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【数値最適化】

Numerical Optimization. (Springer Ser. in Operations Research)　hardcover　XX, 636 S.

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価格 \21,939（税込）

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発行年月	1999年01月
出版社／提供元	Springer-Verlag New York
出版国	アメリカ合衆国
言語	英語
媒体	冊子
装丁	hardcover
ページ数／巻数	XX, 636 S.
ジャンル	洋書／理工学／数学／数学：概論
ISBN	9780387987934
商品コード	0209950905
本の性格	テキスト
商品URL	https://kw.maruzen.co.jp/ims/itemDetail.html?itmCd=0209950905

内容

Presents a description of the effective methods in continuousoptimization. Drawing on the authors' experiences in teaching,research, and consulting, each chapter in this book begins with basicconcepts, and proceeds to techniques. It is meant as a graduate text inengineering, operations research, mathematics, computer science, andbusiness.

Introduction * Fundamentals of Unconstrained Optimization * Line SearchMethods * Trust-Region Methods * Conjugate Gradient Methods * PracticalNewton Methods * Calculating Derivatives * Quasi-Newton Methods *Large-Scale Quasi-Newton and Partially Separable Optimization *Nonlinear Least-Squares Problems * Nonlinear Equations * Theory ofConstrained Optimization * Linear Programming: The Simplex Method *Linear Programming: Interior-Point Methods * Fundamentals of Algorithmsfor Nonlinear Constrained Optimization * Quadratic Programming *Penalty, Barrier, and Augmented Lagrangian Methods * SequentialQuadratic Programming * Background Material * References * Index.

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