Iterative Optimizers : Difficulty Measures and Benchmarks

Language: English

Published by Wiley Apr 2019, 2019

1786304090 / 9781786304094

Series: Book 6 of 10 - Computer Engineering

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Neuware - Almost every month, a new optimization algorithm is proposed, often accompanied by the claim that it is superior to all those that came before it. However, this claim is generally based on the algorithm's performance on a specific set of test cases, which are not necessarily representative of the types of problems the algorithm will face in real life. This book presents the theoretical analysis and practical methods (along with source codes) necessary to estimate the difficulty of problems in a test set, as well as to build bespoke test sets consisting of problems with varied difficulties. The book formally establishes a typology of optimization problems, from which a reliable test set can be deduced. At the same time, it highlights how classic test sets are skewed in favor of different classes of problems, and how, as a result, optimizers that have performed well on test problems may perform poorly in real life scenarios.

Seller Inventory # 9781786304094

Title
Iterative Optimizers : Difficulty Measures and Benchmarks
Author
Maurice Clerc
Publisher
Wiley Apr 2019
Publication year
2019
Condition
Neu
Binding
Buch
Language
English
ISBN 10
1786304090
ISBN 13
9781786304094
Item weight
408 grams
Dimensions
239x163x15 mm
Series
Book 6 of 10: Computer Engineering

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

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