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Online optimization of large scale systems

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Published by Springer in Berlin, London .
Written in English

Subjects:

  • Mathematical optimization

Book details:

Edition Notes

Includes bibliographical references.

StatementMartin Grotschel, Sven O. Krumke, Jorg Rambau, editors
The Physical Object
Paginationxii, 801 p.
Number of Pages801
ID Numbers
Open LibraryOL27078645M
ISBN 103642076335
ISBN 109783642076336
OCLC/WorldCa841845284

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Online Optimization of Large Scale Systems: State of the Art. Book Title:Online Optimization of Large Scale Systems: State of the Art. Whether costs are to be reduced, profits to be maximized, or scarce resources to be used wisely, optimization methods are available to . 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". This volume contains "background articles" and "research articles". Combinatorial Online Optimization in Real Time.- Online Optimization of Complex Transportation Systems.- Stowage and Transport Optimization in Ship Planning.- IX Real-Time Annealing in Image Segmentation.- Basic Principles of Annealing for Large Scale Non-Linear Optimization.- Multiscale Annealing and Robustness: Fast Heuristics for Large Scale. In its thousands of years of history, mathematics has made an extraordinary ca reer. It started from rules for bookkeeping and computation of areas to become the language of science. Its potential for decision support was fully recognized in the twentieth century only, vitally aided by the evolution of computing and communi cation technology.

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Decomposition methods aim to reduce large-scale problems to simpler problems. This monograph presents selected aspects of the dimension-reduction problem. Exact and approximate aggregations of multidimensional systems are developed and from a known model of input-output balance, aggregation methods are by: 8. Scheduled transportation networks give rise to very complex and large-scale networkoptimization problems requiring innovative solution techniques and ideas from mathematical optimization and theoretical computer science. Examples of scheduled . The book examines optimization in relation to systems identification; optimization of dynamic systems with particular application to process control; optimization of large scale and complex systems; optimization and information systems. Author Bios. Pierre Borne is Professor. Online Vehicle Routing: The Edge of Optimization in Large-Scale Applications Dimitris Bertsimas, Patrick Jaillet, S ebastien Martin Operations Research Center, Massachusetts Institute of Technology March Abstract With the emergence of ride-sharing companies that o er trans-portation on demand at a large scale and the increasing availability of.