| 书目名称 | Handbook of Heuristics | | 编辑 | Rafael Martí,Panos M.‘Pardalos,Mauricio G. C. Rese | | 视频video | | | 概述 | Overview of the history of Heuristics.Exposes the highly applicable nature of Heuristics.Provides various examples of local searches, search strategies and Metaheuristics.Includes supplementary materi | | 图书封面 |  | | 描述 | Heuristics are strategies using readily accessible, loosely applicable information to control problem solving. Algorithms, for example, are a type of heuristic. By contrast, Metaheuristics are methods used to design Heuristics and may coordinate the usage of several Heuristics toward the formulation of a single method. GRASP (Greedy Randomized Adaptive Search Procedures) is an example of a Metaheuristic. To the layman, heuristics may be thought of as ‘rules of thumb’ but despite its imprecision, heuristics is a very rich field that refers to experience-based techniques for problem-solving, learning, and discovery. Any given solution/heuristic is not guaranteed to be optimal but heuristic methodologies are used to speed up the process of finding satisfactory solutions where optimal solutions are impractical. The introduction to this Handbook provides an overview of the history of Heuristics along with main issues regarding the methodologies covered. This is followed by Chapters containing various examples of local searches, search strategies and Metaheuristics, leading to an analyses of Heuristics and search algorithms. The reference concludes with numerous illustrations of the high | | 出版日期 | Reference work 2018 | | 关键词 | Algorithms,; Heuristics; Metaheuristics; Search Strategies; local search | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-319-07124-4 | | isbn_ebook | 978-3-319-07124-4 | | copyright | Springer International Publishing AG, part of Springer Nature 2018 |
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发表于 2025-3-21 16:59:19
