Overview
- Shows how to develop algorithms for real-life problems based on new metaheuristic methods such as evolutionary computation, ant colony optimization, constraint programming and others
- Constitutes a comprehensive collection of extended contributions from the 7th Workshop on Computational Optimization WCO 2014 held in Warsaw, Poland, September 7-10, 2014
- Includes important real problems such as parameter settings for controlling processes in bioreactor, resource constrained project scheduling, problems arising in transport services, error correcting codes, optimal system performance and energy consumption
- Includes supplementary material: sn.pub/extras
Part of the book series: Studies in Computational Intelligence (SCI, volume 610)
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Table of contents(13 chapters)
About this book
This volume is a comprehensive collection of extended contributions from the Workshop on Computational Optimization 2014, held at Warsaw, Poland, September 7-10, 2014.
The book presents recent advances in computational optimization. The volume includes important real problems like parameter settings for controlling processes in bioreactor and other processes, resource constrained project scheduling, infection distribution, molecule distance geometry, quantum computing, real-time management and optimal control, bin packing, medical image processing, localization the abrupt atmospheric contamination source and so on.
It shows how to develop algorithms for them based on new metaheuristic methods like evolutionary computation, ant colony optimization, constrain programming and others. This research demonstrates how some real-world problems arising in engineering, economics, medicine and other domains can be formulated as optimization tasks.
Editors and Affiliations
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Institute of Information and Communication Technology, Bulgarian Academy of Sciences, Sofia, Bulgaria
Stefka Fidanova
Bibliographic Information
Book Title: Recent Advances in Computational Optimization
Book Subtitle: Results of the Workshop on Computational Optimization WCO 2014
Editors: Stefka Fidanova
Series Title: Studies in Computational Intelligence
DOI: https://doi.org/10.1007/978-3-319-21133-6
Publisher: Springer Cham
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer International Publishing Switzerland 2016
Hardcover ISBN: 978-3-319-21132-9Published: 23 July 2015
Softcover ISBN: 978-3-319-37408-6Published: 17 October 2016
eBook ISBN: 978-3-319-21133-6Published: 14 July 2015
Series ISSN: 1860-949X
Series E-ISSN: 1860-9503
Edition Number: 1
Number of Pages: X, 244
Number of Illustrations: 75 b/w illustrations, 15 illustrations in colour
Topics: Computational Intelligence, Artificial Intelligence, Operations Research/Decision Theory