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Specification of the State's Lifetime in the Devs Formalism by Fuzzy Controller

Abstract : This paper aims to develop a new approach to assess the duration of state in the DEVS formalism by fuzzy controller. The idea is to define a set of fuzzy rules obtained from observers or expert knowledge and to specify a fuzzy model which computes this duration, this latter is fed into the simulator to specify the new value in the model. In conventional model, each state is defined by a mean lifetime value whereas our method, calculates for each state the new lifetime according to inputs values. A wildfire case study is presented at the end of the paper. It is a challenging task due to its complex behavior, dynamical weather condition, and various variables involved. A global specification of the fuzzy controller and the forest fire model are presented in the DEVS formalism and comparison between conventional and fuzzy method is illustrated.
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https://hal-amu.archives-ouvertes.fr/hal-03643301
Contributor : MAAMAR EL AMINE HAMRI Connect in order to contact the contributor
Submitted on : Friday, April 15, 2022 - 3:57:26 PM
Last modification on : Saturday, April 16, 2022 - 3:39:10 AM

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Dahmani Youcef, Maamar El Amine Hamri. Specification of the State's Lifetime in the Devs Formalism by Fuzzy Controller. International journal of advanced information technology (IJAIT), 2013, 3 (2), pp.1-15. ⟨10.5121/ijait.2013.3201⟩. ⟨hal-03643301⟩

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