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Computational Intelligence

Eine Einführung

Language GermanGerman
Book Paperback
Book Computational Intelligence Oliver Kramer
Libristo code: 01570301
Publishers Springer, Berlin, November 2008
Computational Intelligence (CI) bezeichnet ein Teilgebiet der Künstlichen Intelligenz, das biologisc... Full description
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Computational Intelligence (CI) bezeichnet ein Teilgebiet der Künstlichen Intelligenz, das biologische inspirierte Modelle algorithmisch umsetzt. Evolutionäre Algorithmen orientieren sich an der darwinistischen Evolution und suchen mit Hilfe von Crossover, Mutation und Selektion eine optimale Lösung. Die Fuzzy-Logik ermöglicht als unscharfe Logik eine kognitive Modellierung von Wissen und Inferenzprozessen. Neuronale Netze imitieren funktionale Aspekte des Gehirns für Aufgaben wie Klassifikation und Mustererkennung. Neuere Ansätze der CI wie Reinforcement Learning ermöglichen, das Verhalten künstlicher Agenten in unbekannten Umgebungen zu steuern. Die Schwarmintelligenz modelliert Algorithmen, die auf Basis vieler einfacher Komponenten intelligente Leistungen vollführen. Zu guter Letzt lösen künstliche Immunsysteme eine Reihe von Problemen, ähnlich wie ihr biologisches Pendant. Ein kompakter und übersichtlicher mit vielen Beispielen gespickter Einstieg in die verschiedenen Verfahren der CI.

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About the book

Full name Computational Intelligence
Author Oliver Kramer
Language German
Binding Book - Paperback
Date of issue 2009
Number of pages 158
EAN 9783540797388
ISBN 3540797386
Libristo code 01570301
Publishers Springer, Berlin
Weight 192
Dimensions 127 x 203 x 9

Categories

Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering > Automatic control engineering > Robotics
Computing & Information Technology > Computer science > Artificial intelligence
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