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<図書>
Lagrange multiplier approach to variational problems and applications

責任表示 Kazufumi Ito, Karl Kunisch
シリーズ Advances in design and control / editor-in-chief, John A. Burns
データ種別 図書
出版情報 Philadelphia : Society for Industrial and Applied Mathematics , c2008
本文言語 英語
大きさ xviii, 341 p. ; 26 cm
概要 Ito (mathematics, North Carolina State U.) and Kunisch (mathematics, Technical U. of Graz, Austria) describe a multiplier theory that applies to the analysis of the general class of nonlinear variatio... problems. In this monograph they focus on the Lagrange multiplier theory, showing how it contributes to the development of numerical algorithms for problems posed in a function space setting. They fully describe infinite dimensional analysis, proper discretation, and the relationship between the two as they explain the existence of Lagrange multipliers, sensitivity analysis techniques, including Lipschitz continuity, first order augmented Lagrangians for equality and finite rank inequality constraints, augmented Lagrangian methods for non-smooth or convex optimization, Newton and sequential quadratic programming (SQP) methods, augmented Lagrangian-SQP methods, the primal-dual active set method, semismooth Newton methods, including applications, parabolic variational inequalities, and shape optimization. Annotation ©2008 Book News, Inc., Portland, OR (booknews.com) 続きを見る

所蔵情報


pbk. 理系図3F 数理独自 ITO,/18/1 2008
023212008008551

書誌詳細

一般注記 Includes bibliographical references (p. 327-338) and index
著者標目 *Ito, Kazufumi
Kunisch, K. (Karl), 1952-
件 名 LCSH:Linear complementarity problem
LCSH:Variational inequalities (Mathematics)
LCSH:Multipliers (Mathematical analysis)
LCSH:Lagrangian functions
LCSH:Mathematical optimization
分 類 LCC:QA402.5
DC22:519.3
書誌ID 1001240408
ISBN 9780898716498
NCID BA8770005X
巻冊次 pbk. ; ISBN:9780898716498
登録日 2009.09.18
更新日 2009.11.02