书目名称 | Recent Advances in Computational Optimization | 副标题 | Results of the Works | 编辑 | Stefka Fidanova | 视频video | | 概述 | Shows how to develop algorithms for real-world problems based on new metaheuristic methods.Addresses important real-world problems, like parameter settings for controlling processes in a bioreactor an | 丛书名称 | Studies in Computational Intelligence | 图书封面 |  | 描述 | .This book presents new optimization approaches and methods and their application in real-world and industrial problems. Numerous processes and problems in real life and industry can be represented as optimization problems, including modeling 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 environments. This book shows how to develop algorithms for these problems, based on new intelligent methods like evolutionary computations, ant colony optimization and constraint programming, and demonstrates how real-world problems arising in engineering, economics and other domains can be formulated as optimization problems. The book is useful for researchers and practitioners alike.. | 出版日期 | Book 2020 | 关键词 | Computational Intelligence; Algorithms for Problems; Metaheuristic Methods; Intelligent Systems; WCO 201 | 版次 | 1 | doi | https://doi.org/10.1007/978-3-030-22723-4 | isbn_softcover | 978-3-030-22725-8 | isbn_ebook | 978-3-030-22723-4Series ISSN 1860-949X Series E-ISSN 1860-9503 | issn_series | 1860-949X | copyright | Springer Nature Switzerland AG 2020 |
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