One of the attractions of fuzzy logic is its utility in solving many real engineering problems. As many have realised, the major obstacles in building a real intelligent machine involve dealing with random disturbances, processing large amounts of imprecise data, interacting with a dynamically changing environment, and coping with uncertainty. Neural-fuzzy techniques help one to solve many of these problems.
Fuzzy Logic and Intelligent Systems reflects the most recent developments in neural networks and fuzzy logic, and their application in intelligent systems. In addition, the balance between theoretical work and applications makes the book suitable for both researchers and engineers, as well as for graduate students.
Author(s): M. Mizumoto (auth.)
Series: International Series in Intelligent Technologies 3
Edition: 1
Publisher: Springer Netherlands
Year: 1995
Language: English
Pages: 450
City: Boston
Tags: Mathematical Logic and Foundations; Artificial Intelligence (incl. Robotics); Operations Research/Decision Theory; Computer Science, general
Front Matter....Pages i-xiv
Improvement of Fuzzy Control Methods....Pages 1-16
Neural Networks and Fuzzy Basis Functions for Functional Approximation....Pages 17-67
Ordering Fuzzy Real Quantities....Pages 69-83
Fuzzy Logic Controllers for Aircraft Flight Control....Pages 85-124
A Classical Controller: A Special Case of The Fuzzy Logic Controller....Pages 125-155
Real Time Fuzzy Logic Controller for Balancing a Beam-and-Ball System....Pages 157-185
Design of Fuzzy Controllers Based on Frequency And Transient Characteristics....Pages 187-212
Fuzzy Inference Integrating 3D Measuring System with Adaptive Sensing Strategy....Pages 213-243
Robot Hand-Eye Coordination Based on Fuzzy Logic....Pages 245-269
Using FPGA Technique for Design and Implementation of a fuzzy Inference System....Pages 271-288
An Empirical Analysis of One Type of Direct Adaptive Fuzzy Control....Pages 289-309
Automatic Optimal Design of Fuzzy Systems Based on Universal Approximation and Evolutionary Programming....Pages 311-366
Intelligent Control Using Dynamic Neural Networks with Robotic Applications....Pages 367-408
Camcorder Operation Judgement Using a Neural Computing Approach....Pages 409-421
Model Reduction and Control of Multistage Flash (MSF) Desalinization Plants....Pages 423-445
Back Matter....Pages 447-450
