Fuzzy inductive reasoning: a consolidated approach to data-driven construction of complex dynamical systems

DOI10.1080/03081079.2012.691203zbMath1277.93012OpenAlexW1980557683MaRDI QIDQ2869788

Francisco Mugica, Angela Nebot

Publication date: 6 January 2014

Published in: International Journal of General Systems (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03081079.2012.691203

zbMATH Keywords

decision support systemsneural networksneuro-fuzzy systemsfinite impulse responsecomplex dynamical systemsfault detection and diagnostic systemsfuzzy inductive reasoninggeneral systems problem solver

Mathematics Subject Classification ID

Fuzzy logic; logic of vagueness (03B52) Reasoning under uncertainty in the context of artificial intelligence (68T37)

Related Items

Stabilization of Rössler chaotic dynamical system using fuzzy logic control algorithm

Cites Work

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• Qualitative simulation
• Reasoning under uncertainty with FIR methodology
• Generalized Measure Theory
• Causal relevance to improve the prediction accuracy of dynamical systems using inductive reasoning
• Fuzzy inductive reasoning for variable selection analysis and modelling of biological systems
• An experiment in linguistic synthesis with a fuzzy logic controller
• Variable selection procedures and efficient suboptimal mask search algorithms in fuzzy inductive reasoning
• PISTEMOLOGICAL CATEGORIES OF SYSTEMS: An Overview and Mathematical Formulation
• COMBINED QUALITATIVE/QUANTITATIVE SIMULATION MODELS OF CONTINUOUS-TIME PROCESSES USING FUZZY INDUCTIVE REASONING TECHNIQUES