A geometric dynamic temporal reasoning method with tags

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Temporal reasoning is one of the cognitive capabilities humans involve in communicating with others and everything appears related because of temporal reference. Therefore, in this paper a geometric dynamic temporal reasoning algorithm is proposed to solve the temporal reasoning problem, especially in autonomous planning and scheduling. This method is based on the representation of actions in a two dimensional coordination system. The main advantage of this method over others is that it uses tags to mark new constraints added into the constraint network, which leads the algorithm to deal with pending constraints rather than all constraints. This characteristic makes the algorithm suitable for temporal reasoning, where variables and constraints are always added dynamically. This algorithm can be used not only in intelligent planning, but also computational intelligence, real-time systems, and etc. The results show the efficiency of our algorithm from four cases simulating the planning and scheduling process.

源语言英语
主期刊名Proceedings of 2016 IEEE 15th International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2016
编辑Kostas Plataniotis, Bernard Widrow, Newton Howard, Lotfi A. Zadeh, Yingxu Wang
出版商Institute of Electrical and Electronics Engineers Inc.
260-267
页数8
ISBN(电子版)9781509038466
DOI
出版状态已出版 - 21 2月 2017
活动15th IEEE International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2016 - Stanford, 美国
期限: 22 8月 201623 8月 2016

出版系列

姓名Proceedings of 2016 IEEE 15th International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2016

会议

会议15th IEEE International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2016
国家/地区美国
Stanford
时期22/08/1623/08/16

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