Optimizing Transport Logistics Processes with Multiagent Planning and Control

1. Auflage 2016
ISBN: 978-3-658-14002-1
Verlag: Springer

Buch, Englisch, 279 Seiten, Format (B × H): 148 mm x 210 mm, Gewicht: 3949 g

Reihe: Advanced Studies Mobile Research Center Bremen

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.

Zielgruppe

Research

Autoren/Hrsg.

Gath, Max

Fachgebiete

• Mathematik | Informatik EDV | Informatik Daten / Datenbanken
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Technische Wissenschaften Technik Allgemein Mathematik für Ingenieure
• Technische Wissenschaften Verkehrstechnik | Transportgewerbe Intelligente & automatisierte Transportsysteme

Inhaltsverzeichnis

Dispatching Problems in Transport Logistics.- Multiagent-Based Transport Planning and Control.- Case Studies in Groupage Traffic and Courier, Express, and Parcel Services.

Über Autor(innen)

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.