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Smart Urban Logistics: Improving Delivery Services by Computational Intelligence de Jhonny Pincay Nieves

Smart Urban Logistics: Improving Delivery Services by Computational Intelligence: Fuzzy Management Methods

Autor Jhonny Pincay Nieves
en Limba Engleză Paperback – 9 noi 2023
Last-mile delivery in cities, where the main problems are the traffic situation and ensuring access to customers’ homes while maintaining their privacy, poses a substantial logistical challenge. This book explores how the service area of mobility, especially last-mile delivery, can be improved and smartified. It demonstrates how a design science method and a transdisciplinary approach have been used to create a traffic area analysis tool that can accommodate the uncertainty and incompleteness of geospatial data; a linguistic traffic merging tool; and a customer classifier. In terms of developing the optimization artifacts, the socio-economic and logistical aspects of cities were considered and fuzzy logic and nature-inspired swarm intelligence (fuzzy ant colony optimization) were applied as basic principles.
  
Pursuing a transdisciplinary approach, the book offers both practical know-how from the industry and theoretical findings, making it a valuable asset for researchers and practitioners in the fields of mobility and logistics.
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Specificații

ISBN-13: 9783031167065
ISBN-10: 3031167066
Ilustrații: XXIII, 170 p. 1 illus.
Dimensiuni: 155 x 235 mm
Greutate: 0.28 kg
Ediția:1st ed. 2022
Editura: Springer International Publishing
Colecția Springer
Seria Fuzzy Management Methods

Locul publicării:Cham, Switzerland

Cuprins

Part I. Motivation & Objectives.- Chapter 1. Introduction.- Part II. Theoretical Background.- Chapter 2. Insights into Smart Cities and Smart Logistics.- Chapter 3. Computational Intelligence.- Part III. Applications.- Chapter 4. Fuzzifying Geospatial Traffic Data to Convey Information.- Chapter 5. Ethical Classification of Postal Customers.- Part IV. Framework and Implementation.- Chapter 6. The Fuzzy Ant Routing (FAR) Conceptual Framework.- Chapter 7. The FAR Artifact.- Part V. Conclusions.- Chapter 8. Outlook and Conclusions.

Notă biografică

Jhonny Pincay Nieves earned his Ph.D. in Computer Science at the University of Fribourg, Switzerland. He has worked for Escuela Superior Politécnica del Litoral (ESPOL University) and the Pontificia Universidad Católica del Ecuador (Ecuador) as a lecturer and researcher. He currently works as data scientist at Viasuisse AG in Biel, Switzerland. His research interests include smart cities and logistics, fuzzy logic, recommender systems, and software engineering.

Textul de pe ultima copertă

Last-mile delivery in cities, where the main problems are the traffic situation and ensuring access to customers’ homes while maintaining their privacy, poses a substantial logistical challenge. This book explores how the service area of mobility, especially last-mile delivery, can be improved and smartified. It demonstrates how a design science method and a transdisciplinary approach have been used to create a traffic area analysis tool that can accommodate the uncertainty and incompleteness of geospatial data; a linguistic traffic merging tool; and a customer classifier. In terms of developing the optimization artifacts, the socio-economic and logistical aspects of cities were considered and fuzzy logic and nature-inspired swarm intelligence (fuzzy ant colony optimization) were applied as basic principles.
  
Pursuing a transdisciplinary approach, the book offers both practical know-how from the industry and theoretical findings, making it a valuable asset for researchers and practitioners in the fields of mobility and logistics.

Caracteristici

Offers an interdisciplinary view on smart cities, fuzzy logic, and swarm intelligence Bridges the gap between theory and practice for urban logistics Focuses on the improvement of last-mile delivery