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Multiagent Coordination Enabling Autonomous Logistics
Arne Schuldt
出版Springer Science & Business Media, 2011-07-21
主題Technology & Engineering / GeneralComputers / Artificial Intelligence / GeneralBusiness & Economics / Information ManagementTechnology & Engineering / Engineering (General)Business & Economics / Business Mathematics
ISBN36422009239783642200922
URLhttp://books.google.com.hk/books?id=eTMmSP8UoXMC&hl=&source=gbs_api
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註釋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.