An Analysis of Control Parameter Importance in the Particle Swarm Optimization Algorithm
暂无分享,去创建一个
Andries Petrus Engelbrecht | Beatrice M. Ombuki-Berman | Kyle Robert Harrison | A. Engelbrecht | B. Ombuki-Berman
[1] Andries Petrus Engelbrecht,et al. Comparison of self-adaptive particle swarm optimizers , 2014, 2014 IEEE Symposium on Swarm Intelligence.
[2] Fernando J. Von Zuben,et al. Necessary and Sufficient Conditions for Surrogate Functions of Pareto Frontiers and Their Synthesis Using Gaussian Processes , 2017, IEEE Transactions on Evolutionary Computation.
[3] Kevin Leyton-Brown,et al. An Efficient Approach for Assessing Hyperparameter Importance , 2014, ICML.
[4] Narasimhan Sundararajan,et al. Self regulating particle swarm optimization algorithm , 2015, Inf. Sci..
[5] Riccardo Poli,et al. Particle swarm optimization , 1995, Swarm Intelligence.
[6] Ilya M. Sobol,et al. Sensitivity Estimates for Nonlinear Mathematical Models , 1993 .
[7] R. Eberhart,et al. Comparing inertia weights and constriction factors in particle swarm optimization , 2000, Proceedings of the 2000 Congress on Evolutionary Computation. CEC00 (Cat. No.00TH8512).
[8] M. Jiang,et al. Particle Swarm Optimization - Stochastic Trajectory Analysis and Parameter Selection , 2007 .
[9] Thomas Stützle,et al. F-Race and Iterated F-Race: An Overview , 2010, Experimental Methods for the Analysis of Optimization Algorithms.
[10] Andries Petrus Engelbrecht,et al. Particle swarm optimizer: The impact of unstable particles on performance , 2016, 2016 IEEE Symposium Series on Computational Intelligence (SSCI).
[11] Harold J. Kushner,et al. A New Method of Locating the Maximum Point of an Arbitrary Multipeak Curve in the Presence of Noise , 1964 .
[12] Andries Petrus Engelbrecht,et al. Particle swarm optimization: Velocity initialization , 2012, 2012 IEEE Congress on Evolutionary Computation.
[13] James Kennedy,et al. Defining a Standard for Particle Swarm Optimization , 2007, 2007 IEEE Swarm Intelligence Symposium.
[14] 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).
[15] Wei Zhang,et al. A parameter selection strategy for particle swarm optimization based on particle positions , 2014, Expert Syst. Appl..
[16] Gang Xu,et al. An adaptive parameter tuning of particle swarm optimization algorithm , 2013, Appl. Math. Comput..
[17] Andries Petrus Engelbrecht,et al. Particle swarm stability: a theoretical extension using the non-stagnate distribution assumption , 2018, Swarm Intelligence.
[18] Qunfeng Liu,et al. Order-2 Stability Analysis of Particle Swarm Optimization , 2015, Evolutionary Computation.
[19] Andries Petrus Engelbrecht,et al. The sad state of self-adaptive particle swarm optimizers , 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).
[20] Shiyuan Yang,et al. Stochastic convergence analysis and parameter selection of the standard particle swarm optimization algorithm , 2007, Inf. Process. Lett..
[21] Ioan Cristian Trelea,et al. The particle swarm optimization algorithm: convergence analysis and parameter selection , 2003, Inf. Process. Lett..
[22] Frans van den Bergh,et al. An analysis of particle swarm optimizers , 2002 .
[23] Saman K. Halgamuge,et al. Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients , 2004, IEEE Transactions on Evolutionary Computation.
[24] Zbigniew Michalewicz,et al. Impacts of Coefficients on Movement Patterns in the Particle Swarm Optimization Algorithm , 2017, IEEE Transactions on Evolutionary Computation.
[25] Andries Petrus Engelbrecht,et al. Optimal parameter regions and the time-dependence of control parameter values for the particle swarm optimization algorithm , 2018, Swarm Evol. Comput..
[26] Andries Petrus Engelbrecht,et al. Self-adaptive particle swarm optimization: a review and analysis of convergence , 2017, Swarm Intelligence.
[27] Michael N. Vrahatis,et al. Tuning PSO Parameters Through Sensitivity Analysis , 2002 .
[28] Andries Petrus Engelbrecht,et al. A study of particle swarm optimization particle trajectories , 2006, Inf. Sci..
[29] Holger H. Hoos,et al. Algorithm Configuration Landscapes: - More Benign Than Expected? , 2018, PPSN.
[30] Andries Petrus Engelbrecht,et al. Inertia weight control strategies for particle swarm optimization , 2016, Swarm Intelligence.
[31] Jun Zhang,et al. Adaptive Particle Swarm Optimization , 2008, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).
[32] J. Kennedy,et al. Population structure and particle swarm performance , 2002, Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600).