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This title in other editions

Other titles in the Intelligent Systems Reference Library series:

Intelligent Systems Reference Library #02: Tree-Structure Based Hybrid Computational Intelligence: Theoretical Foundations and Applications

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Intelligent Systems Reference Library #02: Tree-Structure Based Hybrid Computational Intelligence: Theoretical Foundations and Applications Cover

 

Synopses & Reviews

Publisher Comments:

Research in computational intelligence is directed toward building thinking machines and improving our understanding of intelligence. As evident, the ultimate achievement in this field would be to mimic or exceed human cognitive capabilities including reasoning, recognition, creativity, emotions, understanding, learning and so on. In this book, the authors illustrate an hybrid computational intelligence framework and it applications for various problem solving tasks. Based on tree-structure based encoding and the specific function operators, the models can be flexibly constructed and evolved by using simple computational intelligence techniques. The main idea behind this model is the flexible neural tree, which is very adaptive, accurate and efficient. Based on the pre-defined instruction/operator sets, a flexible neural tree model can be created and evolved. This volume comprises of 6 chapters including an introductory chapter giving the fundamental definitions and the last Chapter provides some important research challenges. Academics, scientists as well as engineers engaged in research, development and application of computational intelligence techniques and data mining will find the comprehensive coverage of this book invaluable.

Synopsis:

This book illustrates a hybrid computational intelligence framework and its applications for problem solving. Based on tree-structure based encoding and the specific function operators, the models can be flexibly constructed using computational intelligence.

Table of Contents

Part I Foundations of Computational Intelligence.- Part II Flexible Neural Tress.- Part III Hierarchical Neural Networks.- Part IV Hierarchical Fuzzy Systems.- Part V Reverse Engineering of Dynamical Systems.

Product Details

ISBN:
9783642047381
Author:
Chen, Yuehui
Publisher:
Springer
Author:
Abraham, Ajith
Subject:
Intelligence (AI) & Semantics
Subject:
Computers-Reference - General
Subject:
Artificial Intelligence
Subject:
Computational intelligence
Subject:
flexible neural trees
Subject:
flexible neural trees networks
Subject:
Neural Networks
Subject:
Artificial Intelligence (incl. Robotics)
Copyright:
Edition Description:
Book
Series:
Intelligent Systems Reference Library
Series Volume:
02
Publication Date:
20091102
Binding:
HARDCOVER
Language:
English
Illustrations:
Y
Pages:
224
Dimensions:
235 x 155 mm 1090 gr

Related Subjects

Computers and Internet » Artificial Intelligence » General
Computers and Internet » Computers Reference » General

Intelligent Systems Reference Library #02: Tree-Structure Based Hybrid Computational Intelligence: Theoretical Foundations and Applications New Hardcover
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Product details 224 pages Springer - English 9783642047381 Reviews:
"Synopsis" by , This book illustrates a hybrid computational intelligence framework and its applications for problem solving. Based on tree-structure based encoding and the specific function operators, the models can be flexibly constructed using computational intelligence.
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