Curve search method for constrained global optimization

K. Masuda, E. Aiyoshi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this paper, we propose a revised method of "line search" for optimization problems with nonlinear constraints "curve search" method. The discrete dynamical system based on a nonlinearly constrained gradient dynamics let us search along with a curve, which can implement diverse search without invading the original constraints. We also propose an algorithm which applies the curve search to global optimization. The performance of our proposing method is examined through some simulation results.

Original languageEnglish
Title of host publicationMidwest Symposium on Circuits and Systems
Volume1
Publication statusPublished - 2004
EventThe 2004 47th Midwest Symposium on Circuits and Systems - Conference Proceedings - Hiroshima, Japan
Duration: 2004 Jul 252004 Jul 28

Other

OtherThe 2004 47th Midwest Symposium on Circuits and Systems - Conference Proceedings
CountryJapan
CityHiroshima
Period04/7/2504/7/28

Fingerprint

Constrained optimization
Global optimization
Dynamical systems

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Electronic, Optical and Magnetic Materials

Cite this

Masuda, K., & Aiyoshi, E. (2004). Curve search method for constrained global optimization. In Midwest Symposium on Circuits and Systems (Vol. 1)

Curve search method for constrained global optimization. / Masuda, K.; Aiyoshi, E.

Midwest Symposium on Circuits and Systems. Vol. 1 2004.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Masuda, K & Aiyoshi, E 2004, Curve search method for constrained global optimization. in Midwest Symposium on Circuits and Systems. vol. 1, The 2004 47th Midwest Symposium on Circuits and Systems - Conference Proceedings, Hiroshima, Japan, 04/7/25.
Masuda K, Aiyoshi E. Curve search method for constrained global optimization. In Midwest Symposium on Circuits and Systems. Vol. 1. 2004
Masuda, K. ; Aiyoshi, E. / Curve search method for constrained global optimization. Midwest Symposium on Circuits and Systems. Vol. 1 2004.
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