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Robust Optimization (Hardcover, New) Loot Price: R3,355
Discovery Miles 33 550
Robust Optimization (Hardcover, New): Aharon Ben-Tal, Laurent El Ghaoui, Arkadi Nemirovski

Robust Optimization (Hardcover, New)

Aharon Ben-Tal, Laurent El Ghaoui, Arkadi Nemirovski

Series: Princeton Series in Applied Mathematics

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Loot Price R3,355 Discovery Miles 33 550 | Repayment Terms: R314 pm x 12*

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Robust optimization is still a relatively new approach to optimization problems affected by uncertainty, but it has already proved so useful in real applications that it is difficult to tackle such problems today without considering this powerful methodology. Written by the principal developers of robust optimization, and describing the main achievements of a decade of research, this is the first book to provide a comprehensive and up-to-date account of the subject.

Robust optimization is designed to meet some major challenges associated with uncertainty-affected optimization problems: to operate under lack of full information on the nature of uncertainty; to model the problem in a form that can be solved efficiently; and to provide guarantees about the performance of the solution.

The book starts with a relatively simple treatment of uncertain linear programming, proceeding with a deep analysis of the interconnections between the construction of appropriate uncertainty sets and the classical chance constraints (probabilistic) approach. It then develops the robust optimization theory for uncertain conic quadratic and semidefinite optimization problems and dynamic (multistage) problems. The theory is supported by numerous examples and computational illustrations.

An essential book for anyone working on optimization and decision making under uncertainty, "Robust Optimization" also makes an ideal graduate textbook on the subject.

General

Imprint: Princeton University Press
Country of origin: United States
Series: Princeton Series in Applied Mathematics
Release date: August 2009
First published: 2009
Authors: Aharon Ben-Tal • Laurent El Ghaoui • Arkadi Nemirovski
Dimensions: 254 x 178 x 36mm (L x W x T)
Format: Hardcover - Trade binding
Pages: 576
Edition: New
ISBN-13: 978-0-691-14368-2
Categories: Books > Science & Mathematics > Mathematics > Optimization > Linear programming
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LSN: 0-691-14368-4
Barcode: 9780691143682

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