DocumentCode
416863
Title
Estimation of periodic points in chaos of discrete gradient models for global optimization
Author
Masuda, K. ; Aiyoshi, Eitaro
Author_Institution
Fac. of Sci. & Technol., Keio Univ., Yokohama, Japan
Volume
3
fYear
2003
fDate
4-6 Aug. 2003
Firstpage
3359
Abstract
Applied studies of global optimization methods using chaos such as "the chaotic annealing" are widely done, although any simple and automatic method for generating chaos in discrete dynamics is not discussed. In this paper, we propose the parameter estimation method for generating chaos based on formulating the optimization problem for finding a trajectory with odd periods. The efficiency of the proposed method is verified through numerical simulations.
Keywords
chaos; gradient methods; optimisation; parameter estimation; chaos generation; chaotic annealing; discrete dynamics; discrete gradient models; global optimization methods; parameter estimation method; periodic point estimation;
fLanguage
English
Publisher
ieee
Conference_Titel
SICE 2003 Annual Conference
Conference_Location
Fukui, Japan
Print_ISBN
0-7803-8352-4
Type
conf
Filename
1323928
Link To Document