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El. knyga: Computational Intelligence And Its Applications: Evolutionary Computation, Fuzzy Logic, Neural Network And Support Vector Machine Techniques

Edited by (King's College London, Uk), Edited by (Univ Of Technology, Australia), Edited by (Univ Of Technology, Australia)
  • Formatas: 320 pages
  • Išleidimo metai: 17-Jul-2012
  • Leidėjas: Imperial College Press
  • Kalba: eng
  • ISBN-13: 9781908977076
Kitos knygos pagal šią temą:
  • Formatas: 320 pages
  • Išleidimo metai: 17-Jul-2012
  • Leidėjas: Imperial College Press
  • Kalba: eng
  • ISBN-13: 9781908977076
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This book focuses on computational intelligence techniques and their applications fast-growing and promising research topics that have drawn a great deal of attention from researchers over the years. It brings together many different aspects of the current research on intelligence technologies such as neural networks, support vector machines, fuzzy logic and evolutionary computation, and covers a wide range of applications from pattern recognition and system modeling, to intelligent control problems and biomedical applications. Fundamental concepts and essential analysis of various computational techniques are presented to offer a systematic and effective tool for better treatment of different applications, and simulation and experimental results are included to illustrate the design procedure and the effectiveness of the approaches.
Preface v
Evolutionary Computation and its Applications
1(58)
1 Maximal Margin Algorithms for Pose Estimation
3(20)
Ying Guo
Jiaming Li
2 Polynomial Modeling in a Dynamic Environment based on a Particle Swarm Optimization
23(16)
Kit Yan Chan
Tharam S. Dillon
3 Restoration of Half-toned Color-quantized Images Using Particle Swarm Optimization with Multi-wavelet Mutation
39(20)
Prank H.F. Leung
Benny C.W. Yeung
Y.H. Chan
Fuzzy Logics and their Applications
59(28)
4 Hypoglycemia Detection for Insulin-dependent Diabetes Mellitus: Evolved Fuzzy Inference System Approach
61(26)
S.H. Ling
P.P. San
H.T. Nguyen
Neural Networks and their Applications
87(124)
5 Study of Limit Cycle Behavior of Weights of Perceptron
89(12)
C.Y.F. Ho
B.W.K. Ling
6 Artificial Neural Network Modeling with Application to Nonlinear Dynamics
101(26)
Yi Zhao
7 Solving Eigen-problems of Matrices by Neural Networks
127(56)
Yiguang Liu
Zhisheng You
Bingbing Liu
Jiliu Zhou
8 Automated Screw Insertion Monitoring Using Neural Networks: A Computational Intelligence Approach to Assembly in Manufacturing
183(28)
Bruno Lara
Lakmal D. Seneviratne
Kaspar Althoefer
Support Vector Machines and their Applications
211(94)
9 On the Applications of Heart Disease Risk Classification and Hand-written Character Recognition using Support Vector Machines
213(42)
S.R. Alty
H.K. Lam
J. Prada
10 Nonlinear Modeling Using Support Vector Machine for Heart Rate Response to Exercise
255(16)
Weidong Chen
Steven W. Su
Yi Zhang
Ying Guo
Nghir Nguyen
Branko G. Celler
Hung T. Nguyen
11 Machine Learning-based Nonlinear Model Predictive Control for Heart Rate Response to Exercise
271(16)
Yi Zhang
Steven W. Su
Branko G. Celler
Hung T. Nguyen
12 Intelligent Fault Detection and Isolation of HVAC System Based on Online Support Vector Machine
287(18)
Davood Dehestani
Ying Guo
Sai Ho Ling
Steven W. Su
Hung T. Nguyen
Index 305