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Multiscale Optimization Methods and Applications

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Description

As optimization researchers tackle larger and larger problems, scale interactions play an increasingly important role. One general strategy for dealing with a large or difficult problem is to partition it into smaller ones, which are hopefully much easier to solve, and then work backwards towards the solution of original problem, using a solution from a previous level as a starting guess at the next level. This volume contains 22 chapters highlighting some recent research. The topics of the chapters selected for this volume are focused on the development of new solution methodologies, including general multilevel solution techniques, for tackling difficult, large-scale optimization problems that arise in science and industry. Applications presented in the book include but are not limited to the circuit placement problem in VLSI design, a wireless sensor location problem, optimal dosages in the treatment of cancer by radiation therapy, and facility location.
Release date NZ
December 9th, 2005
Audiences
  • Postgraduate, Research & Scholarly
  • Professional & Vocational
Contributors
  • Edited by Oleg A Prokopyev
  • Edited by Panos M. Pardalos
  • Edited by Shu-Jen Huang
  • Edited by William W. Hager
Illustrations
XVII, 407 p.
Pages
407
Dimensions
156x234x23
ISBN-13
9780387295497
Product ID
5268677

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