Intro; Contents; Preface; Chapter 1; A Fuzzy RANSAC Algorithm Based on the Reinforcement Learning Concept for Modeling; Abstract; Introduction; Robust Estimation Techniques; LMedS Algorithm; RANSAC Algorithm; Fuzzy RANSAC Algorithm Based on the Reinforcement Learning Concept; Basic Motivation; Extended Sampling Method Based on Reinforcement; Learning Concept; Rewards for Robust Estimation; Proposed Modeling Procedures; Experimental Results; Performance Evaluation of Proposed Algorithm; Evaluation of Nonlinear Fuzzy Modeling; Camera Homography Modeling
Results Compared to Conventional RANSAC in Camera Homography ModelingResults Compared to LMedS in Camera Homography Modeling; Conclusion; References; Multivariable Fuzzy Hammerstein Model Identification from Evolving Data Clustering; Neural Network Approach to Solving Fully Fuzzy Nonlinear Systems; An Evolving Method Applied to the Multivariable Fuzzy Modeling from Experimental Data; Bibliography; Related Nova Publication; Fuzzy Control Systems: Design, Analysis and Performance Evaluation; Index; Blank Page