Chaotic Local Search-Based Differential Evolution Algorithms for Optimization

[1]  MengChu Zhou,et al.  Timetable Optimization for Regenerative Energy Utilization in Subway Systems , 2019, IEEE Transactions on Intelligent Transportation Systems.

[2]  John Yearwood,et al.  Heterogeneous Cooperative Co-Evolution Memetic Differential Evolution Algorithm for Big Data Optimization Problems , 2017, IEEE Transactions on Evolutionary Computation.

[3]  Dan Boneh,et al.  On genetic algorithms , 1995, COLT '95.

[4]  Ting Zhang,et al.  Parallel chaos optimization algorithm with migration and merging operation , 2015, Appl. Soft Comput..

[5]  Leandro dos Santos Coelho,et al.  A self-adaptive chaotic differential evolution algorithm using gamma distribution for unconstrained global optimization , 2014, Appl. Math. Comput..

[6]  Hitoshi Iba,et al.  Accelerating Differential Evolution Using an Adaptive Local Search , 2008, IEEE Transactions on Evolutionary Computation.

[7]  Yuan Xiaofang,et al.  Parameter selection of support vector machine for function approximation based on chaos optimization , 2008 .

[8]  Hossein Nezamabadi-pour,et al.  GSA: A Gravitational Search Algorithm , 2009, Inf. Sci..

[9]  P. N. Suganthan,et al.  Differential Evolution: A Survey of the State-of-the-Art , 2011, IEEE Transactions on Evolutionary Computation.

[10]  Francisco Herrera,et al.  A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms , 2011, Swarm Evol. Comput..

[11]  Yongzhong Lu,et al.  Chaotic particle swarm optimization for optimal design of PID controllers in industrial systems , 2016, J. Intell. Fuzzy Syst..

[12]  Ardeshir Bahreininejad,et al.  Mine blast algorithm: A new population based algorithm for solving constrained engineering optimization problems , 2013, Appl. Soft Comput..

[13]  Xiaohang Yue,et al.  A Novel Hybrid Ant Colony Optimization Algorithm for Emergency Transportation Problems During Post-Disaster Scenarios , 2018, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[14]  Bing Li,et al.  Optimizing Complex Functions by Chaos Search , 1998, Cybern. Syst..

[15]  Xin-She Yang,et al.  Firefly algorithm with chaos , 2013, Commun. Nonlinear Sci. Numer. Simul..

[16]  Alireza Askarzadeh,et al.  A discrete chaotic harmony search-based simulated annealing algorithm for optimum design of PV/wind hybrid system , 2013 .

[17]  Yaonan Wang,et al.  A new adaptive mutative scale chaos optimization algorithm and its application , 2008 .

[18]  A. Gandomi,et al.  Imperialist competitive algorithm combined with chaos for global optimization , 2012 .

[19]  Hussein A. Abbass,et al.  Adaptive Cross-Generation Differential Evolution Operators for Multiobjective Optimization , 2016, IEEE Transactions on Evolutionary Computation.

[20]  Jilei Zhou,et al.  Chaos optimization algorithms based on chaotic maps with different probability distribution and search speed for global optimization , 2014, Commun. Nonlinear Sci. Numer. Simul..

[21]  Louis M Pecora,et al.  Synchronization of chaotic systems. , 2015, Chaos.

[22]  B. Alatas,et al.  Chaos embedded particle swarm optimization algorithms , 2009 .

[23]  Amir Hossein Gandomi,et al.  Chaotic cuckoo search , 2015, Soft Computing.

[24]  Yang Yu,et al.  Multiple Chaos Embedded Gravitational Search Algorithm , 2017, IEICE Trans. Inf. Syst..

[25]  Arthur C. Sanderson,et al.  JADE: Adaptive Differential Evolution With Optional External Archive , 2009, IEEE Transactions on Evolutionary Computation.

[26]  Qingfeng Ding,et al.  The Cellular Differential Evolution Based on Chaotic Local Search , 2015 .

[27]  R. Venkata Rao,et al.  Teaching-learning-based optimization: A novel method for constrained mechanical design optimization problems , 2011, Comput. Aided Des..

[28]  Luigi Fortuna,et al.  Chaotic sequences to improve the performance of evolutionary algorithms , 2003, IEEE Trans. Evol. Comput..

[29]  Andrew Lewis,et al.  Biogeography-based optimisation with chaos , 2014, Neural Computing and Applications.

[30]  Zhijian Wu,et al.  An Enhanced Differential Evolution with Elite Chaotic Local Search , 2015, Comput. Intell. Neurosci..

[31]  Amir Hossein Gandomi,et al.  Chaotic bat algorithm , 2014, J. Comput. Sci..

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

[33]  Pramod Kumar Singh,et al.  Chaotic gradient artificial bee colony for text clustering , 2016, Soft Comput..

[34]  Dan Simon,et al.  Biogeography-Based Optimization , 2022 .

[35]  Alex S. Fukunaga,et al.  Success-history based parameter adaptation for Differential Evolution , 2013, 2013 IEEE Congress on Evolutionary Computation.

[36]  Yaonan Wang,et al.  Hybrid parallel chaos optimization algorithm with harmony search algorithm , 2014, Appl. Soft Comput..

[37]  Yongguang Yu,et al.  Artificial Bee Colony Algorithm-based Parameter Estimation of Fractional-order Chaotic System with Time Delay , 2017 .

[38]  Bo Liu,et al.  Improved particle swarm optimization combined with chaos , 2005 .

[39]  Qingfu Zhang,et al.  Differential Evolution With Composite Trial Vector Generation Strategies and Control Parameters , 2011, IEEE Transactions on Evolutionary Computation.

[40]  B. Alatas,et al.  Chaotically encoded particle swarm optimization algorithm and its applications , 2009 .

[41]  Francisco Herrera,et al.  Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: Experimental analysis of power , 2010, Inf. Sci..

[42]  Mehmet Fatih Tasgetiren,et al.  Differential evolution algorithm with ensemble of parameters and mutation strategies , 2011, Appl. Soft Comput..

[43]  Pramod Kumar Singh,et al.  Opposition chaotic fitness mutation based adaptive inertia weight BPSO for feature selection in text clustering , 2016, Appl. Soft Comput..

[44]  Yan Wang,et al.  Gravitational search algorithm combined with chaos for unconstrained numerical optimization , 2014, Appl. Math. Comput..

[45]  Jin Xu,et al.  Chaotic Fruit Fly Optimization Algorithm , 2014, ICSI.

[46]  Andrew Lewis,et al.  The Whale Optimization Algorithm , 2016, Adv. Eng. Softw..

[47]  Amit Konar,et al.  Differential Evolution Using a Neighborhood-Based Mutation Operator , 2009, IEEE Transactions on Evolutionary Computation.

[48]  Pratyusha Rakshit,et al.  Uncertainty Management in Differential Evolution Induced Multiobjective Optimization in Presence of Measurement Noise , 2014, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[49]  Yang Yu,et al.  Global optimum-based search differential evolution , 2019, IEEE/CAA Journal of Automatica Sinica.

[50]  Xiaofang Yuan,et al.  An improved chaos optimization algorithm-based parameter identification of synchronous generator , 2012 .

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

[52]  Zhongping Wan,et al.  A hybrid intelligent algorithm by combining particle swarm optimization with chaos searching technique for solving nonlinear bilevel programming problems , 2013, Swarm Evol. Comput..

[53]  Bilal Alatas,et al.  Chaotic bee colony algorithms for global numerical optimization , 2010, Expert Syst. Appl..

[54]  Kwok-Wo Wong,et al.  An improved particle swarm optimization algorithm combined with piecewise linear chaotic map , 2007, Appl. Math. Comput..

[55]  Andy J. Keane,et al.  Meta-Lamarckian learning in memetic algorithms , 2004, IEEE Transactions on Evolutionary Computation.

[56]  Sengül Dogan,et al.  A new data hiding method based on chaos embedded genetic algorithm for color image , 2016, Artificial Intelligence Review.

[57]  Li-Yeh Chuang,et al.  A comparative analysis of chaotic particle swarm optimizations for detecting single nucleotide polymorphism barcodes , 2016, Artif. Intell. Medicine.

[58]  P. N. Suganthan,et al.  Problem Definitions and Evaluation Criteria for CEC 2011 Competition on Testing Evolutionary Algorithms on Real World Optimization Problems , 2011 .

[59]  L. Coelho,et al.  Combining of chaotic differential evolution and quadratic programming for economic dispatch optimization with valve-point effect , 2006, IEEE Transactions on Power Systems.

[60]  Muhammad Khurram Khan,et al.  An effective memetic differential evolution algorithm based on chaotic local search , 2011, Inf. Sci..

[61]  Amir Hossein Gandomi,et al.  Chaotic Krill Herd algorithm , 2014, Inf. Sci..

[62]  MengChu Zhou,et al.  A Supervised Learning and Control Method to Improve Particle Swarm Optimization Algorithms , 2017, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[63]  P. N. Suganthan,et al.  Differential Evolution Algorithm With Strategy Adaptation for Global Numerical Optimization , 2009, IEEE Transactions on Evolutionary Computation.

[64]  Weiwei Zhang,et al.  Cooperative Differential Evolution With Multiple Populations for Multiobjective Optimization , 2016, IEEE Transactions on Cybernetics.

[65]  Ying Tan,et al.  Fireworks Algorithm for Optimization , 2010, ICSI.

[66]  Ali Kaveh,et al.  Colliding bodies optimization: A novel meta-heuristic method , 2014 .

[67]  Nikolaus Hansen,et al.  A restart CMA evolution strategy with increasing population size , 2005, 2005 IEEE Congress on Evolutionary Computation.

[68]  A. Rezaee Jordehi.  A chaotic artificial immune system optimisation algorithm for solving global continuous optimisation problems , 2014, Neural Computing and Applications.

[69]  Dervis Karaboga,et al.  A powerful and efficient algorithm for numerical function optimization: artificial bee colony (ABC) algorithm , 2007, J. Glob. Optim..

[70]  Junfeng Chen,et al.  Brain storm optimization algorithm: a review , 2016, Artificial Intelligence Review.

[71]  Tapabrata Ray,et al.  Differential Evolution With Dynamic Parameters Selection for Optimization Problems , 2014, IEEE Transactions on Evolutionary Computation.

[72]  Jun Yang,et al.  A chance constrained optimal reserve scheduling approach for economic dispatch considering wind penetration , 2017, IEEE/CAA Journal of Automatica Sinica.