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Optimization by GRASP
Language: en
Pages: 323
Authors: Mauricio G.C. Resende
Categories: Mathematics
Type: BOOK - Published: 2016-10-26 - Publisher: Springer

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This is the first book to cover GRASP (Greedy Randomized Adaptive Search Procedures), a metaheuristic that has enjoyed wide success in practice with a broad ran
Essays and Surveys in Metaheuristics
Language: en
Pages: 647
Authors: Celso C. Ribeiro
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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Finding exact solutions to many combinatorial optimization problems in busi ness, engineering, and science still poses a real challenge, despite the impact of r
Optimization Theory with Applications
Language: en
Pages: 644
Authors: Donald A. Pierre
Categories: Mathematics
Type: BOOK - Published: 2012-07-12 - Publisher: Courier Corporation

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Broad-spectrum approach to important topic. Explores the classic theory of minima and maxima, classical calculus of variations, simplex technique and linear pro
Accelerated Optimization for Machine Learning
Language: en
Pages: 286
Authors: Zhouchen Lin
Categories: Computers
Type: BOOK - Published: 2020-05-29 - Publisher: Springer Nature

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This book on optimization includes forewords by Michael I. Jordan, Zongben Xu and Zhi-Quan Luo. Machine learning relies heavily on optimization to solve problem
Combinatorial Optimization
Language: en
Pages: 530
Authors: Christos H. Papadimitriou
Categories: Mathematics
Type: BOOK - Published: 2013-04-26 - Publisher: Courier Corporation

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This graduate-level text considers the Soviet ellipsoid algorithm for linear programming; efficient algorithms for network flow, matching, spanning trees, and m
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