DOIONLINE

DOIONLINE NO - IJACSCC-IRAJ-DOIONLINE-20291

Publish In
International Journal of Advances in Computer Science and Cloud Computing (IJACSCC)-IJACSCC
Journal Home
Volume Issue
Issue
Volume-11,Issue-1  ( May, 2023 )
Paper Title
A Multimodal Improved Dynamic Particles Warm Optimization for Problems in Electromagnetic Devices
Author Name
Akarawatou Aab, Shah Fahad, Shoaib Ahmed Khan, Yang Shiyou, Rehan Ali Khan
Affilition
Pages
39-43
Abstract
A stochastic optimal search algorithm called particle swarm optimization was developed in response to observations of bird and fish flocks and schools. To support the diversity of the swarm and maintain the balance between exploitation and exploration searches, the suggested modified PSO algorithm is implemented with several specially built techniques of dynamically adaptively updating algorithm parameters. The suggested approaches assist the algorithm in strengthening its robustness and preventing premature convergence. Experiments are carried out on various complex, unimodal, and multimodal test functions specifically on the common engineering inverse TEAM Workshop problem 22. Keywords - Dynamic PSO, Low Convergence, Dynamic Inertia Weight, Electromagnetic Problems
  View Paper