| Knowledge representation and rule-based solution system for dynamic programming model |
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| 作者姓名： | 胡祥培 王旭茵 |
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| 作者单位： | Institute of Systems Engineering，Institute of Systems Engineering Dalian University of Technology，Dalian 116023，Chin，Dalian University of Technology，Dalian 116023，Chin |
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| 基金项目： | SponsoredbytheNationalNaturalScienceFoundationofChina (GrantNo .70 1710 40,79770 0 2 2and 7940 0 0 0 6) |
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| 摘 要： | 0 INTRODUCTIONTheknowledgerepresentationandrule basedsolutionsystemforDynamicProgrammingModel (DPM)isanewresearchfieldintheOperationsResearch (OR)communi ty .ItisalsoaninterestedtaskfortheDecisionSupportSystem (DSS)workers .DynamicProgramming (DP)isaveryimportantpartofOperationsResearch (OR) .Ithasbeenwidelyusedinsuchareasasprocedurecontrol ,in dustrialengineering ,businessmanagementanddecisions ,etc .,sinceRichardBellmanfirstdevelopedtheconceptofDPinthelate 194 0sandearly 195…
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Knowledge representation and rule-based solution system for dynamic programming model |
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| HU Xiang pei ,WANG Xu yin.Knowledge representation and rule-based solution system for dynamic programming model[J].Journal of Harbin Institute of Technology,2003,10(2). |
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| Authors: | HU Xiang pei WANG Xu yin |
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| Affiliation: | Institute of Systems Engineering, Dalian University of Technology, Dalian 116023, China |
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| Abstract: | A knowledge representation has been proposed using the state space theory of Artificial Intelligence for Dynamic Programming Model, in which a model can be defined as a six tuple M=(I,G,O,T,D,S). A building block modeling method uses the modules of a six tuple to form a rule based solution model. Moreover, a rule based system has been designed and set up to solve the Dynamic Programming Model. This knowledge based representation can be easily used to express symbolical knowledge and dynamic characteristics for Dynamic Programming Model, and the inference based on the knowledge in the process of solving Dynamic Programming Model can also be conveniently realized in computer. |
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| Keywords: | knowledge representation operations research Dynamic Programming Model intelligent modeling support |
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