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Fuzzy inductive reasoning: a consolidated approach to data-driven construction of complex dynamical systems
| dc.contributor.author | Nebot Castells, M. Àngela |
| dc.contributor.author | Múgica Álvarez, Francisco |
| dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Ciències de la Computació |
| dc.date.accessioned | 2014-09-09T08:54:01Z |
| dc.date.created | 2012 |
| dc.date.issued | 2012 |
| dc.identifier.citation | Nebot, M.; Múgica, F. Fuzzy inductive reasoning: a consolidated approach to data-driven construction of complex dynamical systems. "International journal of general systems", 2012, vol. 41, núm. 7, p. 645-665. |
| dc.identifier.issn | 0308-1079 |
| dc.identifier.uri | http://hdl.handle.net/2117/24006 |
| dc.description.abstract | Fuzzy inductive reasoning (FIR) is a modelling and simulation methodology derived from the General Systems Problem Solver. It compares favourably with other soft computing methodologies, such as neural networks, genetic or neuro-fuzzy systems, and with hard computing methodologies, such as AR, ARIMA, or NARMAX, when it is used to predict future behaviour of different kinds of systems. This paper contains an overview of the FIR methodology, its historical background, and its evolution. |
| dc.format.extent | 21 p. |
| dc.language.iso | eng |
| dc.subject | Àrees temàtiques de la UPC::Informàtica::Intel·ligència artificial |
| dc.subject.lcsh | Decision support systems |
| dc.subject.lcsh | Soft computing |
| dc.subject.other | Fuzzy inductive reasoning |
| dc.subject.other | General systems problem solver |
| dc.subject.other | Complex dynamical systems |
| dc.subject.other | Fault detection and diagnostic systems |
| dc.title | Fuzzy inductive reasoning: a consolidated approach to data-driven construction of complex dynamical systems |
| dc.type | Article |
| dc.subject.lemac | Sistemes d'ajuda a la decisió |
| dc.subject.lemac | Informàtica tova |
| dc.contributor.group | Universitat Politècnica de Catalunya. SOCO - Soft Computing |
| dc.identifier.doi | 10.1080/03081079.2012.691203 |
| dc.rights.access | Restricted access - publisher's policy |
| local.identifier.drac | 11671285 |
| dc.description.version | Postprint (published version) |
| dc.date.lift | 10000-01-01 |
| local.citation.author | Nebot, M.; Múgica, F. |
| local.citation.publicationName | International journal of general systems |
| local.citation.volume | 41 |
| local.citation.number | 7 |
| local.citation.startingPage | 645 |
| local.citation.endingPage | 665 |
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