Nature Inspired Optimisation for Delivery Problems

From Theory to the Real World

Inbunden, Engelska, 2022

Av Neil Urquhart

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This book explains classic routing and transportation problems and solutions, before offering insights based on successful real-world solutions.

Produktinformation

Utgivningsdatum2022-05-15
Mått155 x 235 x 21 mm
Vikt572 g
FormatInbunden
SpråkEngelska
SerieNatural Computing Series
Antal sidor259
FörlagSpringer Nature Switzerland AG
ISBN9783030981075

Tillhör följande kategorier

Företagsekonomi inom Ekonomi och ledarskap
Artificiell intelligens inom Data och it
Optimering inom Naturvetenskap och teknik
Ledarskap och motivation inom Ekonomi och ledarskap
Systemvetenskap och AI inom Data och it

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.

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.