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Online Optimization of Large Scale Systems
Online Optimization of Large Scale Systems
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Online Optimization of Large Scale Systems

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Description

Whether costs are to be reduced, profits to be maximized, or scarce resources to be used wisely, optimization methods are available to guide decision making. In online optimization the main issue is incomplete data, and the scientific challenge: How well can an online algorithm perform? Can one guarantee solution quality, even without knowing all data in advance? In real-time optimization there is an additional requirement, decisions have to be computed very fast in relation to the time frame of the instance we consider. Online and real-time optimization problems occur in all branches of optimization. These areas have developed their own techniques but they are addressing the same issues: quality, stability, and robustness of the solutions. To fertilize this emerging topic of optimization theory and to foster cooperation between the different branches of optimization, the Deutsche Forschungsgemeinschaft (DFG) has supported a Priority Programme "Online Optimization of Large Systems".
Release date NZ
December 18th, 2010
Audience
  • Professional & Vocational
Contributors
  • Edited by Joerg Rambau
  • Edited by Martin Grotschel
  • Edited by Sven O. Krumke
Edition
Softcover reprint of hardcover 1st ed. 2001
Illustrations
XII, 804 p.
Pages
804
Dimensions
156x234x41
ISBN-13
9783642076336
Product ID
8938469

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