Recent Advances in Computational Optimization : Results of the Workshop on "Computational Optimization" and "Numerical Search and Optimization" 2018 / edited by Stefka Fidanova.

The book presents a comprehensive collection of extended contributions from the Workshops on Computational Optimization and Numerical Search and Optimization 2018. Our everyday life is unthinkable without optimization as we try to minimize our effort while maximizing profit. Many real-world and indu...

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Bibliographic Details
Corporate Authors: Workshop on Computational Optimization, Workshop on Numerical Search and Optimization
Other Authors: Fidanova, Stefka, 1964-
Format: eBook
Language:English
Published: Cham : Springer, 2020.
Series:Studies in computational intelligence ; v. 838.
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Online Access:Click for online access
Description
Summary:The book presents a comprehensive collection of extended contributions from the Workshops on Computational Optimization and Numerical Search and Optimization 2018. Our everyday life is unthinkable without optimization as we try to minimize our effort while maximizing profit. Many real-world and industrial problems arising in engineering, economics, medicine and other domains can be formulated as optimization tasks. The book discusses recent advances in computational optimization to address important real-world problems like modeling of physical processes, wildfire, natural hazards and metal nanostructures, workforce planning, wireless network topology, parameter settings for controlling different processes, extracting elements from video clips, and management of cloud computing environment. It shows readers how to develop algorithms for these problems based on new intelligent methods like evolutionary computations, ant colony optimization, and constraint programming, and demonstrates how some real-world problems arising in engineering, economics and other domains can be formulated as optimization problems.
Item Description:Includes author index.
Physical Description:1 online resource (x, 237 pages) : illustrations (some color)
ISBN:9783030227234
3030227235