Insights into the effects of control parameters and mutation strategy on self-adaptive ensemble-based differential evolution
暂无分享,去创建一个
Siew Chin Neoh | Theam Foo Ng | Shir Li Wang | Farid Morsidi | Haldi Budiman | Shir Li Wang | S. Neoh | Haldi Budiman | F. Morsidi | T. F. Ng
[1] Theam Foo Ng,et al. Self-adapting approach in parameter tuning for differential evolution , 2015, 2015 Conference on Technologies and Applications of Artificial Intelligence (TAAI).
[2] Alex S. Fukunaga,et al. Improving the search performance of SHADE using linear population size reduction , 2014, 2014 IEEE Congress on Evolutionary Computation (CEC).
[3] Amin Nobakhti,et al. A simple self-adaptive Differential Evolution algorithm with application on the ALSTOM gasifier , 2008, Appl. Soft Comput..
[4] Rainer Storn,et al. Differential Evolution – A Simple and Efficient Heuristic for global Optimization over Continuous Spaces , 1997, J. Glob. Optim..
[5] Jingming Yang,et al. A differential evolution algorithm with self-adaptive strategy and control parameters based on symmetric Latin hypercube design for unconstrained optimization problems , 2016, Eur. J. Oper. Res..
[6] Andries Petrus Engelbrecht,et al. Self-adaptive Differential Evolution , 2005, CIS.
[7] Jouni Lampinen,et al. A Fuzzy Adaptive Differential Evolution Algorithm , 2005, Soft Comput..
[8] Yang Chen,et al. Association rule mining based parameter adaptive strategy for differential evolution algorithms , 2019, Expert Syst. Appl..
[9] Michal Pluhacek,et al. Distance based parameter adaptation for Success-History based Differential Evolution , 2019, Swarm Evol. Comput..
[10] Ponnuthurai N. Suganthan,et al. Ensemble strategies in Compact Differential Evolution , 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).
[11] Pushpendra Singh,et al. Optimum load shedding based on sensitivity to enhance static voltage stability using DE , 2012, Swarm Evol. Comput..
[12] Ponnuthurai N. Suganthan,et al. Ensemble of parameters in a sinusoidal differential evolution with niching-based population reduction , 2017, Swarm Evol. Comput..
[13] Mehmet Fatih Tasgetiren,et al. Differential evolution algorithm with ensemble of parameters and mutation strategies , 2011, Appl. Soft Comput..
[14] Hussein A. Abbass,et al. Mebra: multiobjective evolutionary-based risk assessment , 2009, IEEE Computational Intelligence Magazine.
[15] P. N. Suganthan,et al. Differential Evolution: A Survey of the State-of-the-Art , 2011, IEEE Transactions on Evolutionary Computation.
[16] Daniela Zaharie,et al. Influence of crossover on the behavior of Differential Evolution Algorithms , 2009, Appl. Soft Comput..
[17] Janez Brest,et al. Self-adaptive control parameters' randomization frequency and propagations in differential evolution , 2015, Swarm Evol. Comput..
[18] Gang Liu,et al. Self-adaptive differential evolution with global neighborhood search , 2017, Soft Comput..
[19] Janez Brest,et al. Self-Adapting Control Parameters in Differential Evolution: A Comparative Study on Numerical Benchmark Problems , 2006, IEEE Transactions on Evolutionary Computation.
[20] Xuefeng Yan,et al. An Immune Self-adaptive Differential Evolution Algorithm with Application to Estimate Kinetic Parameters for Homogeneous Mercury Oxidation , 2009 .
[21] S. Miruna Joe Amali,et al. Diversity Controlled Self Adaptive Differential Evolution based design of non-fragile multivariable PI controller , 2015, Eng. Appl. Artif. Intell..
[22] Laizhong Cui,et al. Adaptive differential evolution algorithm with novel mutation strategies in multiple sub-populations , 2016, Comput. Oper. Res..
[23] Jing J. Liang,et al. Novel composition test functions for numerical global optimization , 2005, Proceedings 2005 IEEE Swarm Intelligence Symposium, 2005. SIS 2005..
[24] Jeng-Shyang Pan,et al. PaDE: An enhanced Differential Evolution algorithm with novel control parameter adaptation schemes for numerical optimization , 2019, Knowl. Based Syst..
[25] G. Jeyakumar C. Shanmugavelayutham. Convergence Analysis of Differential Evolution Variants on Unconstrained Global Optimization Functions , 2011 .
[26] Yang Tang,et al. Adaptive population tuning scheme for differential evolution , 2013, Inf. Sci..
[27] Adam P. Piotrowski,et al. Comparison of evolutionary computation techniques for noise injected neural network training to estimate longitudinal dispersion coefficients in rivers , 2012, Expert Syst. Appl..
[28] Haifeng Li,et al. Ensemble of differential evolution variants , 2018, Inf. Sci..
[29] R. Storn,et al. Differential Evolution: A Practical Approach to Global Optimization (Natural Computing Series) , 2005 .
[30] Qingfu Zhang,et al. Enhancing the search ability of differential evolution through orthogonal crossover , 2012, Inf. Sci..
[31] H. Abbass. The self-adaptive Pareto differential evolution algorithm , 2002, Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600).
[32] Arthur C. Sanderson,et al. JADE: Adaptive Differential Evolution With Optional External Archive , 2009, IEEE Transactions on Evolutionary Computation.
[33] Janez Brest,et al. Constrained Real-Parameter Optimization with ε -Self-Adaptive Differential Evolution , 2009 .
[34] Sha Wang,et al. DE-RCO: Rotating Crossover Operator With Multiangle Searching Strategy for Adaptive Differential Evolution , 2018, IEEE Access.
[35] Jason Sheng-Hong Tsai,et al. Improving Differential Evolution With a Successful-Parent-Selecting Framework , 2015, IEEE Transactions on Evolutionary Computation.
[36] Jason Teo,et al. Self-adaptive population sizing for a tune-free differential evolution , 2009, Soft Comput..
[37] Ruhul A. Sarker,et al. Self-adaptive differential evolution incorporating a heuristic mixing of operators , 2013, Comput. Optim. Appl..
[38] Fei Yu,et al. A multi-role based differential evolution , 2019, Swarm Evol. Comput..
[39] Ponnuthurai N. Suganthan,et al. Self-adaptive differential evolution with multi-trajectory search for large-scale optimization , 2011, Soft Comput..
[40] Dirk Helbing,et al. Saving Human Lives: What Complexity Science and Information Systems can Contribute , 2014, Journal of statistical physics.
[41] P. N. Suganthan,et al. Differential Evolution Algorithm With Strategy Adaptation for Global Numerical Optimization , 2009, IEEE Transactions on Evolutionary Computation.
[42] Alex S. Fukunaga,et al. Success-history based parameter adaptation for Differential Evolution , 2013, 2013 IEEE Congress on Evolutionary Computation.
[43] Ponnuthurai N. Suganthan,et al. Ensemble differential evolution algorithm for CEC2011 problems , 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).
[44] Theam Foo Ng,et al. Self-adaptive Ensemble Based Differential Evolution , 2018 .
[45] Xiaodong Li,et al. Solving Rotated Multi-objective Optimization Problems Using Differential Evolution , 2004, Australian Conference on Artificial Intelligence.
[46] Alex Fukunaga,et al. Reviewing and Benchmarking Parameter Control Methods in Differential Evolution , 2020, IEEE Transactions on Cybernetics.
[47] Ponnuthurai N. Suganthan,et al. Recent advances in differential evolution - An updated survey , 2016, Swarm Evol. Comput..
[48] Iztok Fister,et al. Artificial neural network regression as a local search heuristic for ensemble strategies in differential evolution , 2015, Nonlinear Dynamics.