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18-ad-2020 Fuzzy-Logik, Neuronale Netze und Evolutionäre Algorithmen · TUPlan

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18-ad-2020

Fuzzy-Logik, Neuronale Netze und Evolutionäre Algorithmen

FB18 Electrical Engineering and Information Technology · Offered in WiSe 2025/26

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Weekly sessions · WiSe 2025/26

Tue10:45–11:30S311/006 · Übung
Tue11:40–13:20S311/006 · Vorlesung

Parts

18-ad-2020-vlLecture2 contact h/week
18-ad-2020-ueExercise1 contact h/week

Language: Deutsch
Taught by: Prof. Dr.-Ing. Jürgen Adamy, Dipl.-Ing. Kalina Olhofer-Karova

Course content

Fuzzy-Systeme: Grundlagen, regelbasierte Fuzzy-Logik, Entwurfsverfahren, Entscheidungsfindung, Fuzzy-Regelung, Mustererkennung, Diagnose; Neuronale Netze: Grundlagen, Multilayer-Perzeptrons, Radiale-Basisfunktionen-Netze, Mustererkennung, Identifikation, Regelung, Interpolation und Approximation; Neuro-Fuzzy: Optimierung von Fuzzy-Systemen, datengetriebene Regelgenerierung; Evolutionäre Algorithmen: Optimierungsaufgaben, Evolutionsstrategien und deren Anwendung, Genetische Algorithmen und deren Anwendung

Exam dates

2026-03-16 · 15:00–17:00 · S311/08 · Prüfung

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