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Intelligent Systems

A Modern Approach, Intelligent Systems Reference Library 17

Erschienen am 29.07.2011, 1. Auflage 2011
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Bibliografische Daten
ISBN/EAN: 9783642210037
Sprache: Englisch
Umfang: xiv, 450 S.
Einband: gebundenes Buch

Beschreibung

InhaltsangabeChapter 1: Modern Computational Intelligence: A Gentle Introduction.-.-Chapter 2: Problem solving by search.-Chapter 3: Informed (Heuristic) search.-Chapter 4: Iterative Search.-Chapter 5: Adversarial search.-Chapter 6: Knowledge representation and reasoning.-Chapter 7: Rule-based expert systems.-Chapter 8: Managing uncertainty in rule based expert systems.-Chapter 9: Fuzzy Expert Systems.-Chapter 10: Machine Learning.-Chapter 11: Decision Trees.-Chapter 12: Artificial Neural Networks.-Chapter 13: Advanced Artificial Neural Networks.-Chapter 14: Evolutionary Algorithms.-Chapter 15: Evolutionary Metaheuristics.-Chapter 16: Swarm Intelligence.-Chapter 17: Hybrid Intelligent Systems.

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