| 书目名称 | Handbook of Heuristics | | 编辑 | Rafael Martí,Pardalos Panos,Mauricio G. C. Resende | | 视频video | http://file.papertrans.cn/422/421438/421438.mp4 | | 概述 | The second edition comprises 15 new chapters surrounding methodologies and applications.Provides historical overviews and exposes the highly applicable nature of Heuristics.Algorithms are described in | | 图书封面 |  | | 描述 | .The second edition will comprise at least 15 new chapters surrounding methodologies and applications. As a start, the following new topics were proposed:.Methodologies.: Automatic algorithm selection, Automatic algorithm tuning, Machine learning, Path Relinking, Simulated annealing, Quantum computing..Applications.: Airline optimization, Artificial intelligence, Cloud computing, Electrical power systems, Finance, Order batching, Pharmaceutical, Production, Vehicle routing..Additionally, authors of existing ‘chapters’ will be contacted to encourage them to revise/update their entries..**From the first edition**.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 singlemethod. 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 pr | | 出版日期 | Living reference work 20250th edition | | 关键词 | Algorithms; Heuristics; Metaheuristics; Search Strategies; local search; supply chain; logistics; routing; o | | doi | https://doi.org/10.1007/978-3-319-07153-4 | | isbn_ebook | 978-3-319-07153-4 |
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