Computational Intelligence: A Methodological Introduction, 3rd Edition

Computational Intelligence: A Methodological Introduction (Texts in Computer Science) 3rd ed. 2022 Edition
Author: Rudolf Kruse,Sanaz Mostaghim,Christian Borgelt ,Christian Braune,Matthias Steinbrecher (Author)
Publisher Finelybook 出版社:Springer; 3rd ed. 2022 edition (March 29, 2022)
Language 语言:English
pages 页数:653 pages
ISBN-10 书号:3030422267
ISBN-13 书号:9783030422264

Book Description
Computational Intelligence: A Methodological Introduction (Texts in Computer Science), 3rd Edition

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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