A new meta-heuristic algorithm: vibrating particles system

Authors

Centre of Excellence for Fundamental Studies in Structural Engineering, Iran University of Science and Technology, Narmak, Tehran, P.O. Box 16846-13114, Iran

Abstract

In this paper, a new meta-heuristic algorithm based on free vibration of single degree of freedom systems with viscous damping is introduced and it is called vibrating particles system (VPS). The solution candidates are considered as particles that gradually approach to their equilibrium positions. Equilibrium positions are achieved from current population and historically best position in order to have a proper balance between diversification and intensification. To evaluate the performance of the proposed method, it is applied for sizing optimization of four skeletal structures including trusses and frames. Results show that the proposed algorithm is a robust and reliable method.

Keywords


Volume 24, Issue 2 - Serial Number 2
Transactions on Civil Engineering (A)
March and April 2017
Pages 551-566
  • Receive Date: 29 October 2016
  • Revise Date: 22 December 2024
  • Accept Date: 09 July 2017