Modelling, simulation and control of non-linear dynamical systems : an intelligent approach using soft computing and fractal theory /

This book/disk package presents a unified view of mathematical modeling, simulation, and control for complex nonlinear dynamical systems using soft computing techniques and fractal theory, for scientists and engineers and for advanced students. New fuzzy-fractal, fuzzy-genetic, and neuro-fuzzy-fract...

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Bibliographic Details
Main Author:	Melin, Patricia, 1962-
Corporate Author:	Taylor & Francis
Other Authors:	Castillo, Oscar, 1959-
Format:	eBook
Language:	English
Published:	London ; New York : Taylor & Francis, 2002.
Series:	Numerical insights ; v. 2.
Subjects:	Nonlinear theories. Control theory. Soft computing. Dynamics. Fractals. Théories non linéaires. Théorie de la commande. Informatique douce. Dynamique. Fractales. fractals. SCIENCE > System Theory. Control theory Dynamics Fractals Nonlinear theories Soft computing Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

Chapter 1 Introduction to Modelling, Simulation and Control of Non-Linear Dynamical Systems
chapter 2 Fuzzy Logic for Modelling
chapter 3 Neural Networks for Control
chapter 4 Genetic Algorithms and Fractal Theory for Modelling and Simulation
chapter 5 Fuzzy-Fractal Approach for Automated Mathematical Modelling
chapter 6 Fuzzy-Genetic Approach for Automated Simulation
chapter 7 Neuro-Fuzzy Approach for Adaptive Model-Based Control
chapter 8 Advanced Applications of Automated Mathematical Modelling and Simulation
chapter 9 Advanced Applications of Adaptive Model-Based Control.