Computational Intelligence: A Methodological Introduction (Texts in Computer Science) Ed 3 free ebook download.

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Computational Intelligence: A Methodological Introduction (Texts in Computer Science) Ed 3 free ebook download

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Computer Science

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Author(s):	Rudolf Kruse

Date:	2021	Format:	pdf	Language:	English	ISBN/ASIN:	3030422267
Pages:	653	OCR:		Quality:		ISBN13:
Uploader:	alex21s	Upload Date:	4/4/2022 10:30:32 PM

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This textbook provides a clear and logical introduction to the field, covering the fundamental concepts, algorithms and practical implementations behind efforts to develop systems that exhibit intelligent behavior in complex environments. This enhanced third edition has been fully revised and expanded with new content on deep learning, scalarization methods, large-scale optimization algorithms, and collective decision-making algorithms.

Features: provides supplementary material at an associated website  contains numerous classroom-tested examples and definitions throughout the text  presents useful insights into all that is necessary for the successful application of computational intelligence methods  explains the theoretical background underpinning proposed solutions to common problems  discusses in great detail the classical areas of artificial neural networks, fuzzy systems and evolutionary algorithms  reviews the latest developments in the field, covering such topics as ant colony optimization and probabilistic graphical models.
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Tags: Computational Computer Intelligence Introduction Methodological Science Texts

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