Accelerated high-dimensional global optimization: a particle swarm optimizer incorporating homogeneous learning and autophagy mechanisms

DOI10.1016/J.INS.2023.119573OpenAlexW4386024777MaRDI QIDQ6052686

Wenyuan Fu

Publication date: 22 September 2023

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2023.119573

zbMATH Keywords

convergence speedparticle swarm optimizationpremature convergencehigh-dimensional global optimizationhomogeneous learning concept

Mathematics Subject Classification ID

Nonconvex programming, global optimization (90C26) Approximation methods and heuristics in mathematical programming (90C59)

Cites Work

• A social learning particle swarm optimization algorithm for scalable optimization
• Large scale evolutionary optimization using cooperative coevolution
• A PSO-based timing-driven octilinear Steiner tree algorithm for VLSI routing considering bend reduction

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