Accuracy Improvements in Linguistic Fuzzy Modeling:
Fuzzy modeling usually comes with two contradictory requirements: interpretability, which is the capability to express the real system behavior in a comprehensible way, and accuracy, which is the capability to faithfully represent the real system. In this framework, one of the most important areas i...
Gespeichert in:
| Weitere Verfasser: | , , , |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Berlin, Heidelberg
Springer Berlin Heidelberg
2003
|
| Schriftenreihe: | Studies in Fuzziness and Soft Computing
129 |
| Schlagworte: | |
| Online-Zugang: | FHI01 BTU01 Volltext |
| Zusammenfassung: | Fuzzy modeling usually comes with two contradictory requirements: interpretability, which is the capability to express the real system behavior in a comprehensible way, and accuracy, which is the capability to faithfully represent the real system. In this framework, one of the most important areas is linguistic fuzzy modeling, where the legibility of the obtained model is the main objective. This task is usually developed by means of linguistic (Mamdani) fuzzy rule-based systems. An active research area is oriented towards the use of new techniques and structures to extend the classical, rigid linguistic fuzzy modeling with the main aim of increasing its precision degree. Traditionally, this accuracy improvement has been carried out without considering the corresponding interpretability loss. Currently, new trends have been proposed trying to preserve the linguistic fuzzy model description power during the optimization process. Written by leading experts in the field, this volume collects some representative researcher that pursue this approach |
| Beschreibung: | 1 Online-Ressource (XII, 385 p. 64 illus) |
| ISBN: | 9783540370581 |
| DOI: | 10.1007/978-3-540-37058-1 |
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| id | DE-604.BV045149152 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T08:10:03Z |
| institution | BVB |
| isbn | 9783540370581 |
| language | English |
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| physical | 1 Online-Ressource (XII, 385 p. 64 illus) |
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| spelling | Accuracy Improvements in Linguistic Fuzzy Modeling edited by Jorge Casillas, Oscar Cordón, Francisco Herrera, Luis Magdalena Berlin, Heidelberg Springer Berlin Heidelberg 2003 1 Online-Ressource (XII, 385 p. 64 illus) txt rdacontent c rdamedia cr rdacarrier Studies in Fuzziness and Soft Computing 129 Fuzzy modeling usually comes with two contradictory requirements: interpretability, which is the capability to express the real system behavior in a comprehensible way, and accuracy, which is the capability to faithfully represent the real system. In this framework, one of the most important areas is linguistic fuzzy modeling, where the legibility of the obtained model is the main objective. This task is usually developed by means of linguistic (Mamdani) fuzzy rule-based systems. An active research area is oriented towards the use of new techniques and structures to extend the classical, rigid linguistic fuzzy modeling with the main aim of increasing its precision degree. Traditionally, this accuracy improvement has been carried out without considering the corresponding interpretability loss. Currently, new trends have been proposed trying to preserve the linguistic fuzzy model description power during the optimization process. Written by leading experts in the field, this volume collects some representative researcher that pursue this approach Business and Management Business Mathematics Appl.Mathematics/Computational Methods of Engineering Language Translation and Linguistics Artificial Intelligence (incl. Robotics) Complexity Economic Theory/Quantitative Economics/Mathematical Methods Business Business mathematics Artificial intelligence Computational linguistics Applied mathematics Engineering mathematics Complexity, Computational Economic theory Interpretierer (DE-588)4162129-3 gnd rswk-swf Produktionsregelsystem (DE-588)4258171-0 gnd rswk-swf Genauigkeit (DE-588)4234398-7 gnd rswk-swf Wissensbasis (DE-588)4289274-0 gnd rswk-swf Fuzzy-Logik (DE-588)4341284-1 gnd rswk-swf Systemmodell (DE-588)4304916-3 gnd rswk-swf Produktionsregelsystem (DE-588)4258171-0 s Fuzzy-Logik (DE-588)4341284-1 s Systemmodell (DE-588)4304916-3 s Wissensbasis (DE-588)4289274-0 s Interpretierer (DE-588)4162129-3 s Genauigkeit (DE-588)4234398-7 s 1\p DE-604 Casillas, Jorge edt Cordón, Oscar edt Herrera, Francisco edt Magdalena, Luis edt Erscheint auch als Druck-Ausgabe 9783642057038 https://doi.org/10.1007/978-3-540-37058-1 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Accuracy Improvements in Linguistic Fuzzy Modeling Business and Management Business Mathematics Appl.Mathematics/Computational Methods of Engineering Language Translation and Linguistics Artificial Intelligence (incl. Robotics) Complexity Economic Theory/Quantitative Economics/Mathematical Methods Business Business mathematics Artificial intelligence Computational linguistics Applied mathematics Engineering mathematics Complexity, Computational Economic theory Interpretierer (DE-588)4162129-3 gnd Produktionsregelsystem (DE-588)4258171-0 gnd Genauigkeit (DE-588)4234398-7 gnd Wissensbasis (DE-588)4289274-0 gnd Fuzzy-Logik (DE-588)4341284-1 gnd Systemmodell (DE-588)4304916-3 gnd |
| subject_GND | (DE-588)4162129-3 (DE-588)4258171-0 (DE-588)4234398-7 (DE-588)4289274-0 (DE-588)4341284-1 (DE-588)4304916-3 |
| title | Accuracy Improvements in Linguistic Fuzzy Modeling |
| title_auth | Accuracy Improvements in Linguistic Fuzzy Modeling |
| title_exact_search | Accuracy Improvements in Linguistic Fuzzy Modeling |
| title_full | Accuracy Improvements in Linguistic Fuzzy Modeling edited by Jorge Casillas, Oscar Cordón, Francisco Herrera, Luis Magdalena |
| title_fullStr | Accuracy Improvements in Linguistic Fuzzy Modeling edited by Jorge Casillas, Oscar Cordón, Francisco Herrera, Luis Magdalena |
| title_full_unstemmed | Accuracy Improvements in Linguistic Fuzzy Modeling edited by Jorge Casillas, Oscar Cordón, Francisco Herrera, Luis Magdalena |
| title_short | Accuracy Improvements in Linguistic Fuzzy Modeling |
| title_sort | accuracy improvements in linguistic fuzzy modeling |
| topic | Business and Management Business Mathematics Appl.Mathematics/Computational Methods of Engineering Language Translation and Linguistics Artificial Intelligence (incl. Robotics) Complexity Economic Theory/Quantitative Economics/Mathematical Methods Business Business mathematics Artificial intelligence Computational linguistics Applied mathematics Engineering mathematics Complexity, Computational Economic theory Interpretierer (DE-588)4162129-3 gnd Produktionsregelsystem (DE-588)4258171-0 gnd Genauigkeit (DE-588)4234398-7 gnd Wissensbasis (DE-588)4289274-0 gnd Fuzzy-Logik (DE-588)4341284-1 gnd Systemmodell (DE-588)4304916-3 gnd |
| topic_facet | Business and Management Business Mathematics Appl.Mathematics/Computational Methods of Engineering Language Translation and Linguistics Artificial Intelligence (incl. Robotics) Complexity Economic Theory/Quantitative Economics/Mathematical Methods Business Business mathematics Artificial intelligence Computational linguistics Applied mathematics Engineering mathematics Complexity, Computational Economic theory Interpretierer Produktionsregelsystem Genauigkeit Wissensbasis Fuzzy-Logik Systemmodell |
| url | https://doi.org/10.1007/978-3-540-37058-1 |
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