Overview
- Shows how to develop algorithms for real-world problems based on new metaheuristic methods
- Addresses important real-world problems
- Presents a comprehensive collection of extended contributions
Part of the book series: Studies in Computational Intelligence (SCI, volume 986)
Included in the following conference series:
Conference proceedings info: WCO 2020.
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Table of contents (26 chapters)
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Front Matter
Keywords
About this book
This book presents recent advances in computational optimization. Our everyday life is unthinkable without optimization. We try to minimize our effort and to maximize the achieved profit. Many real-world and industrial problems arising in engineering, economics, medicine and other domains can be formulated as optimization tasks.
The book is a comprehensive collection of extended contributions from the Workshops on Computational Optimization 2020. The book includes important real problems like modeling of physical processes, workforce planning, parameter settings for controlling different processes, transportation problems, wireless sensor networks, machine scheduling, air pollution modeling, solving multiple integrals and systems of differential equations which describe real processes, solving engineering problems. It shows how to develop algorithms for them based on new intelligent methods like evolutionary computations, ant colony optimization, constrain programming and others. This research demonstrates how some real-world problems arising in engineering, economics and other domains can be formulated as optimization problems.
Editors and Affiliations
Bibliographic Information
Book Title: Recent Advances in Computational Optimization
Book Subtitle: Results of the Workshop on Computational Optimization WCO 2020
Editors: Stefka Fidanova
Series Title: Studies in Computational Intelligence
DOI: https://doi.org/10.1007/978-3-030-82397-9
Publisher: Springer Cham
eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022
Hardcover ISBN: 978-3-030-82396-2Published: 15 December 2021
Softcover ISBN: 978-3-030-82399-3Published: 16 December 2022
eBook ISBN: 978-3-030-82397-9Published: 14 December 2021
Series ISSN: 1860-949X
Series E-ISSN: 1860-9503
Edition Number: 1
Number of Pages: XI, 490
Number of Illustrations: 44 b/w illustrations, 51 illustrations in colour
Topics: Computational Intelligence, Artificial Intelligence, Algorithms