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基于描述逻辑的CIM模型

CIM Modeling with Description Logics
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摘要 分析了CIM模型在自主计算中的研究现状和存在的问题,在GLanfranchi和ACali的基础上提出了一种具有演化功能的CIM模型。针对CIM模型的特点和需求,提出了一种基于描述逻辑DLRifd的CIM模型,即给出了将CIM模型转化为描述逻辑DLRifd知识库的方法,证明了该转化方法的正确性。以及给出了自动判断CIM模型一致性、冗余性、包含关系的方法,也证明了这些判断方法的正确性。 The current research progresses and the existing problems of CIM for autonomic computing are analyzed. A kind of evolving CIM model is presented based on the works of G Lanfranchi and A Cali. Aiming at the characteristics and requirement of CIM model, CIM model based on description logic DLRifd is presented, i.e., the method of how to translate CIM model into DLRifd knowledge bases is given, and the correctness of the translation method is proved. The automatic reasoning methods of consistency, redundancy, and subsumption relation of CIM model are presented, and the correctness of these reasoning methods is also proved.
出处 《微电子学与计算机》 CSCD 北大核心 2007年第12期55-58,61,共5页 Microelectronics & Computer
基金 国家自然科学基金项目(60663001 60673135 60373081 60573010) 中国博士后科学基金项目(20060400226) 广东省自然科学基金重点项目(04105503) 教育部"新世纪优秀人才支持计划"项目 广西青年科学基金项目(桂科青0640030)
关键词 描述逻辑 DUk CIM模型 自主计算 description logic DLRifd, CIM model autonomic computing
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参考文献6

  • 1Kephart J O, Chess D M. The vision of autonomic computing[J]. IEEE Computer, 2003, 36(1 ): 41-50
  • 2Lanfranchi G, Peruta P D, Perrone A, et al. Toward a new landscape of systems management in an autonomic computing environment[J]. IBM Systems Journal, 2003, 42 (1): 119-128
  • 3Cali A, Calvanese D, Giacomo G D, et al. Description logic formalization of CIM[R]. Technical Report, SMO(System Management Ontology) Project Report NO. 1. Faculty of Computer Science, Free University of Bozen-Bolzano, Italy, 2001:1-18
  • 4Berardi D, Calvanese D, Giacomo G D. Reasoning on UML class diagrams[J]. Artificial Intelligence, 2005, 168(1-2): 70-118
  • 5Calvanese D, Giacomo G D. Expressive description logics [A]. The Description Logic Handbook: Theory, Implementation and Applications[C]. Cambridge: Cambridge University Press, 2003:184-225
  • 6Calvanese D, Giacomo G D, Lenzerini M. Identification constraints and functional dependencies in description logics[A]. In: B Nebel, editor. Proceedings of the 17th International Joint Conference on Artificial Intelligence (IJCAI 2001) [C]. St Louis: Morgan Kaufmann Publishers, 2001: 155-160

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