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A Subspace-Based Method for PSO Initialization
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由 ET van Zyl 著作2015被引用 18 次 — The initialization strategy encourages the swarm to focus on exploitation rather than exploration, thereby allowing it to find fairly good solutions, even in ...
有關 A Subspace-Based Method for PSO Initialization. 的學術文章 | |
A subspace-based method for PSO initialization - Van Zyl - 18 個引述 … of population initialization techniques using PSO … - Pervaiz - 27 個引述 … active subspace-based efficient multifidelity materials … - Khatamsaz - 32 個引述 | |
A Subspace-Based Method for PSO Initialization
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The section provides an explanation of the basic PSO algorithm in Subsection A. The remaining sections describe each of the initialization strategies against ...
A Subspace-Based Method for PSO Initialization.
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Bibliographic details on A Subspace-Based Method for PSO Initialization.
Space-based initialization strategy for particle swarm ...
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To address this problem, we present a novel initialization strategy, namely Space-based Initialization Strategy (SIS), to help PSO avoid local optima. We embed ...
Comparison study of the combination of the SPSA ...
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由 B Ngansop 著作2022 — [23] E. T. van Zyl and A. P. Engelbrecht, “A subspace-based method for pso initialization,” 2015 IEEE Symposium Series on Computational.
Comparison study of the combination of the SPSA ...
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2024年9月8日 — Both approaches are shown to significantly improve the performance of PSO over a wide range of non-linear functions, especially if SPSA and PSO ...
Movement patterns of a particle swarm in high dimensional ...
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由 ET Oldewage 著作2020被引用 29 次 — In high dimensional problem spaces, particle swarm optimization (PSO) is prone to unwanted roaming behaviour due to initial velocity explosion.
Comparative Research Directions of Population ...
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In PSO, the initialization of a swarm is usually done by pseudorandom numbers with the uniform distribution in search space. One issue with pseudorandom numbers ...
Elre Oldewage
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A subspace-based method for PSO initialization. ET Van Zyl, AP Engelbrecht. 2015 IEEE Symposium Series on Computational Intelligence, 226-233, 2015. 17, 2015.
Initializing the Particle Swarm Optimizer Using the Nonlinear ...
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The Nonlinear Simplex Method is used to initialize the swarm of the Particle Swarm technique, implying that better convergence rates and success rates can ...