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Linear and Nonlinear Programming (International Series in Operations Research & Management Science Book 228) by David G. Luenberger & Yinyu Ye is a nonfiction available to read on EtoBox.

What is Linear and Nonlinear Programming (International Series in Operations Research & Management Science Book 228) about?

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. One major insight is the connection between the purely analytical character of an optimization problem and the behavior of algorithms used to solve a problem. This was a major theme of the first edition of this book and the fourth edition expands and further illustrates this relationship. 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. The presentation in this part is fairly conventional, covering the main elements of the underlying theory of linear programming, many of the most effective 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. This part of the book explores the general properties of algorithms and defines various notions of convergence. Part III extends the concepts developed in the seco

Who reads Linear and Nonlinear Programming (International Series in Operations Research & Management Science Book 228)?

Author

David G. Luenberger & Yinyu Ye

Publisher

Springer International Publishing, Cham

Published

2015

Language

EN

ISBN

9783319188416

Category

nonfiction

Subjects

Business, Programming, Computer Science