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Complexity in Numerical Optimization

Pardalos, Panos M. [Editor]

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ISBN 10: 9810214154 / ISBN 13: 9789810214159
Published by World Scientific Pub Co Inc, 1993
Used Condition: Used: Very Good Hardcover
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Hardcover. Unmarked. Jacket has light shelf wear; no tears. Book has very mild reading/shelf wear. Binding solid and square, corners sharp. Bookseller Inventory # 1210090068

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Bibliographic Details

Title: Complexity in Numerical Optimization

Publisher: World Scientific Pub Co Inc

Publication Date: 1993

Binding: Hardcover

Book Condition:Used: Very Good

About this title

Synopsis:

Computational complexity, originated from the interactions between computer science and numerical optimization, is one of the major theories that have revolutionized the approach to solving optimization problems and to analyzing their intrinsic difficulty.The main focus of complexity is the study of whether existing algorithms are efficient for the solution of problems, and which problems are likely to be tractable.The quest for developing efficient algorithms leads also to elegant general approaches for solving optimization problems, and reveals surprising connections among problems and their solutions.This book is a collection of articles on recent complexity developments in numerical optimization. The topics covered include complexity of approximation algorithms, new polynomial time algorithms for convex quadratic minimization, interior point algorithms, complexity issues regarding test generation of NP-hard problems, complexity of scheduling problems, min-max, fractional combinatorial optimization, fixed point computations and network flow problems.The collection of articles provide a broad spectrum of the direction in which research is going and help to elucidate the nature of computational complexity in optimization. The book will be a valuable source of information to faculty, students and researchers in numerical optimization and related areas.

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