An introduction to nonlinear optimization theory / Marius Durea, Radu Strugariu

Auteur: Durea, Marius (1975-) - AuteurCo-auteur: Strugariu, Radu (1978-) - AuteurType de document: Livre numériqueLangue: anglaisÉditeur: Berlin : De Gruyter Open, 2014 ISBN: 9783110426045 Note: Publisher’s description: The goal of this book is to present the main ideas and techniques in the field of continuous smooth and nonsmooth optimization. Starting with the case of differentiable data and the classical results on constrained optimization problems, and continuing with the topic of nonsmooth objects involved in optimization theory, the book concentrates on both theoretical and practical aspects of this field. This book prepares those who are engaged in research by giving repeated insights into ideas that are subsequently dealt with and illustrated in detail. Sujets MSC: 90-01 Operations research, mathematical programming -- Instructional exposition (textbooks, tutorial papers, etc.)
90C30 Operations research, mathematical programming -- Mathematical programming -- Nonlinear programming
90C56 Operations research, mathematical programming -- Mathematical programming -- Derivative-free methods and methods using generalized derivatives
49J52 Calculus of variations and optimal control; optimization -- Existence theories -- Nonsmooth analysis
En-ligne: de Gruyter open

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Publisher’s description: The goal of this book is to present the main ideas and techniques in the field of continuous smooth and nonsmooth optimization. Starting with the case of differentiable data and the classical results on constrained optimization problems, and continuing with the topic of nonsmooth objects involved in optimization theory, the book concentrates on both theoretical and practical aspects of this field. This book prepares those who are engaged in research by giving repeated insights into ideas that are subsequently dealt with and illustrated in detail.

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