Optimizing Transport Logistics Processes with Multiagent Planning and Control

Max Gath (Autor)

Buch | Softcover

XXIII, 279 Seiten

2016 | 1st ed. 2016
Springer Fachmedien Wiesbaden GmbH (Verlag)
978-3-658-14002-1 (ISBN)

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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.

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.

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

Erscheinungsdatum	12.08.2016
Reihe/Serie	Advanced Studies Mobile Research Center Bremen
Zusatzinfo	XXIII, 279 p. 59 illus.
Verlagsort	Wiesbaden
Sprache	englisch
Maße	148 x 210 mm
Themenwelt	Mathematik / Informatik ► Informatik ► Netzwerke
Themenwelt	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
Schlagworte	Appl.Mathematics/Computational Methods of Engineer • Artificial Intelligence • autonomous logistic processes • Computer Science • Information Systems and Communication Service • Multiagent Systems • Nested Rollout Policy Adaptation • Transport Logistics
ISBN-10	3-658-14002-X / 365814002X
ISBN-13	978-3-658-14002-1 / 9783658140021
Zustand	Neuware