Computational Intelligence: An Introduction Book

Name: Computational Intelligence: An Introduction, Computational Int
Brand: Wiley
SKU: 9780470035610
Price: 99.99 USD
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Computational Intelligence: An Introduction, Computational Intelligence: An Introduction, Second Edition offers an in-depth exploration into the adaptive mechanisms that enable intelligent behaviour in complex and changing environments. The main focus of this text is centred on the computatio, Computational Intelligence: An Introduction

3 out of 5 stars based on 2 reviews

Computational Intelligence: An Introduction
Written by author Andries P. Engelbrecht
Published by Wiley, John & Sons, Incorporated, November 2007
Computational Intelligence: An Introduction, Second Edition offers an in-depth exploration into the adaptive mechanisms that enable intelligent behaviour in complex and changing environments. The main focus of this text is centred on the computatio
Computational Intelligence: An Introduction, Second Edition offers an in-depth exploration into the adaptive mechanisms that enable intelligent behaviour in complex and changing environments. The main focus of this text is centred on the comput

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List of Figures
Preface
Pt. I Introduction 1
1 Introduction to Computational Intelligence 3
Pt. II Artificial Neural Networks 15
2 The Artificial Neuron 17
3 Supervised Learning Neural Networks 27
4 Unsupervised Learning Neural Networks 55
5 Radial Basis Function Networks 75
6 Reinforcement Learning 79
7 Performance Issues (Supervised Learning) 83
Pt. III Evolutionary Computing 121
8 Introduction to Evolutionary Computing 123
9 Genetic Algorithms 133
10 Genetic Programming 147
11 Evolutionary Programming 155
12 Evolutionary Strategies 161
13 Differential Evolution 167
14 Cultural Evolution 171
15 Coevolution 177
Pt. IV Swarm Intelligence 183
16 Particle Swarm Optimization 185
17 Ant Colony Optimization 199
Pt. V Fuzzy Systems 209
18 Fuzzy Systems 211
19 Fuzzy Inferencing Systems 225
20 Fuzzy Controllers 233
21 Rough Sets 239
22 Conclusion 245
Bibliography 247
Further Reading 269
A: Acronyms 271
B: Symbols 273
Index 281

Title: Computational Intelligence: An Introduction

Manufacturer:

Wiley

Item Number: 9780470035610

Publication Date: November 2007

Number: 22

Product Description: Full Name: Computational Intelligence: An Introduction; Short Name:Computational Intelligence

Universal Product Code (UPC): 9780470035610

WonderClub Stock Keeping Unit (WSKU): 9780470035610

Rating: 3/5 based on 2 Reviews

Image Location: https://wonderclub.com/images/covers/56/10/9780470035610.jpg

Category: Media >> Books

Weight: 0.200 kg (0.44 lbs)

Width: 6.950 cm (2.74 inches)

Heigh : 9.900 cm (3.90 inches)

Depth: 1.560 cm (0.61 inches)

Date Added: August 25, 2020, Added By: Ross

Date Last Edited: August 25, 2020, Edited By: Ross

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Computational Intelligence: An Introduction, <i>Computational Intelligence: An Introduction, Second Edition</i> offers an in-depth exploration into the adaptive mechanisms that enable intelligent behaviour in complex and changing environments. The main focus of this text is centred on the computatio, Computational Intelligence: An Introduction

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Computational Intelligence: An Introduction Book

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	List of Figures
	Preface
Pt. I	Introduction	1
1	Introduction to Computational Intelligence	3
Pt. II	Artificial Neural Networks	15
2	The Artificial Neuron	17
3	Supervised Learning Neural Networks	27
4	Unsupervised Learning Neural Networks	55
5	Radial Basis Function Networks	75
6	Reinforcement Learning	79
7	Performance Issues (Supervised Learning)	83
Pt. III	Evolutionary Computing	121
8	Introduction to Evolutionary Computing	123
9	Genetic Algorithms	133
10	Genetic Programming	147
11	Evolutionary Programming	155
12	Evolutionary Strategies	161
13	Differential Evolution	167
14	Cultural Evolution	171
15	Coevolution	177
Pt. IV	Swarm Intelligence	183
16	Particle Swarm Optimization	185
17	Ant Colony Optimization	199
Pt. V	Fuzzy Systems	209
18	Fuzzy Systems	211
19	Fuzzy Inferencing Systems	225
20	Fuzzy Controllers	233
21	Rough Sets	239
22	Conclusion	245
	Bibliography	247
	Further Reading	269
	A: Acronyms	271
	B: Symbols	273
	Index	281