| 书目名称 | Discrete Cuckoo Search for Combinatorial Optimization | | 编辑 | Aziz Ouaarab | | 视频video | | | 概述 | Discusses how CS can be adapted to solve combinatorial optimization problems, from their discretization to the pseudocode.Presents adaptation as a model for other metaheuristics.Offers essential suppo | | 丛书名称 | Springer Tracts in Nature-Inspired Computing | | 图书封面 |  | | 描述 | .This book provides a literature review of techniques used to pass from continuous to combinatorial space, before discussing a detailed example with individual steps of how cuckoo search (CS) can be adapted to solve combinatorial optimization problems. It demonstrates the application of CS to three different problems and describes their source code. The content is divided into five chapters, the first of which provides a technical description, together with examples of combinatorial search spaces. The second chapter summarizes a diverse range of methods used to solve combinatorial optimization problems. In turn, the third chapter presents a description of CS, its formulation and characteristics. In the fourth chapter, the application of discrete cuckoo search (DCS) to solve three POCs (the traveling salesman problem, quadratic assignment problem and job shop scheduling problem) is explained, focusing mainly on a reinterpretation of the terminology used in CS and its source of inspiration. In closing, the fifth chapter discusses random-key cuckoo search (RKCS) using random keys to represent positions found by cuckoo search in the TSP and QAP solution space.. | | 出版日期 | Book 2020 | | 关键词 | Combinatorial Optimization; Cuckoo Search; Travelling Salesman Problem; Quadratic Assignment Problem; Jo | | 版次 | 1 | | doi | https://doi.org/10.1007/978-981-15-3836-0 | | isbn_softcover | 978-981-15-3838-4 | | isbn_ebook | 978-981-15-3836-0Series ISSN 2524-552X Series E-ISSN 2524-5538 | | issn_series | 2524-552X | | copyright | Springer Nature Singapore Pte Ltd. 2020 |
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发表于 2025-3-21 16:34:17
