An improved particle swarm optimization based on lévy flight and simulated annealing for high dimensional optimization problem

• Main Authors: Basath, Samar Salem, Ismail, Amelia Ritahani, Alwan, Ali Amer, Amir Hussin, Amir 'Aatieff
• 格式: Article
• 语言: English; English
• 出版: Universitas Ahmad Dahlan 2022
• 主题: QA75 Electronic computers. Computer science
• 在线阅读: http://irep.iium.edu.my/98893/7/98893_An%20improved%20particle%20swarm%20optimization.pdf; http://irep.iium.edu.my/98893/8/98893_An%20improved%20particle%20swarm%20optimization_Scopus.pdf; http://irep.iium.edu.my/98893/

Particle swarm optimization (PSO) is a simple metaheuristic method to implement with robust performance. PSO is regarded as one of the numerous researchers' most well-studied algorithms. However, two of its most fundamental problems remain unresolved. PSO converges onto the local optimum for hi...