Journal
EXPERT SYSTEMS WITH APPLICATIONS
Volume 42, Issue 3, Pages 1710-1716Publisher
PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.eswa.2014.09.041
Keywords
Fuzzy decision system; Mamdani fuzzy inference; Risk assessment; Genetically modified plants; Fuzzy Control Language
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Funding
- LIFE project MAN-GMP-ITA [LIFE08 NAT/IT/000334]
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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 RuzzyLogic 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. (C) 2014 Elsevier Ltd. All rights reserved.
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