Model for selecting a route for the transport of hazardous materials using a fuzzy logic system
Introduction/purpose: The paper presents a model for the selection of a route for the transport of hazardous materials using fuzzy logic systems, as a type of artificial intelligence systems. The system presented in the paper is a system for assistance in the decisionmaking process of the traffic...
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| Autores principales: | , , |
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| Formato: | article |
| Lenguaje: | EN |
| Publicado: |
University of Defence in Belgrade
2021
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| Materias: | |
| Acceso en línea: | https://doaj.org/article/37e877db19464af2b312466fde9a3783 |
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| Sumario: | Introduction/purpose: The paper presents a model for the selection of a
route for the transport of hazardous materials using fuzzy logic
systems, as a type of artificial intelligence systems. The system
presented in the paper is a system for assistance in the decisionmaking process of the traffic service authorities when choosing one of
several possible routes on a particular path when transporting
hazardous materials.
Methods: The route evaluation is performed on the basis of five criteria.
Each input variable is represented by three membership functions, and
the output variable is defined by five membership functions. All rules in
a fuzzy logic system are determined by applying the method of weight
premise aggregation (ATPP), which allows the formation of a database
based on experience and intuition. Based on the number of input
variables and the number of their membership functions, the basic
base of 243 rules is defined. Three experts from the Ministry of
Defense were interviewed to determine the weighting coefficients of
the membership functions, and the values of the coefficients were
determined using the Full Consistency Method (FUCOM).
Results: A user program which enables the practical application of this
model has been created for the developed fuzzy logic system.
Conclusion: The user platform was developed in the Matlab 2008b
software package. |
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