WIT Press

An Intelligent System For Automated Mathematical Modelling And Simulation Of Dynamical Engineering Systems

Price

Free (open access)

Paper DOI

10.2495/AI960041

Volume

16

Pages

16

Published

1996

Size

75 kb

Author(s)

O. Castillo & P. Melin

Abstract

We describe in this paper a computer program for Automated Mathematical Modelling (AMM) and Automated Simulation (AS) of dynamical engineering systems using Artificial Intelligence (AI) techniques. This computer program is an implementation of a new method for AMM using Fuzzy Logic techniques and Fractal Theory, and a new method for AS using Expert Systems technology. Our new method for AMM consists of three main parts: Time Series Analysis, Developing a set of Admissible Models and Selecting the "Best" model. Our method for Time Series Analysis consists in the use of the fractal dimension of a set of points as a measure of the geometrical com

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