A tool to design fuzzy decision trees for sustainability assessment

被引:34
作者
Bockstaller, Christian [1 ]
Beauchet, Sandra [2 ,3 ]
Manneville, Vincent [4 ]
Amiaud, Bernard [5 ]
Botreau, Raphaelle [6 ]
机构
[1] Univ Lorraine, INRA, LAE UMR1132, 28 Rue Herrlisheim,BP 20507, F-68000 Colmar, France
[2] Univ Bretagne Loire, GRAPPE USC1422, ESA, INRA, F-49070 Beaucouze, France
[3] ADEME, F-49000 Angers, France
[4] Inst Elevage, F-63170 Aubiere, France
[5] Univ Lorraine, INRA, EEF UMR1137, F-54500 Vandoeuvre Les Nancy, France
[6] Clermont Univ, Univ Lyon, VetAgro Sup, Herbivores UMR1213,INRA, F-63122 St Genes Champanelle, France
关键词
CONTRA; Multicriteria assessment; Indicator; Aggregation; Fuzzy logic; FISPRO; DEXi; EX ANTE ASSESSMENT; ENVIRONMENTAL-IMPACT; COMPOSITE INDICATORS; CROPPING SYSTEMS; MODEL; INDEXES; LOGIC; AID;
D O I
10.1016/j.envsoft.2017.07.011
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Assessment of sustainability is a multicriteria problem that addresses several criteria belonging to various themes structured in sustainability dimensions. There is the need for a relevant aggregation method in addition to the disaggregated indicators. To face this challenge, we developed a new aggregation method, CONTRA, which is based on a decision tree using fuzzy sets. We attempted to combine the advantages of previous tools like DEXi and FisPro that ensure simplicity, flexibility and transparency while limiting subjectivity in the design of decision trees. The results of two examples of implementation in the agricultural sector and a sensitivity test highlight the functionalities of the tool and its discrimination potential. The possibility offered by the tool to correct predetermined decision rules makes it possible to cope with compensation between input variables, an important issue in aggregation. The next step will be the finalisation of the Excel prototype in a user-friendly software. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:130 / 144
页数:15
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