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題名 Multiagent Coordination in Tightly Coupled Task Scheduling
作者 Liu, Jyi-Shane ; Katia Sycara
日期 1996-12
上傳時間 9-Jan-2009 16:47:51 (UTC+8)
摘要 We consider an environment where agents` tasks are tightly coupled and require real-time scheduling and execution. In order to complete their tasks, agents need to coordinate their actions both constantly and extensively. We present an approach that consists of a standard operating procedure and a look-ahead coordination. The standard operating procedure regulates task coupling and minimizes communication. The look-ahead coordination increases agents` global visibility and providcs indicative information tbr decision adjustment. The goal of our approach is to prune decision myopia while maintaining system responsiveness in real-time, dynamic environments. Experimental results in job shop scheduling problems show that (1) the look-ahead coordination significantly enhances the performance of the standard operating procedure in solution quality. (2) the approach is capable of producing solutions of very high quality in a real-time environment.
關聯 The Second International Conference on Multi-Agent Systems
資料類型 conference
dc.creator (作者) Liu, Jyi-Shane ; Katia Sycaraen_US
dc.date (日期) 1996-12en_US
dc.date.accessioned 9-Jan-2009 16:47:51 (UTC+8)-
dc.date.available 9-Jan-2009 16:47:51 (UTC+8)-
dc.date.issued (上傳時間) 9-Jan-2009 16:47:51 (UTC+8)-
dc.identifier.uri (URI) https://nccur.lib.nccu.edu.tw/handle/140.119/23843-
dc.description.abstract (摘要) We consider an environment where agents` tasks are tightly coupled and require real-time scheduling and execution. In order to complete their tasks, agents need to coordinate their actions both constantly and extensively. We present an approach that consists of a standard operating procedure and a look-ahead coordination. The standard operating procedure regulates task coupling and minimizes communication. The look-ahead coordination increases agents` global visibility and providcs indicative information tbr decision adjustment. The goal of our approach is to prune decision myopia while maintaining system responsiveness in real-time, dynamic environments. Experimental results in job shop scheduling problems show that (1) the look-ahead coordination significantly enhances the performance of the standard operating procedure in solution quality. (2) the approach is capable of producing solutions of very high quality in a real-time environment.-
dc.format application/en_US
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dc.format.mimetype application/octet-stream-
dc.language enen_US
dc.language en-USen_US
dc.language.iso en_US-
dc.relation (關聯) The Second International Conference on Multi-Agent Systemsen_US
dc.title (題名) Multiagent Coordination in Tightly Coupled Task Schedulingen_US
dc.type (資料類型) conferenceen