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Soft Computing - Integrating Evolutionary, Neural, and Fuzzy Systems (Paperback, Softcover reprint of hardcover 1st ed. 2001)
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Soft Computing - Integrating Evolutionary, Neural, and Fuzzy Systems (Paperback, Softcover reprint of hardcover 1st ed. 2001)
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Soft computing encompasses various computational methodologies,
which, unlike conventional algorithms, are tolerant of imprecision,
uncertainty, and partial truth. Soft computing technologies offer
adaptability as a characteristic feature and thus permit the
tracking of a problem through a changing environment. Besides some
recent developments in areas like rough sets and probabilistic
networks, fuzzy logic, evolutionary algorithms, and artificial
neural networks are core ingredients of soft computing, which are
all bio-inspired and can easily be combined synergetically.
This book presents a well-balanced integration of fuzzy logic,
evolutionary computing, and neural information processing. The
three constituents are introduced to the reader systematically and
brought together in differentiated combinations step by step. The
text was developed from courses given by the authors and offers
numerous illustrations as
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