Title of article :
A fuzzy decision system for genetically modified plant environmental risk assessment using Mamdani inference
Author/Authors :
Camastra، نويسنده , , Francesco and Ciaramella، نويسنده , , Angelo and Giovannelli، نويسنده , , Valeria and Lener، نويسنده , , Matteo and Rastelli، نويسنده , , Valentina and Staiano، نويسنده , , Antonino and Staiano، نويسنده , , Giovanni and Starace، نويسنده , , Alfredo، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2015
Pages :
7
From page :
1710
To page :
1716
Abstract :
Environmental risk assessment (ERA) of the deliberate release of genetically modified plants (GMPs) is currently performed by human experts on the basis of own personal experience and knowledge. In this paper we describe a fuzzy decision system (FDS) for the ERA of GMPs, based on Mamdani fuzzy inference. The risk assessment in the FDS is obtained by using a fuzzy inference system (FIS), performed using jFuzzyLogic library. The FDS permits obtaining an evaluation process for the identification of potential impacts that can achieve one or more receptors through a set of migration paths. The decisions derived by FDS have been validated on real world cases by the human experts that are in charge of ERA. They have confirmed the reliability and correctness of the fuzzy system decisions.
Keywords :
Fuzzy decision system , genetically modified plants , risk assessment , Fuzzy Control Language , Mamdani fuzzy inference
Journal title :
Expert Systems with Applications
Serial Year :
2015
Journal title :
Expert Systems with Applications
Record number :
2355559
Link To Document :
بازگشت