عنوان

Linear and nonlinear programming /

شابک

3319188410

شابک

3319188429

شابک

9783319188416

شابک

9783319188423

شابک اشتباه

9783319188416

کد کشور

bnb

شماره

b623894

عنوان اصلي

Linear and nonlinear programming /

نام عام مواد

[Book]

نام نخستين پديدآور

David G. Luenberger, Yinyu Ye.

وضعيت ويراست

Fourth edition.

نام خاص و کميت اثر

1 online resource (xiii, 546 pages) :

ساير جزييات

illustrations

عنوان فروست

International series in operations research & management science ;

مشخصه جلد

volume 228

متن يادداشت

Includes bibliographical references and index.

متن يادداشت

Introduction -- Part I Linear Programming -- Basic Properties of Linear Programs -- The Simplex Method -- Duality and Complementarity -- Interior-Point Methods -- Conic Linear Programming -- Part II Unconstrained Problems -- Basic Properties of Solutions and Algorithms -- Basic Descent Methods -- Conjugate Direction Methods -- Quasi-Newton Methods -- Part III Constrained Minimization -- Constrained Minimization Conditions -- Primal Methods -- Penalty and Barrier Methods -- Duality and Dual Methods -- Primal-Dual Methods -- Appendix A: Mathematical Review -- Appendix B: Convex Sets -- Appendix C: Gaussian Elimination -- Appendix D: Basic Network Concepts.

بدون عنوان

0

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.℗ℓ Again a connection between the purely analytical character of an optimization problem and the behavior of algorithms used to solve the problem.℗ℓ As in the earlier editions, the material in this fourth edition is organized into three separate parts.℗ℓ Part I is a self-contained introduction to linear programming covering numerical algorithms and many of its important special applications.℗ℓ 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.℗ℓ Part III extends the concepts developed in the second part to constrained optimization problems.℗ℓ 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. ℗ℓ New to this edition is a chapter devoted to Conic Linear Programming, a powerful generalization of Linear Programming.℗ℓ Indeed, many conic structures are possible and useful in a variety of applications.℗ℓ It must be recognized, however, that conic linear programming is an advanced topic, requiring special study.℗ℓ 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.℗ℓ 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.℗ℓ As in previous editions, end-of-chapter exercises appear for most chapters. ℗ℓ From the reviews of the Third Edition ℗ℓ ℓ́ℓℓ́Œ.this very well-written book is a classic textbook in Optimization.℗ℓ It should be present in the bookcase of each student, researcher, and specialist from the host of disciplines from which practical optimization applications are drawn.ℓ́ℓ℗ℓ (Jean-Jacques Strodiot, Zentralblatt℗ℓ MATH, Vol. 1207, 2011).

منبع سفارش / آدرس اشتراک

Springer Nature

شماره انبار

com.springer.onix. 9783319188423

شماره استاندارد بين المللي کتاب و موسيقي

9783319188416

موضوع مستند نشده

Linear programming.

موضوع مستند نشده

Nonlinear programming.

موضوع مستند نشده

Business & Economics-- Operations Research.

موضوع مستند نشده

Engineering: general.

موضوع مستند نشده

Linear programming.

موضوع مستند نشده

Mathematical modelling.

موضوع مستند نشده

Mathematics-- Applied.

موضوع مستند نشده

Nonlinear programming.

موضوع مستند نشده

Operational research.

موضوع مستند نشده

Technology & Engineering-- General.

موضوع مستند نشده

BUS049000

موضوع مستند نشده

KJMD

موضوع مستند نشده

KJMD

موضوع مستند نشده

KJT

موضوع مستند نشده

KJT

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Luenberger, David G.,1937-

مستند نام اشخاص تاييد نشده

Ye, Yinyu

تاريخ عمليات

20201221083012.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

کد کاربرگه

270410

تكميل شده

Y