ISBN-10:
3642095151
ISBN-13:
9783642095153
Pub. Date:
11/19/2010
Publisher:
Springer Berlin Heidelberg
Computational Intelligence: Methods and Techniques / Edition 1

Computational Intelligence: Methods and Techniques / Edition 1

by Leszek Rutkowski
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Product Details

ISBN-13: 9783642095153
Publisher: Springer Berlin Heidelberg
Publication date: 11/19/2010
Edition description: Softcover reprint of hardcover 1st ed. 2008
Pages: 514
Product dimensions: 6.10(w) x 9.25(h) x 0.36(d)

Table of Contents

Selected issues of artificial intelligence.- Methods of knowledge representation using rough sets.- Methods of knowledge representation using type-1 fuzzy sets.- Methods of knowledge representation using type-2 fuzzy sets.- Neural networks and their learning algorithms.- Evolutionary algorithms.- Data clustering methods.- Neuro-fuzzy systems of Mamdani, logical and Takagi-Sugeno type.- Flexible neuro-fuzzy systems.

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5 out of 5 based on 0 ratings. 1 reviews.
Anonymous More than 1 year ago
Treatment of type-2 logic and rough sets particularly inviting.
Usable treatment of Neural networks with minimum Mathematics.
(Irritant:At two place derivation of formulas are left incomplete).
Excellent coverage of evolutionary techniques with enough rigor.
Clustering: Details are skipped, but still usable.