An interactive sorting approach based on the assignment examples of multiple decision makers with different priorities

Fu-ling, Cai; Liao, Xiuwu; Wang, Kanliang

doi:10.1007/s10479-011-0930-3

Cited by 23 publications

(10 citation statements)

References 51 publications

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“…When there is no value function compatible with preferences of all DMs, some linear programming techniques can be used to remove a minimal subset of inconsistent assignment examples. A similar approach was proposed by Cai et al (2012), though additionally accounting for the DMs' priorities. The latter ones intervene in the selection of a representative value function and in resolving inconsistency in the provided assignment examples.…”

Section: Review Of Multiple Criteria Sorting Group Decision Methodsmentioning

confidence: 99%

Multiple Criteria Assessment of Insulating Materials with a Group Decision Framework Incorporating Outranking Preference Model and Characteristic Class Profiles

et al. 2017

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We present a group decision making framework for evaluating sustainability of the insulating materials. We tested thirteen materials on a model that was applied to retrofit a traditional rural building through roof's insulation. To evaluate the materials from the socio-economic and environmental viewpoints, we combined life cycle costing and assessment with an adaptive comfort evaluation. In this way, the performances of each coating material were measured in terms of an incurred reduction of costs and consumption of resources, maintenance of the cultural and historic significance of buildings, and a guaranteed indoor thermal comfort. The comprehensive assessment of the materials involved their assignment to one of the three preferenceordered sustainability classes. For this purpose, we used a multiple criteria decision analysis approach that accounted for preferences of a few tens of rural buildings' owners. The proposed methodological framework incorporated an outranking-based preference model to compare the insulating materials with the characteristic class profiles while using the weights derived from the revised Simos procedure. The initial sorting recommendation for each material was validated against the outcomes of robustness analysis that combined the preferences of individual stakeholders either at the output or at the input level. The analysis revealed that the most favorable materials in terms of their overall sustainability were glass wool, hemp fibres, kenaf fibres, polystyrene foam, polyurethane, and rock wool. Electronic supplementary materialThe online version of this article (https://doi.org/10.1007/s10726-017-9549-3) contains supplementary material, which is available to authorized users. B Miłosz Kadziński

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Section: Review Of Multiple Criteria Sorting Group Decision Methodsmentioning

confidence: 99%

Multiple Criteria Assessment of Insulating Materials with a Group Decision Framework Incorporating Outranking Preference Model and Characteristic Class Profiles

et al. 2017

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“…Let us now justify the definition of l(x) and u(x) as in Equations (9) and (10). There are four possible cases to specify the values of l(x) and u(x).…”

Section: Step 5 Definition Of Assignment Intervalsmentioning

confidence: 99%

“…However, most multicriteria classification methods assume a single decision maker or a homogenous group of decision makers that acts as a single decision maker. Fortunately, several new methods and decision support systems for group multicriteria classification problems are now available in the literature, including [10] [48]. However, most of existing proposals fail to resolve several group decision making problems shortcomings.…”

Section: Introductionmentioning

confidence: 99%

Dominance-based rough set approach for group decisions

Chakhar

Ishizaka

Labib

et al. 2016

European Journal of Operational Research

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“…Greco et al (2012) and Kadziński, Greco, and Słowiński (2013) extended the robust ordinal regression to the sorting problem in the context of group decisionmaking. Cai, Liao, and Wang (2012) proposed an interactive sorting approach based on the assignment examples of multiple DMs with different priorities. Bezerra, Melo, and Costa (2014) applied the visual, interactive and comparative analysis methodology to the ELEC-TRE Tri method (Yu, 1992) for the consensus-building in cooperative groups.…”

Section: Introductionmentioning

confidence: 99%

A group decision-making approach based on evidential reasoning for multiple criteria sorting problem with uncertainty

Liu

Liao

Yang

2015

European Journal of Operational Research

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An interactive sorting approach based on the assignment examples of multiple decision makers with different priorities

Cited by 23 publications

References 51 publications

Multiple Criteria Assessment of Insulating Materials with a Group Decision Framework Incorporating Outranking Preference Model and Characteristic Class Profiles

Multiple Criteria Assessment of Insulating Materials with a Group Decision Framework Incorporating Outranking Preference Model and Characteristic Class Profiles

Dominance-based rough set approach for group decisions

A group decision-making approach based on evidential reasoning for multiple criteria sorting problem with uncertainty

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