DocumentCode
317358
Title
Global optimization via multi-trajectory inertial system and chaos
Author
Shimizu, Kiyotaka ; Sugata, Hiroyuki ; Hagino, Takurou
Author_Institution
Fac. of Sci. & Technol., Keio Univ., Yokohama, Japan
Volume
2
fYear
1997
fDate
27-29 Aug 1997
Firstpage
262
Abstract
The multi-trajectory inertial system is a new global optimization method where more than three searching trajectories by the inertial system run from their initial points simultaneously with mutual interactions among the trajectories. By the proposed model, we obtain chaotic trajectories that result in an effective method for global optimization. The trajectories are shown to be chaotic by use of the Lyapunov spectrum. The usefulness of the proposed method is demonstrated by simulation studies for various problems
Keywords
Jacobian matrices; chaos; minimisation; search problems; Lyapunov spectrum; chaos; chaotic trajectories; global optimization; multi-trajectory inertial system; searching trajectories; Chaos; Differential equations; Friction; Gradient methods; Optimization methods; Potential energy;
fLanguage
English
Publisher
ieee
Conference_Titel
Control of Oscillations and Chaos, 1997. Proceedings., 1997 1st International Conference
Conference_Location
St. Petersburg
Print_ISBN
0-7803-4247-X
Type
conf
DOI
10.1109/COC.1997.631339
Filename
631339
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