Electronic Resource

Computational Intelligence: A Methodological Introduction

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Penilaian

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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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Availability

Inventory Code	Barcode	Call Number	Location	Status
2008000210	EB0004545	006.3 Com	Central Library (Database Springer E-Book)	Available

Detail Information

Series Title

Texts in Computer Science

Call Number

006.3 Com

Publisher

Switzerland : Springer Cham., 2022

Collation

xiv, 639p.: Ill.

Language

English

ISBN/ISSN

978-3-030-42227-1

Classification

006.3

Content Type

Ebook

Media Type

-

Carrier Type

online resource

Edition

1

Subject(s)

Artificial intelligence

Specific Detail Info

-

Statement of Responsibility

RTS

Other version/related

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