Fuzzy Modeling and Control. Methods, Applications and Research

✍ Scribed by Terrell Harvey, Dallas Mullins (eds.)

• Publisher: Nova
• Year: 2018
• Tongue: English
• Leaves: 166
• Category: Library

✦ Table of Contents

Contents......Page 3
Preface......Page 4
1 Fuzzy RANSAC Algorithm based on Reinforcement Learning......Page 7
Intro......Page 8
Robust Estimation Techniques......Page 9
Fuzzy RANSAC Algorithm based on Reinforcement Learning......Page 11
Experimental Results......Page 16
Refs......Page 27
2 Multivariable Fuzzy Hammerstein Model Identification from Evolving Data Clustering......Page 29
Intro......Page 30
State Space Hammerstein Modeling......Page 31
Computational Results......Page 41
Refs......Page 49
3 Neural Network Approach to fully Fuzzy Nonlinear Systems......Page 51
Intro......Page 52
Preliminaries......Page 53
Fuzzy Solution Estimation with NNs......Page 55
Applications......Page 62
Refs......Page 72
4 Evolving Method applied to Multivariable Fuzzy Modeling from Experimental Data......Page 75
Intro......Page 76
Evolving Fuzzy Takagi-Sugeno State Space Modeling......Page 77
Experimental Results......Page 85
Refs......Page 90
Biblio......Page 92
Related Publication......Page 163
Index......Page 164