Discrete Convex Analysis

Discrete Convex Analysis
Author :
Publisher : SIAM
Total Pages : 411
Release :
ISBN-10 : 0898718503
ISBN-13 : 9780898718508
Rating : 4/5 (508 Downloads)

Book Synopsis Discrete Convex Analysis by : Kazuo Murota

Download or read book Discrete Convex Analysis written by Kazuo Murota and published by SIAM. This book was released on 2003-01-01 with total page 411 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discrete Convex Analysis is a novel paradigm for discrete optimization that combines the ideas in continuous optimization (convex analysis) and combinatorial optimization (matroid/submodular function theory) to establish a unified theoretical framework for nonlinear discrete optimization. The study of this theory is expanding with the development of efficient algorithms and applications to a number of diverse disciplines like matrix theory, operations research, and economics. This self-contained book is designed to provide a novel insight into optimization on discrete structures and should reveal unexpected links among different disciplines. It is the first and only English-language monograph on the theory and applications of discrete convex analysis.


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