Computational Intelligence: Artificial intelligence, GOFAI, Fuzzy system, Artificial neural network, Evolutionary computation, Swarm intelligence, ... Theory, Artificial immune system, Wavelet - Softcover

 
9786130719500: Computational Intelligence: Artificial intelligence, GOFAI, Fuzzy system, Artificial neural network, Evolutionary computation, Swarm intelligence, ... Theory, Artificial immune system, Wavelet

Inhaltsangabe

Please note that the content of this book primarily consists of articles available from Wikipedia or other free sources online. Computational intelligence (CI) is an offshoot of artificial intelligence. As an alternative to GOFAI it rather relies on heuristic algorithms such as in fuzzy systems, neural networks and evolutionary computation. In addition, computational intelligence also embraces techniques that use Swarm intelligence, Fractals and Chaos Theory, Artificial immune systems, Wavelets, etc. Computational intelligence combines elements of learning, adaptation, evolution and Fuzzy logic (rough sets) to create programs that are, in some sense, intelligent. Computational intelligence research does not reject statistical methods, but often gives a complementary view (as is the case with fuzzy systems). Artificial neural networks is a branch of computational intelligence that is closely related to machine learning. Computational intelligence is further closely associated with soft computing, connectionist systems and cybernetics.

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Reseña del editor

Please note that the content of this book primarily consists of articles available from Wikipedia or other free sources online. Computational intelligence (CI) is an offshoot of artificial intelligence. As an alternative to GOFAI it rather relies on heuristic algorithms such as in fuzzy systems, neural networks and evolutionary computation. In addition, computational intelligence also embraces techniques that use Swarm intelligence, Fractals and Chaos Theory, Artificial immune systems, Wavelets, etc. Computational intelligence combines elements of learning, adaptation, evolution and Fuzzy logic (rough sets) to create programs that are, in some sense, intelligent. Computational intelligence research does not reject statistical methods, but often gives a complementary view (as is the case with fuzzy systems). Artificial neural networks is a branch of computational intelligence that is closely related to machine learning. Computational intelligence is further closely associated with soft computing, connectionist systems and cybernetics.

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9781447172949: Computational Intelligence: A Methodological Introduction (Texts in Computer Science)

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ISBN 10:  1447172949 ISBN 13:  9781447172949
Verlag: Springer, 2016
Hardcover