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

Recent Advances in Computational Optimization: Results of the Workshop on Computational Optimization and Numerical Search and Optimization 2018

by Stefka Fidanova
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Book cover type: Hardcover
  • ISBN13: 9783030227227
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 237
  • Original Price: EUR 129.99
  • Language: English
  • Edition: 2020
  • Item Weight: 527 grams
  • BISAC Subject(s): Artificial Intelligence / General, Programming / Algorithms, and Engineering (General)

From the Back Cover

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.


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