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portada Computational Intelligence: A Methodological Introduction
Type
Physical Book
Publisher
Language
Inglés
Pages
639
Format
Hardcover
Dimensions
23.4 x 15.6 x 3.5 cm
Weight
1.09 kg.
ISBN13
9783030422264
Edition No.
0003

Computational Intelligence: A Methodological Introduction

Rudolf Kruse (Author) · Sanaz Mostaghim (Author) · Christian Borgelt (Author) · Springer · Hardcover

Computational Intelligence: A Methodological Introduction - Kruse, Rudolf ; Mostaghim, Sanaz ; Borgelt, Christian

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£ 104.84

  • Condition: New
Origin: U.S.A. (Import costs included in the price)
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Synopsis "Computational Intelligence: A Methodological Introduction"

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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The book is written in English.
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