Heterogeneous Cooperative Bare-Bones Particle Swarm Optimization with Jump for High-Dimensional Problems

• Published in: Electronics (Basel) Vol. 9; no. 9; p. 1539
• Main Authors: Lee, Joonwoo, Kim, Won
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.09.2020
• Subjects: Algorithms; Benchmarks; Cooperative learning; Global optimization; Normal distribution; Optimization techniques; Particle swarm optimization; Population; Standard deviation

This paper proposes a novel Bare-Bones Particle Swarm Optimization (BBPSO) algorithm for solving high-dimensional problems. BBPSO is a variant of Particle Swarm Optimization (PSO) and is based on a Gaussian distribution. The BBPSO algorithm does not consider the selection of controllable parameters...