Path: Top -> Journal -> Telkomnika -> 2016 -> Vol 14, No 2A
The Strategies of Optimizing Fuzzy Petri Nets By Using An Improved Genetic Algorithm
The Strategies of Optimizing Fuzzy Petri Nets By Using An Improved Genetic Algorithm
Journal from gdlhub / 2016-11-05 05:48:45Oleh : Li Yang, Yue Xiao-bo, Telkomnika
Dibuat : 2016-06-01, dengan 1 file
Keyword : FPN; Fuzzy production rule; Fuzzy reasoning; Improved genetic algorithm
Url : http://journal.uad.ac.id/index.php/TELKOMNIKA/article/view/4342
It is very important for constructing a FPN (fuzzy petri net) to accurately find out all parameters of fuzzy production rules.In this paper,an improved genetic algorithm is introduced into the process of exploring the optimal parameters of a modified FPN.Realization of the algorithm do not depend on experiential data and requirements for the initial input of the FPN are not stringent.Simulation experiment shows that the parameters trained by the above algorithm are highly accurate and the FPN model constructed by these parameters possesses strong generalizing capability and self-adjusting purpose.
Deskripsi Alternatif :It is very important for constructing a FPN (fuzzy petri net) to accurately find out all parameters of fuzzy production rules.In this paper,an improved genetic algorithm is introduced into the process of exploring the optimal parameters of a modified FPN.Realization of the algorithm do not depend on experiential data and requirements for the initial input of the FPN are not stringent.Simulation experiment shows that the parameters trained by the above algorithm are highly accurate and the FPN model constructed by these parameters possesses strong generalizing capability and self-adjusting purpose.
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