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Online Optimization of Large Scale Systems /

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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 gua...

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Bibliographic Details
Main Author: Grötschel, Martin
Corporate Author: SpringerLink (Online service)
Other Authors: Krumke, Sven O., Rambau, Jörg
Format: eBook
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2001.
Subjects:
Mathematics.
Computer science.
Mathematical optimization.
Engineering mathematics.
Operations research.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • I. Optimal Control for Ordinary Differential Equations
  • II. Optimal Control for Partial Differential Equations
  • III. Moving Horizon Methods in Chemical Engineering
  • IV. Delay Differential Equations in Medical Decision Support Systems
  • V. Stochastic Optimization in Chemical Engineering
  • VI. Stochastic Trajectory Planning in Robot Control
  • VII. Integer Stochastic Programming
  • VIII. Combinatorial Online Planning in Transportation
  • IX. Real-Time Annealing in Image Segmentation.