Algorithm Portfolios

Name: Algorithm Portfolios
SKU: 34417308
Price: 188.00 NZD
Availability: InStock

Advances, Applications, and Challenges

By:

Format:

Paperback / softback

Series:

Springerbriefs in Optimization

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$188.00

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Description

This book covers algorithm portfolios, multi-method schemes that harness optimization algorithms into a joint framework to solve optimization problems. It is expected to be a primary reference point for researchers and doctoral students in relevant domains that seek a quick exposure to the field. The presentation focuses primarily on the applicability of the methods and the non-expert reader will find this book useful for starting designing and implementing algorithm portfolios. The book familiarizes the reader with algorithm portfolios through current advances, applications, and open problems. Fundamental issues in building effective and efficient algorithm portfolios such as selection of constituent algorithms, allocation of computational resources, interaction between algorithms and parallelism vs. sequential implementations are discussed. Several new applications are analyzed and insights on the underlying algorithmic designs are provided. Future directions, new challenges, andopen problems in the design of algorithm portfolios and applications are explored to further motivate research in this field.

Release date NZ

March 25th, 2021

Author

Audience

Professional & Vocational

Edition

1st ed. 2021

Illustrations

5 Illustrations, black and white; XIV, 92 p. 5 illus.

Pages

Series

Springerbriefs in Optimization

ISBN-13

9783030685133

Product ID

34417308

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