Abstract
A new approach called the global optimization method for the unconstrained nonlinear optimization problem is presented. This method has chaos introduced into its system and is based on the dissipative system where the inertia term and nonlinear damping term are added to the conventional gradient method. Generation of chaos can be controlled by adjusting the characteristics of the nonlinear damping term. Overriding the energy function barrier between the local minima has the process converging to the global optimal solution.
| Original language | English |
|---|---|
| Pages (from-to) | 64-75 |
| Number of pages | 12 |
| Journal | Electronics and Communications in Japan, Part III: Fundamental Electronic Science (English translation of Denshi Tsushin Gakkai Ronbunshi) |
| Volume | 78 |
| Issue number | 1 |
| Publication status | Published - 1995 Jan |
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ASJC Scopus subject areas
- Electrical and Electronic Engineering
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Global optimization method using chaos in dissipative system. / Fujita, Tokumitu; Yasuda, Keiichiro; Yokoyama, Ryuichi.
In: Electronics and Communications in Japan, Part III: Fundamental Electronic Science (English translation of Denshi Tsushin Gakkai Ronbunshi), Vol. 78, No. 1, 01.1995, p. 64-75.Research output: Contribution to journal › Article
}
TY - JOUR
T1 - Global optimization method using chaos in dissipative system
AU - Fujita, Tokumitu
AU - Yasuda, Keiichiro
AU - Yokoyama, Ryuichi
PY - 1995/1
Y1 - 1995/1
N2 - A new approach called the global optimization method for the unconstrained nonlinear optimization problem is presented. This method has chaos introduced into its system and is based on the dissipative system where the inertia term and nonlinear damping term are added to the conventional gradient method. Generation of chaos can be controlled by adjusting the characteristics of the nonlinear damping term. Overriding the energy function barrier between the local minima has the process converging to the global optimal solution.
AB - A new approach called the global optimization method for the unconstrained nonlinear optimization problem is presented. This method has chaos introduced into its system and is based on the dissipative system where the inertia term and nonlinear damping term are added to the conventional gradient method. Generation of chaos can be controlled by adjusting the characteristics of the nonlinear damping term. Overriding the energy function barrier between the local minima has the process converging to the global optimal solution.
UR - http://www.scopus.com/inward/record.url?scp=0029233761&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=0029233761&partnerID=8YFLogxK
M3 - Article
VL - 78
SP - 64
EP - 75
JO - Electronics and Communications in Japan, Part III: Fundamental Electronic Science (English translation of Denshi Tsushin Gakkai Ronbunshi)
JF - Electronics and Communications in Japan, Part III: Fundamental Electronic Science (English translation of Denshi Tsushin Gakkai Ronbunshi)
SN - 1042-0967
IS - 1
ER -