Summary
International Symposium on Nonlinear Theory and Its Applications
2022
Session Number:C4L-C
Session:
Number:C4L-C-03
A Tracking Performance Comparison of Different Particle Swarms Using Tolerance Update
Yoshikazu Yamanaka , Shoki Hirose , Katsutoshi Yoshida,
pp.535-535
Publication Date:12/12/2022
Online ISSN:2188-5079
Summary:
In some real optimization problems, the optimal solutions would be multiple and they can be changed depending on the time. Optimization algorithms to solve these problems require two abilities: finding the multiple optimal solutions in a single trial run, and tracking them while the optimal solutions are shifting. In this paper, we compared the tracking performance between our proposed optimizers based on dynamical systems with the tolerance update and consider which dynamical system is appropriated to track the optimal solutions.