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Name:Linear and Nonlinear Optimization 2E~tqw~_darksiderg

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INFO
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Title................: Linear and Nonlinear Optimization 2E
Type.................: Ebook
Reader...............: PDF Reader
Size.................: 3.33 MB
Torrent Hash.........: 6D05C031C18518895B9ACD6EDAFE611677A7E8B2
Posted by............: ~tqw~

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CONTENTS
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Linear and Nonlinear Optimization 2E~tqw~_darksiderg preview 0
Synopsis:
"This book introduces the applications, theory, and algorithms of linear and
nonlinear optimization, with an emphasis on the practical aspects of the
material. Its unique modular structure provides flexibility to accommodate
the varying needs of instructors, students, and practitioners with
different levels of sophistication in these topics. The succinct style of
this second edition is punctuated with numerous real-life examples and
exercises, and the authors include accessible explanations of topics that
are not often mentioned in textbooks, such as duality in nonlinear
optimization, primal-dual methods for nonlinear optimization, filter
methods, and applications such as support vector machines." Linear and
Nonlinear Optimization, Second Edition is primarily intended for use in
linear and nonlinear optimization courses for advanced undergraduate and
graduate students. It is also appropriate as a tutorial for researchers and
practitioners who need to understand the modern algorithms of linear and
nonlinear optimization to apply them to problems in science and engineering.

Table Of Contents:
I Basics 1
1 Optimization Models 3
2 Fundamentals of Optimization 43
3 Representation of Linear Constraints 77
II Linear Programming 95
4 Geometry of Linear Programming 97
5 The Simplex Method 125
6 Duality and Sensitivity 173
7 Enhancements of the Simplex Method 213
8 Network Problems 271
9 Computational Complexity of Linear Programming 301
10 Interior-Point Methods for Linear Programming 319
III Unconstrained Optimization 355
11 Basics of Unconstrained Optimization 357
12 Methods for Unconstrained Optimization 401
13 Low-Storage Methods for Unconstrained Problems 451
IV Nonlinear Optimization 481
14 Optimality Conditions for Constrained Problems 483
15 Feasible-Point Methods 549
16 Penalty and Barrier Methods 601
V Appendices 659
A Topics from Linear Algebra 661
B Other Fundamentals 691
C Software 703
Bibliography 707
Index 727

Product Details:
* ISBN: 0898716616
* ISBN-13: 9780898716610
* Format: Hardcover, 768pp
* Publisher: SIAM
* Pub. Date: February 2009
* Edition Description: New Edition
* Edition Number: 2

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Greetz Fellow UL'ers
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