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Titlebook: Evolving Rule-Based Models; A Tool for Design of Plamen P. Angelov Book 2002 Springer-Verlag Berlin Heidelberg 2002 algorithms.complex syst

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Plamen P. AngelovFirst approach to on-line generation and adaptation of rule-based models.Illustration with real engineering examples.Includes supplementary material:
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https://doi.org/10.1057/978-0-230-39308-0Control theory is nowadays a well developed and structured one, especially its linear part, including system identification (Ljung, 1987) and adaptive systems (Astrom and Wittenmark, 1984). Real engineering applications, however, very often does not comply with the rigorous assumptions on which this theory is based.
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https://doi.org/10.1057/9780230348844The non-linear approach relies on numerical optimisation techniques like GA and gradient-based approaches. It should be mentioned that they are . and computationally more expensive.
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Family Punishment in Nazi GermanyIn this chapter a novel approach to . data-driven identification of . rule-based models is considered. It concerns primarily TSK . models benefiting from their dual nature: being non-linear, they are . and, therefore, convenient for using in . identification schemes.
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