Invex Functions and Optimization: On Infinite Dimensional Spaces - Couverture souple

CHATTERJEE, SANDIP; Mukherjee, Rathindra Nath

 
9783330343870: Invex Functions and Optimization: On Infinite Dimensional Spaces

Synopsis

The theory of Optimization has been increasingly significant in the progress of science and technology for the past centuries. Convex optimization problems and some of their generalizations have become very popular since the last few decades due to some findings regarding the existence of global optimal solution of such problems. One of the most important generalizations of convex functions is the invex functions, proposed by M. A. Hanson and named by B. D. Craven in 1981.The introduction of invex functions has weakened the class of optimization problems for which every stationary point is a global optima. This work is an attempt to study optimization problems involving invex functions posed in an arbitrary Hilbert space and to further weaken the class of optimization problems for which every stationary point is a global optima and Kuhn-Tucker sufficiency holds.

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Présentation de l'éditeur

The theory of Optimization has been increasingly significant in the progress of science and technology for the past centuries. Convex optimization problems and some of their generalizations have become very popular since the last few decades due to some findings regarding the existence of global optimal solution of such problems. One of the most important generalizations of convex functions is the invex functions, proposed by M. A. Hanson and named by B. D. Craven in 1981.The introduction of invex functions has weakened the class of optimization problems for which every stationary point is a global optima. This work is an attempt to study optimization problems involving invex functions posed in an arbitrary Hilbert space and to further weaken the class of optimization problems for which every stationary point is a global optima and Kuhn-Tucker sufficiency holds.

Biographie de l'auteur

Dr. Sandip Chatterjee is an Assistant Professor in the Department of Mathematics, Heritage Institute of Technology, Kolkata, India. His research interest is in the mathematical theory of Optimization. Prof. R.N Mukherjee has retired as a Professor in the Department of Mathematics, University of Burdwan. He has around 120 research articles.

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