Behavioral analysis of the leader particle during stagnation in a particle swarm optimization algorithm

DOI10.1016/j.ins.2014.03.098zbMath1354.68237OpenAlexW2036618755MaRDI QIDQ506288

Swagatam Das, Sarthak Chatterjee, Sudipto Mukherjee, Debdipta Goswami

Publication date: 31 January 2017

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

Full work available at URL: https://doi.org/10.1016/j.ins.2014.03.098

zbMATH Keywords

stable regionparticle swarm optimizationgradient of the objective functionleader particlestagnation

Mathematics Subject Classification ID

Approximation methods and heuristics in mathematical programming (90C59) Problem solving in the context of artificial intelligence (heuristics, search strategies, etc.) (68T20)

Related Items

Foraging motion of swarms with leaders as Nash equilibria, Self regulating particle swarm optimization algorithm

Uses Software

• CEC 05

Cites Work

• Particle swarms and population diversity
• The particle swarm optimization algorithm: Convergence analysis and parameter selection
• A study of particle swarm optimization particle trajectories
• Evolutionary optimization as applied to inverse scattering problems