Home // SIMUL 2014, The Sixth International Conference on Advances in System Simulation // View article

Fuzzy Discrete-Event Systems Modeling and Simulation with Fuzzy Control Language and DEVS Formalism

Authors:
Jean Francois Santucci
Laurent Capocchi

Keywords: DEVS; Fuzzy systems; Modeling; Simulation; Discrete-event system

Abstract:
There is an increasing use of fuzzy data in the field of discrete-event system modeling. This paper deals with an approach based on the use of Fuzzy Control Language (FCL) allowing to facilitate the modeling and simulation of Discrete EVent Systems (DEVS) involving uncertainty. The main contribution of this paper is to integrate the Fuzzy Control Logic three basic steps (fuzzification, defuzzification, fuzzy rules) into DEVS models in a generic way using a FCL-based implementation. The implementation has been performed with the DEVSimPy environment through a classical example. The DEVSimPy modeling of the example highlights how the DEVS modeler can realize the three basic steps inside the DEVS transition functions.

Pages: 250 to 255

Copyright: Copyright (c) IARIA, 2014

Publication date: October 12, 2014

Published in: conference

ISSN: 2308-4537

ISBN: 978-1-61208-371-1

Location: Nice, France

Dates: from October 12, 2014 to October 16, 2014