A particle swarm optimization algorithm for mixed-variable optimization problems

[1]  Yaochu Jin,et al.  A social learning particle swarm optimization algorithm for scalable optimization , 2015, Inf. Sci..

[2]  E. Sandgren,et al.  Nonlinear Integer and Discrete Programming in Mechanical Design Optimization , 1990 .

[3]  Ponnuthurai N. Suganthan,et al.  Optimal reactive power dispatch with uncertainties in load demand and renewable energy sources adopting scenario-based approach , 2019, Appl. Soft Comput..

[4]  Chunguang Zhou,et al.  Particle swarm optimization for traveling salesman problem , 2003, Proceedings of the 2003 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.03EX693).

[5]  Ponnuthurai N. Suganthan,et al.  An efficient Differential Evolution algorithm for stochastic OPF based active-reactive power dispatch problem considering renewable generators , 2019, Appl. Soft Comput..

[6]  Jun Zhang,et al.  A Novel Set-Based Particle Swarm Optimization Method for Discrete Optimization Problems , 2010, IEEE Transactions on Evolutionary Computation.

[7]  Xiao-Liang Shen,et al.  A hybrid particle swarm optimization algorithm using adaptive learning strategy , 2018, Inf. Sci..

[8]  Jun Zhang,et al.  An Adaptive Estimation of Distribution Algorithm for Multipolicy Insurance Investment Planning , 2019, IEEE Transactions on Evolutionary Computation.

[9]  Yixuan Li,et al.  An ensemble learning based prediction strategy for dynamic multi-objective optimization , 2020, Appl. Soft Comput..

[10]  Singiresu S Rao,et al.  A Hybrid Genetic Algorithm for Mixed-Discrete Design Optimization , 2005 .

[11]  D. Y. Sha,et al.  A hybrid particle swarm optimization for job shop scheduling problem , 2006, Comput. Ind. Eng..

[12]  Jing J. Liang,et al.  Comprehensive learning particle swarm optimizer for global optimization of multimodal functions , 2006, IEEE Transactions on Evolutionary Computation.

[13]  Guohua Wu,et al.  Ensemble strategies for population-based optimization algorithms - A survey , 2019, Swarm Evol. Comput..

[14]  Qingfu Zhang,et al.  An Estimation of Distribution Algorithm With Cheap and Expensive Local Search Methods , 2015, IEEE Transactions on Evolutionary Computation.

[15]  Witold Pedrycz,et al.  Hybrid optimization with improved tabu search , 2011, Appl. Soft Comput..

[16]  Russell C. Eberhart,et al.  A discrete binary version of the particle swarm algorithm , 1997, 1997 IEEE International Conference on Systems, Man, and Cybernetics. Computational Cybernetics and Simulation.

[17]  Lei Gao,et al.  Comprehensive Learning Particle Swarm Optimizer for Constrained Mixed-Variable Optimization Problems , 2010, Int. J. Comput. Intell. Syst..

[18]  Patrick Siarry,et al.  Particle swarm and ant colony algorithms hybridized for improved continuous optimization , 2007, Appl. Math. Comput..

[19]  Chia-Feng Juang,et al.  A hybrid of genetic algorithm and particle swarm optimization for recurrent network design , 2004, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[20]  Xiao-Liang Shen,et al.  An adaptive weight vector guided evolutionary algorithm for preference-based multi-objective optimization , 2019, Swarm Evol. Comput..

[21]  J. Carrasco,et al.  Recent Trends in the Use of Statistical Tests for Comparing Swarm and Evolutionary Computing Algorithms: Practical Guidelines and a Critical Review , 2020, Swarm Evol. Comput..

[22]  Russell C. Eberhart,et al.  A new optimizer using particle swarm theory , 1995, MHS'95. Proceedings of the Sixth International Symposium on Micro Machine and Human Science.

[23]  R. Eberhart,et al.  Fuzzy adaptive particle swarm optimization , 2001, Proceedings of the 2001 Congress on Evolutionary Computation (IEEE Cat. No.01TH8546).

[24]  Wei Pang,et al.  Modified particle swarm optimization based on space transformation for solving traveling salesman problem , 2004, Proceedings of 2004 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.04EX826).

[25]  Ponnuthurai N. Suganthan,et al.  Population topologies for particle swarm optimization and differential evolution , 2017, Swarm Evol. Comput..

[26]  Feng Wang,et al.  An Estimation of Distribution Algorithm for Mixed-Variable Newsvendor Problems , 2020, IEEE Transactions on Evolutionary Computation.

[27]  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..

[28]  Luca Maria Gambardella,et al.  Ant colony system: a cooperative learning approach to the traveling salesman problem , 1997, IEEE Trans. Evol. Comput..

[29]  Imtiaz Ahmad,et al.  Particle swarm optimization for task assignment problem , 2002, Microprocess. Microsystems.

[30]  Jun Zhang,et al.  A Set-Based Discrete Differential Evolution Algorithm , 2013, 2013 IEEE International Conference on Systems, Man, and Cybernetics.

[31]  Yue Shi,et al.  A modified particle swarm optimizer , 1998, 1998 IEEE International Conference on Evolutionary Computation Proceedings. IEEE World Congress on Computational Intelligence (Cat. No.98TH8360).

[32]  Ivan Zelinka,et al.  MIXED INTEGER-DISCRETE-CONTINUOUS OPTIMIZATION BY DIFFERENTIAL EVOLUTION Part 2 : a practical example , 1999 .

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

[34]  Qingfu Zhang,et al.  A new learning-based adaptive multi-objective evolutionary algorithm , 2019, Swarm Evol. Comput..

[35]  J. Kennedy,et al.  Population structure and particle swarm performance , 2002, Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600).

[36]  Swagatam Das,et al.  Performance assessment of the metaheuristic optimization algorithms: an exhaustive review , 2020, Artif. Intell. Rev..

[37]  José Neves,et al.  The fully informed particle swarm: simpler, maybe better , 2004, IEEE Transactions on Evolutionary Computation.

[38]  Yu Liu,et al.  A hybrid differential evolution algorithm for mixed-variable optimization problems , 2018, Inf. Sci..

[39]  Xuesong Yan,et al.  Multimodal optimization problem in contamination source determination of water supply networks , 2017, Swarm Evol. Comput..

[40]  Saman K. Halgamuge,et al.  Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients , 2004, IEEE Transactions on Evolutionary Computation.

[41]  José Rui Figueira,et al.  A Real-Integer-Discrete-Coded Differential Evolution Algorithm: A Preliminary Study , 2010, EvoCOP.

[42]  Jing J. Liang,et al.  Dynamic multi-swarm particle swarm optimizer with local search , 2005, 2005 IEEE Congress on Evolutionary Computation.

[43]  Thomas Stützle,et al.  Ant Colony Optimization for Mixed-Variable Optimization Problems , 2014, IEEE Transactions on Evolutionary Computation.