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Methods of nonconvex analysis : lectures given at the 1ste session of the Centro Internazionale Matematico Estivo (C.I.M.E.) held at Varenna, Italy, June, 15-23, 1989
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ISBN: 3540531203 0387531203 3540467157 9783540531203 Year: 1990 Volume: 1446 Publisher: Berlin New York Tokyo Springer

Convex Analysis
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ISBN: 0691015864 9780691015866 1400873177 9781400873173 0691080690 9780691080697 Year: 2015 Volume: 28 Publisher: Princeton, NJ : Princeton University Press,

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Abstract

Available for the first time in paperback, R. Tyrrell Rockafellar's classic study presents readers with a coherent branch of nonlinear mathematical analysis that is especially suited to the study of optimization problems. Rockafellar's theory differs from classical analysis in that differentiability assumptions are replaced by convexity assumptions. The topics treated in this volume include: systems of inequalities, the minimum or maximum of a convex function over a convex set, Lagrange multipliers, minimax theorems and duality, as well as basic results about the structure of convex sets and the continuity and differentiability of convex functions and saddle- functions. This book has firmly established a new and vital area not only for pure mathematics but also for applications to economics and engineering. A sound knowledge of linear algebra and introductory real analysis should provide readers with sufficient background for this book. There is also a guide for the reader who may be using the book as an introduction, indicating which parts are essential and which may be skipped on a first reading.

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