书目名称 | Optimizing Transport Logistics Processes with Multiagent Planning and Control |
编辑 | Max Gath |
视频video | |
概述 | Publication in the field of technical sciences.Includes supplementary material: |
丛书名称 | Advanced Studies Mobile Research Center Bremen |
图书封面 |  |
描述 | 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. |
出版日期 | Book 2016 |
关键词 | Autonomous Logistic Processes; Multiagent Systems; Transport Logistics; Nested Rollout Policy Adaptatio |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-658-14003-8 |
isbn_softcover | 978-3-658-14002-1 |
isbn_ebook | 978-3-658-14003-8Series ISSN 2698-3761 Series E-ISSN 2698-377X |
issn_series | 2698-3761 |
copyright | Springer Fachmedien Wiesbaden 2016 |