Matches in SemOpenAlex for { <https://semopenalex.org/work/W2160546050> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W2160546050 abstract "Importation of methods from statistical physics into machine learning has led to rapid advancement in algorithms for efficient learning of good representations for complex problems. This paper presents a systematic approach to constructing a self-organizing fuzzy identifier. The proposed identifier is built on a fuzzy system consisting of a quantum clustering network and radial basis function network. We develop the corresponding self-organizing algorithms. Quantum clustering network, a new fuzzy clustering neural network model, combines the idea of quantum mechanics and the structure of Kohonen clustering network. The strategy proposed in our approach for the update rules of Kohonen clustering network is derived from the fixed-point iteration for the solution of nonlinear equations. The model eliminates the sensitivity to the choice of the initial configuration and yields a dynamic fuzzy clustering solution. Quantum clustering network is used for the generation of fuzzy rules as well as the construction of radial basis function network for fuzzy inference. Furthermore, the complex dynamical behavior in the proposed quantum learning systems is investigated. The concept of self-organization in complex dynamical systems and the role of quantum mechanics are presented. It provides us with efficient tools to get better insight into learning dynamics. Simulation results show that the proposed method can provide the fuzzy models with satisfactory accuracy." @default.
- W2160546050 created "2016-06-24" @default.
- W2160546050 creator A5034373454 @default.
- W2160546050 creator A5051475468 @default.
- W2160546050 date "2005-09-12" @default.
- W2160546050 modified "2023-09-23" @default.
- W2160546050 title "Adaptive fuzzy identification of nonlinear dynamical systems based on quantum mechanics" @default.
- W2160546050 cites W1522714617 @default.
- W2160546050 cites W1971784203 @default.
- W2160546050 cites W2037947416 @default.
- W2160546050 cites W2044506145 @default.
- W2160546050 cites W2117812871 @default.
- W2160546050 cites W2135346934 @default.
- W2160546050 cites W2138484437 @default.
- W2160546050 cites W2432517183 @default.
- W2160546050 cites W2799061466 @default.
- W2160546050 cites W3097169496 @default.
- W2160546050 doi "https://doi.org/10.1109/iri-05.2005.1506503" @default.
- W2160546050 hasPublicationYear "2005" @default.
- W2160546050 type Work @default.
- W2160546050 sameAs 2160546050 @default.
- W2160546050 citedByCount "3" @default.
- W2160546050 countsByYear W21605460502018 @default.
- W2160546050 crossrefType "proceedings-article" @default.
- W2160546050 hasAuthorship W2160546050A5034373454 @default.
- W2160546050 hasAuthorship W2160546050A5051475468 @default.
- W2160546050 hasConcept C119857082 @default.
- W2160546050 hasConcept C154945302 @default.
- W2160546050 hasConcept C17212007 @default.
- W2160546050 hasConcept C186108316 @default.
- W2160546050 hasConcept C195975749 @default.
- W2160546050 hasConcept C29470771 @default.
- W2160546050 hasConcept C41008148 @default.
- W2160546050 hasConcept C58166 @default.
- W2160546050 hasConcept C73555534 @default.
- W2160546050 hasConcept C80444323 @default.
- W2160546050 hasConceptScore W2160546050C119857082 @default.
- W2160546050 hasConceptScore W2160546050C154945302 @default.
- W2160546050 hasConceptScore W2160546050C17212007 @default.
- W2160546050 hasConceptScore W2160546050C186108316 @default.
- W2160546050 hasConceptScore W2160546050C195975749 @default.
- W2160546050 hasConceptScore W2160546050C29470771 @default.
- W2160546050 hasConceptScore W2160546050C41008148 @default.
- W2160546050 hasConceptScore W2160546050C58166 @default.
- W2160546050 hasConceptScore W2160546050C73555534 @default.
- W2160546050 hasConceptScore W2160546050C80444323 @default.
- W2160546050 hasLocation W21605460501 @default.
- W2160546050 hasOpenAccess W2160546050 @default.
- W2160546050 hasPrimaryLocation W21605460501 @default.
- W2160546050 hasRelatedWork W115678837 @default.
- W2160546050 hasRelatedWork W1489476737 @default.
- W2160546050 hasRelatedWork W1558690881 @default.
- W2160546050 hasRelatedWork W182201730 @default.
- W2160546050 hasRelatedWork W2153288326 @default.
- W2160546050 hasRelatedWork W2282205374 @default.
- W2160546050 hasRelatedWork W2438709760 @default.
- W2160546050 hasRelatedWork W2475234954 @default.
- W2160546050 hasRelatedWork W2594440131 @default.
- W2160546050 hasRelatedWork W2743077532 @default.
- W2160546050 hasRelatedWork W2809709014 @default.
- W2160546050 hasRelatedWork W2881169330 @default.
- W2160546050 hasRelatedWork W2886769718 @default.
- W2160546050 hasRelatedWork W2979955537 @default.
- W2160546050 hasRelatedWork W2980549001 @default.
- W2160546050 hasRelatedWork W2991627242 @default.
- W2160546050 hasRelatedWork W3018319244 @default.
- W2160546050 hasRelatedWork W3019040395 @default.
- W2160546050 hasRelatedWork W3043748664 @default.
- W2160546050 hasRelatedWork W641576740 @default.
- W2160546050 isParatext "false" @default.
- W2160546050 isRetracted "false" @default.
- W2160546050 magId "2160546050" @default.
- W2160546050 workType "article" @default.