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9781420024524

Modelling, Simulation and Control of Non-linear Dynamical Systems : An Intelligent Approach Using Soft Computing and Fractal Theory

by ;
  • ISBN13:

    9781420024524

  • ISBN10:

    1420024523

  • Copyright: 2001-10-25
  • Publisher: Taylor & Francis

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Summary

These authors use soft computing techniques and fractal theory in a new approach to mathematical modeling, simulation, and control of complexion-linear dynamical systems. First, a fuzzy-fractal approach is presented with examples in the PROLOG programming language, followed by a fuzzy-genetic approach to automated simulation of dynamical systems illustrated by examples in the MATLAB programming language. Finally, the authors combine a method using a neuro-fuzzy fractal approach with these other techniques. Researchers and graduate students will benefit from this text, as will professionals in biochemical processes, robotic systems, manufacturing, and the food industry.

Table of Contents

Introduction to Modeling, Simulation and Control of Non-linear Dynamical Systems
Fuzzy Logic for Modeling Neural Networks for Control
Genetic Algorithms and Fractal Theory for Modeling and Simulation
Fuzzy-Fractal Approach for Adaptive Model-Based Control
Advanced Applications of Automated Modeling and Simulation
Advanced Applications of Automated Mathematical Modeling and Simulation
Advanced Applications of Adaptive Model-Based Control
Table of Contents provided by Publisher. All Rights Reserved.

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