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Tables of Contents for Computational Intelligence in Control
Chapter/Section Title
Page #
Page Count
Preface
vi
SECTION I: NEURAL NETWORKS DESIGN, CONTROL AND ROBOTICS APPLICATION
Designing Neural Network Ensembles by Minimising Mutual Information
1
21
Yong Liu
Xin Yao
Tetsuya Higuchi
A Perturbation Size-Independent Analysis of Robustness in Neural Networks by Randomized Algorithms
22
19
C. Alippi
Helicopter Motion Control Using a General Regression Neural Network
41
28
T. G. B. Amaral
M. M. Crisostomo
V. Fernao Pires
A Biologically Inspired Neural Network Approach to Real-Time Map Building and Path Planning
69
19
Simon X. Yang
SECTION II: HYBRID EVOLUTIONARY SYSTEMS FOR MODELLING, CONTROL AND ROBOTICS APPLICATIONS
Evolutionary Learning of Fuzzy Control in Robot-Soccer
88
16
P.J. Thomas
R.J. Stonier
Evolutionary Learning of a Box-Pushing Controller
104
18
Pieter Spronck
Ida Sprinkhuizen-Kuyper
Eric Postma
Rens Kortmann
Computational Intelligence for Modelling and Control of Multi-Robot Systems
122
14
M. Mohammadian
Integrating Genetic Algorithms and Finite Element Analyses for Structural Inverse Problems
136
12
D.C. Panni
A.D. Nurse
SECTION III: FUZZY LOGIC AND BAYESIAN SYSTEMS
On the Modelling of a Human Pilot Using Fuzzy Logic Control
148
20
M. Gestwa
J.-M. Bauschat
Bayesian Agencies in Control
168
15
Anet Potgieter
Judith Bishop
SECTION IV: MACHINE LEARNING, EVOLUTIONARY OPTIMISATION AND INFORMATION RETRIEVAL
Simulation Model for the Control of Olive Fly Bactrocera Oleae Using Artificial Life Technique
183
14
Hongfei Gong
Agostinho Claudio da Rosa
Applications of Data-Driven Modelling and Machine Learning in Control of Water Resources
197
21
D.P. Solomatine
Solving Two Multi-Objective Optimization Problems Using Evolutionary Algorithm
218
15
Ruhul A. Sarker
Hussein A. Abbass
Charles S. Newton
Flexible Job-Shop Scheduling Problems: Formulation, Lower Bounds, Encoding and Controlled Evolutionary Approach
233
29
Imed Kacem
Slim Hammadi
Pierre Borne
The Effect of Multi-Parent Recombination on Evolution Strategies for Noisy Objective Functions
262
17
Yoshiyuki Matsumura
Kazuhiro Ohkura
Kanji Ueda
On Measuring the Attributes of Evolutionary Algorithms: A Comparison of Algorithms Used for Information Retrieval
279
22
J.L. Fernandez-Villacanas Martin
P. Marrow
M. Shackleton
Design Wind Speeds Using Fast Fourier Transform: A Case Study
301
20
Z. Ismail
N. H. Ramli
Z. Ibrahim
T. A. Majid
G. Sundaraj
W. H. W. Badaruzzaman
About the Authors
321
12
Index
333