A Particle Swarm Optimization Algorithm and its Application in Hydrodynamic Equations
Jian Hui Zhou, Shu Zhong Zhao, Li Xi Yue, Yan Nan Lu, Xin Yi Si · Advanced materials research · 2012
In fluid mechanics, how to solve multiple solutions in ordinary differential equations is always a concerned and difficult problem. A particle swarm optimization algorithm combining with the direct search method (DSPO) is proposed for solving the parameter estimation problems of the multiple solutions in fluid mechanics. This algorithm has improved greatly in precision and the success rate. In this paper, multiple solutions can be found through changing accuracy and search coverage and multi-iterations of computer. Parameter estimation problems of the multiple solutions of ordinary differential equations are calculated, and the result has great accuracy and this method is practical.