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Fuzzy Logic, Neural Networks, and Evolutionary Computation, Vol. 115 »
Authors: Takeshi Furuhashi (Editor), Yoshiki Uchikawa
ISBN-13: 9783540619888, ISBN-10: 3540619887
Format: Paperback
Publisher: Springer-Verlag New York, LLC
Date Published: October 2007
Edition: (Non-applicable)
Author Biography: Takeshi Furuhashi
Book Synopsis
This book includes a selection of twelve carefully revised papers chosen from the papers accepted for presentation at the 4th IEEE/Nagoya-University World Wisepersons Workshop held in Nagoya in November 1995.
The combining of the technologies of fuzzy logic, neural networks, and evolutionary computation is expected to open up a new paradigm of machine learning for the realization of human-like information generating systems. The excellent papers presented are organized in sections on fuzzy and evolutionary computation, fuzzy and learning automata, fuzzy and neural networks, genetic algorithms, and CAM-brain.
Table of Contents
| The Design of Hybrid Fuzzy/Evolutionary Multiobjective Optimization Algorithms | 1 | |
| Structure Identification of Acquired Knowledge in Fuzzy Inference by Genetic Algorithms | 21 | |
| A Fuzzy Classifier System That Generates Linguistic Rules for Pattern Classification Problems | 35 | |
| Numerical Coding and Unfair Average Crossover in GA for Fuzzy Rule Extraction in Dynamic Environments | 55 | |
| Acquisition of Fuzzy Rules from DNA Coding Method | 73 | |
| Experimental Study on Acquisition of Optimal Action for Autonomous Mobile Robot to Avoid Moving Multiobstacles | 89 | |
| New Approaches on Structure Identification of Fuzzy Models: Case Study in an Electro-Mechanical System | 104 | |
| A Generic Fuzzy Neuron and Its Application to Motion Estimation | 144 | |
| Fizzy-Fuzzy Inferencing | 172 | |
| Multi-layer Perceptron Design Using Delaunay Triangulations | 188 | |
| A Genetic Algorithm for Planning Coal Purchase of a Real Electric Power Plant | 198 | |
| "CAM-BRAIN" ATR's Billion Neuron Artificial Brain Project - A Three Year Progress Report | 215 |
Subjects
Engineering
Robotics & Artificial Intelligence Evolutionary Computation & Genetic Algorithms
Engineering Robotics & Artificial Intelligence Neural Networks
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