Linear and nonlinear programming
Author(s)
Bibliographic Information
Linear and nonlinear programming
（International series in operations research & management science, 116）
Springer, c2008
3rd ed
- : pbk
Available at / 26 libraries
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Research Institute for Economics & Business Administration (RIEB) Library , Kobe University図書
: pbk519-4081201400191
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Note
Includes bibliographical references and index
Description and Table of Contents
Description
This third edition of the classic textbook in Optimization has been fully revised and updated. It comprehensively covers modern theoretical insights in this crucial computing area, and will be required reading for analysts and operations researchers in a variety of fields. The book connects the purely analytical character of an optimization problem, and the behavior of algorithms used to solve it. Now, the third edition has been completely updated with recent Optimization Methods. The book also has a new co-author, Yinyu Ye of California's Stanford University, who has written lots of extra material including some on Interior Point Methods.
Table of Contents
Linear Programming.- Basic Properties of Linear Programs.- The Simplex Method.- Duality.- Interior-Point Methods.- Transportation and Network Flow Problems.- Unconstrained Problems.- Basic Properties of Solutions and Algorithms.- Basic Descent Methods.- Conjugate Direction Methods.- Quasi-Newton Methods.- Constrained Minimization.- Constrained Minimization Conditions.- Primal Methods.- Penalty and Barrier Methods.- Dual and Cutting Plane Methods.- Primal-Dual Methods.
by "Nielsen BookData"