A New Approach to Global Optimization Using Ideas from Nonlinear Stability Theory

Shashikala, H and Sancheti, NK and Keerthi, SS (1992) A New Approach to Global Optimization Using Ideas from Nonlinear Stability Theory. In: IEEE International Symposium on Circuits and Systems, 1992. ISCAS '92. Proceedings., 1992, 3-6 May, San Diego,CA, Vol.6, 2817 -2820.

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Abstract

A new method for determing and connecting all the local minima and local maxima of a function on a compact manifold is given. The method is based on properties of stability regions associated with the equilibria of the gradient vector field. Applications of the method include global optimization and nonlinear equation solving.

Item Type:	Conference Paper
Publisher:	IEEE
Additional Information:	Copyright 1992 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE
Department/Centre:	Division of Electrical Sciences > Computer Science & Automation
Date Deposited:	25 Aug 2008
Last Modified:	19 Sep 2010 04:27
URI:	http://eprints.iisc.ac.in/id/eprint/7116

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