adaptive Differential Evolution , 2009, 2009 IEEE Congress on Evolutionary Computation.

[6]  Changhe Li,et al.  A Generalized Approach to Construct Benchmark Problems for Dynamic Optimization , 2008, SEAL.

[7]  Xin Yao,et al.  Benchmark Generator for CEC'2009 Competition on Dynamic Optimization , 2008 .

[8]  Tim Hendtlass,et al.  A simple and efficient multi-component algorithm for solving dynamic function optimisation problems , 2007, 2007 IEEE Congress on Evolutionary Computation.

[9]  Krzysztof Trojanowski,et al.  B-Cell Algorithm as a Parallel Approach to Optimization of Moving Peaks Benchmark Tasks , 2007, 6th International Conference on Computer Information Systems and Industrial Management Applications (CISIM'07).

[10]  Tim Blackwell,et al.  Particle Swarm Optimization in Dynamic Environments , 2007, Evolutionary Computation in Dynamic and Uncertain Environments.

[11]  Janez Brest,et al.  Self-Adapting Control Parameters in Differential Evolution: A Comparative Study on Numerical Benchmark Problems , 2006, IEEE Transactions on Evolutionary Computation.

[12]  Jürgen Branke,et al.  Multiswarms, exclusion, and anti-convergence in dynamic environments , 2006, IEEE Transactions on Evolutionary Computation.

[13]  L. P. Fatti,et al.  A Differential Free Point Generation Scheme in the Differential Evolution Algorithm , 2006, J. Glob. Optim..

[14]  Xiaodong Li,et al.  Particle swarm with speciation and adaptation in a dynamic environment , 2006, GECCO.

[15]  D. Zaharie,et al.  Diversity Enhancing Mechanisms for Evolutionary Optimization in Static and Dynamic Environments , 2006 .

[16]  R. Storn,et al.  Differential Evolution: A Practical Approach to Global Optimization (Natural Computing Series) , 2005 .

[17]  Arvind S. Mohais,et al.  DynDE: a differential evolution for dynamic optimization problems , 2005, 2005 IEEE Congress on Evolutionary Computation.

[18]  Shengxiang Yang,et al.  Memory-based immigrants for genetic algorithms in dynamic environments , 2005, GECCO '05.

[19]  Jürgen Branke,et al.  Evolutionary optimization in uncertain environments-a survey , 2005, IEEE Transactions on Evolutionary Computation.

[20]  Ronald W. Morrison,et al.  Designing Evolutionary Algorithms for Dynamic Environments , 2004, Natural Computing Series.

[21]  Xiaodong Li,et al.  A particle swarm model for tracking multiple peaks in a dynamic environment using speciation , 2004, Proceedings of the 2004 Congress on Evolutionary Computation (IEEE Cat. No.04TH8753).

[22]  Jürgen Branke,et al.  Multi-swarm Optimization in Dynamic Environments , 2004, EvoWorkshops.

[23]  Xiaodong Li,et al.  Comparing particle swarms for tracking extrema in dynamic environments , 2003, The 2003 Congress on Evolutionary Computation, 2003. CEC '03..

[24]  Martin Middendorf,et al.  A hierarchical particle swarm optimizer , 2003, The 2003 Congress on Evolutionary Computation, 2003. CEC '03..

[25]  Hartmut Schmeck,et al.  Designing evolutionary algorithms for dynamic optimization problems , 2003 .

[26]  Shigeyoshi Tsutsui,et al.  Advances in evolutionary computing: theory and applications , 2003 .

[27]  Peter J. Bentley,et al.  Dynamic Search With Charged Swarms , 2002, GECCO.

[28]  Russell C. Eberhart,et al.  Adaptive particle swarm optimization: detection and response to dynamic systems , 2002, Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600).

[29]  Mark Wineberg,et al.  The Shifting Balance Genetic Algorithm: improving the GA in a dynamic environment , 1999 .

[30]  John J. Grefenstette,et al.  Evolvability in dynamic fitness landscapes: a genetic algorithm approach , 1999, Proceedings of the 1999 Congress on Evolutionary Computation-CEC99 (Cat. No. 99TH8406).

[31]  Hajime Kita,et al.  Adaptation to a Changing Environment by Means of the Thermodynamical Genetic Algorithm , 1999 .

[32]  Hajime Kita,et al.  Adaptation to a Changing Environment by Means of the Feedback Thermodynamical Genetic Algorithm , 1996, PPSN.

[33]  Rainer Storn,et al.  Differential Evolution – A Simple and Efficient Heuristic for global Optimization over Continuous Spaces , 1997, J. Glob. Optim..

[34]  Terence C. Fogarty,et al.  Adaptive Combustion Balancing in Multiple Burner Boiler Using a Genetic Algorithm with Variable Range of Local Search , 1997, ICGA.

[35]  R. Storn,et al.  On the usage of differential evolution for function optimization , 1996, Proceedings of North American Fuzzy Information Processing.

[36]  Helen G. Cobb,et al.  An Investigation into the Use of Hypermutation as an Adaptive Operator in Genetic Algorithms Having Continuous, Time-Dependent Nonstationary Environments , 1990 .