عنوان

Linear and Nonlinear Programming /

شابک

3319188410

شابک

3319188429

شابک

9783319188416

شابک

9783319188423

شماره

b623896

عنوان اصلي

Linear and Nonlinear Programming /

نام عام مواد

[Book]

نام نخستين پديدآور

by David G. Luenberger, Yinyu Ye.

وضعيت ويراست

4th ed. 2016.

محل نشرو پخش و غیره

Cham :

نام ناشر، پخش کننده و غيره

Springer International Publishing,

تاریخ نشرو بخش و غیره

2016.

نام خاص و کميت اثر

1 online resource (XIII, 546 Seiten 90 Illustrationen) :

ساير جزييات

Online-Ressource

عنوان فروست

International Series in Operations Research & Management Science ;

مشخصه جلد

228

متن يادداشت

This new edition covers the central concepts of practical optimization techniques, with an emphasis on methods that are both state-of-the-art and popular. Again a connection between the purely analytical character of an optimization problem and the behavior of algorithms used to solve the problem. As in the earlier editions, the material in this fourth edition is organized into three separate parts. Part I is a self-contained introduction to linear programming covering numerical algorithms and many of its important special applications. Part II, which is independent of Part I, covers the theory of unconstrained optimization, including both derivations of the appropriate optimality conditions and an introduction to basic algorithms. Part III extends the concepts developed in the second part to constrained optimization problems. It is possible to go directly into Parts II and III omitting Part I, and, in fact, the book has been used in this way in many universities. New to this edition is a chapter devoted to Conic Linear Programming, a powerful generalization of Linear Programming. Indeed, many conic structures are possible and useful in a variety of applications. It must be recognized, however, that conic linear programming is an advanced topic, requiring special study. Other important and popular topics include (1) an accelerated steepest descent method that exhibits superior convergence properties and (2) the alternating direction method with multipliers (ADMM) that can be implemented distributionally. The proof of the convergence property for both standard and accelerated steepest descent methods are presented in Chapter 8, and the analysis of ADMM in Chapter 14 as a dual method. As in previous editions, end-of-chapter exercises appear for most chapters. From the reviews of the Third Edition " .this very well-written book is a classic textbook in Optimization. It should be present in the bookcase of each student, res.

موضوع مستند نشده

Economics.

موضوع مستند نشده

Engineering economy.

موضوع مستند نشده

Operations research.

موضوع مستند نشده

Economics.

موضوع مستند نشده

Engineering economy.

موضوع مستند نشده

Operations research.

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Luenberger, David G.

مستند نام اشخاص تاييد نشده

Ye, Yinyu.

تاريخ عمليات

20200617083012.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y