Multiagent Coordination Enabling Autonomous Logistics
Author | : Arne Schuldt |
Publisher | : Springer Science & Business Media |
Total Pages | : 284 |
Release | : 2011-07-21 |
ISBN-10 | : 9783642200922 |
ISBN-13 | : 3642200923 |
Rating | : 4/5 (923 Downloads) |
Download or read book Multiagent Coordination Enabling Autonomous Logistics written by Arne Schuldt and published by Springer Science & Business Media. This book was released on 2011-07-21 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes the implementation of autonomous control with multiagent technology. Therewith, it tackles the challenges of supply network management caused by the complexity, the dynamics, and the distribution of logistics processes. The paradigm of autonomous logistics reduces the computational complexity and copes with the dynamics locally by delegating process control to the participating objects. As an example, shipping containers may themselves plan and schedule their way through logistics networks in accordance with objectives imposed by their owners. The technologies enabling autonomous logistics are thoroughly described and reviewed. The presented solution has been used in a realistic simulation of real-world container logistics processes. The validation shows that autonomous control is feasible and that it outperforms the previous centralised dispatching approach by significantly increasing the resource utilisation efficiency. Moreover, the multiagent system relieves human dispatchers from dealing with standard cases, giving them more time to solve exceptional cases appropriately.