Fr. 69.00

Nature Inspired Optimisation for Delivery Problems - From Theory to the Real World

English · Paperback / Softback

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Description

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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 outthe algorithms and techniques discussed.

List of contents

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.

About the author










Neil Urquhart is a lecturer in the School of Computing at Edinburgh Napier University. After qualifying in Computer Science he worked as a software developer and systems administrator. He returned to academia and completed a PhD in 2002 which examined the use of nature inspired techniques and software agents to construct and optimize delivery networks. Since 2002 he has worked as a lecturer at Edinburgh Napier where he is currently the program leader for Computing Science. His main research interests are algorithms, visualization, evolving systems, bioinspired computing, and modeling.


Product details

Authors Neil Urquhart
Publisher Springer, Berlin
 
Languages English
Product format Paperback / Softback
Released 29.05.2023
 
EAN 9783030981105
ISBN 978-3-0-3098110-5
No. of pages 259
Dimensions 155 mm x 15 mm x 235 mm
Illustrations XVII, 259 p. 75 illus., 43 illus. in color.
Series Natural Computing Series
Subject Natural sciences, medicine, IT, technology > IT, data processing > IT

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