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Science/Engineering Probability Theory of Classical Euclidean Optimization Problems

Posted on 2010-03-15




Name:Science/Engineering Probability Theory of Classical Euclidean Optimization Problems
ASIN/ISBN:3540636668
Language:English
File size:1.4 Mb
Publish Date: 1998-06
ISBN: 3540636668
Pages: 152 pages
File Size: 1,4 MB
Other Info: Springer; Djvu
   Science/Engineering Probability Theory of Classical Euclidean Optimization Problems

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Joseph Yukich, "Probability Theory of Classical Euclidean Optimization Problems"

This monograph describes the stochastic behavior of the solutions to the classic problems of Euclidean combinatorial optimization, computational geometry, and operations research. Using two-sided additivity and isoperimetry, it formulates general methods describing the total edge length of random graphs in Euclidean space. The approach furnishes strong laws of large numbers, large deviations, and rates of convergence for solutions to the random versions of various classic optimization problems, including the traveling salesman, minimal spanning tree, minimal matching, minimal triangulation, two-factor, and k-median problems. Essentially self-contained, this monograph may be read by probabilists, combinatorialists, graph theorists, and theoretical computer scientists.

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