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Nature Inspired Optimisation for Delivery Problems : From Theory to the Real World / by Neil Urquhart
(Natural Computing Series. ISSN:26276461)

データ種別	電子ブック
版	1st ed. 2022.
出版者	(Cham : Springer International Publishing : Imprint: Springer)
出版年	2022
大きさ	XVII, 259 p. 75 illus., 43 illus. in color : online resource
著者標目	*Urquhart, Neil author SpringerLink (Online service)

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URL	巻　次	配架場所	請求記号	登録番号	コメント	刷　年	状　態	利用注記	ISBN	予約	請求メモ
URL		射水-電子	007	EB0002244	Computer Scinece R0 2005-6,2022-3				9783030981082

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一般注記	Part I, Simple Yet Complex Problems -- The Traveling Salesman Problem -- Vehicle Routing Problems (VRPs) -- More Complex VRPs -- Multi-objective Problems -- Part II, Data and Routing -- An Introduction to Geospatial Data -- Routing Algorithms -- Linking to Data Sources -- Visualising Data -- Part III, Real-World Problems -- Food Deliveries in Rural Areas -- Delivering Milk -- Postal Deliveries -- Mobile Workforce Routing -- Urban Logistics This book explains classic routing and transportation problems and solutions, before offering insights based on successful real-world solutions. The chapters in Part I introduce and explain the traveling salesperson problem (TSP), vehicle routing problems (VRPs), and multi-objective problems, with an emphasis on heuristic approaches and software engineering aspects. In turn, Part II demonstrates how to exploit geospatial data, routing algorithms, and visualization. In Part III, the above techniques and insights are combined in real-world success stories from domains such as food delivery in rural areas, postal delivery, workforce routing, and urban logistics. The book offers a valuable supporting text for advanced undergraduate and graduate courses and projects in Computer Science, Engineering, Operations Research, and Mathematics. It is accompanied by a repository of source code, allowing readers to try out the algorithms and techniques discussed HTTP:URL=https://doi.org/10.1007/978-3-030-98108-2
件　名	LCSH:Computer science LCSH:Computational intelligence LCSH:Artificial intelligence LCSH:Operations research LCSH:Mathematical optimization FREE:Theory of Computation FREE:Computational Intelligence FREE:Artificial Intelligence FREE:Operations Research and Decision Theory FREE:Optimization
分　類	LCC:QA75.5-76.95 DC23:004.0151
書誌ID	EB00001632
ISBN	9783030981082