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
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;
Conference_Titel :
Control of Oscillations and Chaos, 1997. Proceedings., 1997 1st International Conference
Conference_Location :
St. Petersburg
Print_ISBN :
0-7803-4247-X
DOI :
10.1109/COC.1997.631339