Title :
Global optimization method using chaos of discrete inertial gradient dynamics
Author :
Masuda, Kohji ; Aiyoshi, E.
Author_Institution :
Fac. of Sci. & Technol., Keio Univ., Yokohama, Japan
Abstract :
In this paper, the optimization method based on "the chaotic annealing" applied to the trajectories generated in the discrete model of the inertial gradient dynamics is proposed. The new inertial gradient model is superior in: the easiness in the initial state configuration, and the assurance of the convergence to local optima. The efficiency is demonstrated through numerical simulations.
Keywords :
chaos; gradient methods; optimisation; chaotic annealing; discrete inertial gradient dynamics; global optimization method; initial state configuration; local optima;
Conference_Titel :
SICE 2003 Annual Conference
Conference_Location :
Fukui, Japan
Print_ISBN :
0-7803-8352-4