| 书目名称 | Natural Intelligence for Scheduling, Planning and Packing Problems | | 编辑 | Raymond Chiong,Sandeep Dhakal | | 视频video | | | 概述 | Recent research in Natural Intelligence for Scheduling, Planning and Packing Problems | | 丛书名称 | Studies in Computational Intelligence | | 图书封面 |  | | 描述 | .Scheduling, planning and packing are ubiquitous problems that can be found in a wide range of real-world settings. These problems transpire in a large variety of forms, and have enormous socio-economic impact. For many years, significant work has been devoted to automating the processes of scheduling, planning and packing using different kinds of methods. However, poor scaling and the lack of flexibility of many of the conventional methods coupled with the fact that most of the real-world problems across the application areas of scheduling, planning and packing nowadays tend to be of large scale, dynamic and full of complex dependencies have made it necessary to tackle them in unconventional ways....This volume, "Natural Intelligence for Scheduling, Planning and Packing Problems", is a collection of numerous natural intelligence based approaches for solving various kinds of scheduling, planning and packing problems. It comprises 12 chapters which present many methods that draw inspiration from nature, such as evolutionary algorithms, neural-fuzzy system, particle swarm algorithms, ant colony optimisation, extremal optimisation, raindrop optimisation, and so on. Problems addressed | | 出版日期 | Book 2009 | | 关键词 | algorithms; distribution; evolution; evolutionary algorithm; fuzzy system; genetic algorithm; genetic algo | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-642-04039-9 | | isbn_softcover | 978-3-642-26061-2 | | isbn_ebook | 978-3-642-04039-9Series ISSN 1860-949X Series E-ISSN 1860-9503 | | issn_series | 1860-949X | | copyright | Springer-Verlag Berlin Heidelberg 2009 |
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发表于 2025-3-21 18:56:16
