Analysis and Design of the Knowledge Representation for the Implementation of a Distributed Reasoning
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| Format: | Artículo científico |
| Sprache: | en |
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Universidad de Costa Rica
2009
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| _version_ | 1876455223314087936 |
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| author | Martha Mora-Torres |
| author_facet | Martha Mora-Torres |
| contents | Analysis and Design of the Knowledge Representation for the Implementation of a Distributed Reasoning Martha Mora-Torres Ana Lilia Laureano-Cruces Javier Ramírez-Rodríguez Gilberto Espinosa-Paredes Física, Astronomía y Matemáticas Fuzzy cognitive maps knowledge representation parallel distributed reasoning The representation of knowledge and the reasoning comprise fundamental parts of the design of an expert system. In the case under study the real world is represented by the different events that can arise in the operation of a nuclear plant. These events are characterized by a set of elements interrelated through expert reasoning. We have chosen fuzzy cognitive maps (FCM) for the representation of the expert reasoning front to a fault event, because it handles the uncertainty in the decision making, through the interrelation among its elements. In addition, the FCM emphasizes a representation that allows parallel distributed reasoning (PDR). In our work we detail the analysis and design that was developed to build the causality matrices that give origin to the distributed reasoning, and ultimately have a representation in the FCMs. 2009 artículo científico 1409-2433 https://www.redalyc.org/articulo.oa?id=45326951007 en http://www.redalyc.org/revista.oa?id=453 Revista de Matemática: Teoría y Aplicaciones application/pdf Universidad de Costa Rica Revista de Matemática: Teoría y Aplicaciones (Costa Rica) Num.2 Vol.16 |
| format | Artículo científico |
| id | redalyc_45326951007 |
| institution | Redalyc |
| language | en |
| publishDate | 2009 |
| publisher | Universidad de Costa Rica |
| spellingShingle | Analysis and Design of the Knowledge Representation for the Implementation of a Distributed Reasoning Martha Mora-Torres Física, Astronomía y Matemáticas Fuzzy cognitive maps knowledge representation parallel distributed reasoning Analysis and Design of the Knowledge Representation for the Implementation of a Distributed Reasoning Martha Mora-Torres Ana Lilia Laureano-Cruces Javier Ramírez-Rodríguez Gilberto Espinosa-Paredes Física, Astronomía y Matemáticas Fuzzy cognitive maps knowledge representation parallel distributed reasoning The representation of knowledge and the reasoning comprise fundamental parts of the design of an expert system. In the case under study the real world is represented by the different events that can arise in the operation of a nuclear plant. These events are characterized by a set of elements interrelated through expert reasoning. We have chosen fuzzy cognitive maps (FCM) for the representation of the expert reasoning front to a fault event, because it handles the uncertainty in the decision making, through the interrelation among its elements. In addition, the FCM emphasizes a representation that allows parallel distributed reasoning (PDR). In our work we detail the analysis and design that was developed to build the causality matrices that give origin to the distributed reasoning, and ultimately have a representation in the FCMs. 2009 artículo científico 1409-2433 https://www.redalyc.org/articulo.oa?id=45326951007 en http://www.redalyc.org/revista.oa?id=453 Revista de Matemática: Teoría y Aplicaciones application/pdf Universidad de Costa Rica Revista de Matemática: Teoría y Aplicaciones (Costa Rica) Num.2 Vol.16 |
| title | Analysis and Design of the Knowledge Representation for the Implementation of a Distributed Reasoning |
| topic | Física, Astronomía y Matemáticas Fuzzy cognitive maps knowledge representation parallel distributed reasoning |
| url | https://www.redalyc.org/articulo.oa?id=45326951007 |