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
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;
Conference_Titel :
Systems, Man, and Cybernetics, 1997. Computational Cybernetics and Simulation., 1997 IEEE International Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-4053-1
DOI :
10.1109/ICSMC.1997.633287