Optimizing Transport Logistics Processes with Multiagent Planning and Control

  • Max Gath

Part of the Advanced Studies Mobile Research Center Bremen book series (ASMRC)

Table of contents

  1. Front Matter
    Pages I-XXIII
  2. Max Gath
    Pages 1-13
  3. Max Gath
    Pages 79-139
  4. Max Gath
    Pages 141-166
  5. Max Gath
    Pages 167-199
  6. Max Gath
    Pages 221-228
  7. Back Matter
    Pages 229-279

About this book

Introduction

Max Gath presents a multiagent system for the optimization of transport logistics in highly complex and dynamic domains. The described solution dynamically optimizes processes and provides a high flexibility, scalability, robustness, and adaptability to individual customer demands. The experimental evaluation points out the effectiveness and efficiency by using the example of commonly applied benchmarks as well as two case studies in groupage traffic and in courier, express, and parcel services with same-day deliveries. Both case studies were performed with leading transport companies in Germany. The results demonstrate that the multiagent-based solution satisfies domain-specific requirements and exploits high optimization potential in real-world processes.

Contents
  • Dispatching Problems in Transport Logistics
  • Multiagent-Based Transport Planning and Control
  • Case Studies in Groupage Traffic and Courier, Express, and Parcel Services
Target Groups
Researchers and practitioners in the fields of production and logistics as well as information and communication technology 

The Author
Dr. Max Gath completed his doctoral degree at the Artificial Intelligence research group of TZI (Center for Communication and Information Technology), University of Bremen, Germany.

Keywords

Autonomous Logistic Processes Multiagent Systems Transport Logistics Nested Rollout Policy Adaptation Artificial Intelligence

Authors and affiliations

  • Max Gath
    • 1
  1. 1.Fachbereich 3 (Mathematik & Informatik)Universität Bremen Fachbereich 3 (Mathematik & Informatik)BremenGermany

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-658-14003-8
  • Copyright Information Springer Fachmedien Wiesbaden 2016
  • Publisher Name Springer Vieweg, Wiesbaden
  • eBook Packages Computer Science
  • Print ISBN 978-3-658-14002-1
  • Online ISBN 978-3-658-14003-8
  • About this book