Recent advances in computational optimization : results of the Workshop on Computational Optimization WCO 2019 / Stefka Fidanova, editor.

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Recent advances in computational optimization : results of the Workshop on Computational Optimization WCO 2019 / Stefka Fidanova, editor.

9783030588847 (electronic bk.)
303058884X (electronic bk.)

Cham : Springer, [2021]

English

1 online resource (203 pages).

10.1007/978-3-030-58884-7 doi

QA402.5

519.6/4

This book is a comprehensive collection of extended contributions from the Workshops on Computational Optimization 2019. 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. This book presents recent advances in computational optimization. The book includes important real problems like modeling of physical processes, wildfire and flood risk modeling, workforce planning, parameter settings for controlling different processes, optimal electrical vehicle modeling, bioreactor modeling and design of VLSI. 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.

International conference proceedings.
Includes author index.

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Studies in computational intelligence ; v. 920.

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