DocumentCode
1834496
Title
Global optimization using chaotic multi-trajectory inertial system
Author
Shimizu, Kiyotaka ; Sugata, Hiroyuki ; Hagino, Takurou
Author_Institution
Fac. of Sci. & Technol., Keio Univ., Yokohama, Japan
Volume
4
fYear
1997
fDate
12-15 Oct 1997
Firstpage
3942
Abstract
The paper is concerned with a global optimization method using multi trajectory inertial system in which more than three searching trajectories run simultaneously from their individual initial points with mutual interactions of linear springs. The proposed model generates chaotic trajectories that result in an effectiveness for global optimization, because the so called chaotic wandering contributes to searching global optima. The usefulness of the model is demonstrated by simulation studies for various problems
Keywords
chaos; inertial navigation; inertial systems; position control; search problems; chaotic multi trajectory inertial system; chaotic trajectories; chaotic wandering; global optima searching; global optimization method; linear springs; mutual interactions; searching trajectories; simulation studies; Chaos; Convergence; Differential equations; Friction; Gradient methods; Optimization methods; Potential energy; Springs;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics, 1997. Computational Cybernetics and Simulation., 1997 IEEE International Conference on
Conference_Location
Orlando, FL
ISSN
1062-922X
Print_ISBN
0-7803-4053-1
Type
conf
DOI
10.1109/ICSMC.1997.633287
Filename
633287
Link To Document