Teaching and peer-learning particle swarm optimization
A PSO algorithm's variant, abbreviated as TPLPSO, is proposed. Teaching and peer-learning framework is proposed to improve PSO's performance. Stagnation prevention strategy is proposed to mitigate the premature convergence. TPLPSO has higher searching accuracy and convergence speed during the optimization. Results show that TPLPSO outperforms other state-of-the-art PSO variants.
teaching and peer-learning particle swarm optimization (tplpso) teachinglearning-based optimization (tlbo) metaheuristic search global optimization