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Conceptual design evaluation using interval type-2 fuzzy information axiom

Akay, Diyar; Kulak, Osman; Henson, Brian


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      {
        "affiliation": "Gazi Univ, Dept Ind Engn, TR-06570 Ankara, Turkey", 
        "name": "Akay, Diyar"
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      {
        "affiliation": "Pamukkale Univ, Dept Ind Engn, TR-20070 Denizli, Turkey", 
        "name": "Kulak, Osman"
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      {
        "affiliation": "Univ Leeds, Dept Mech Engn, Leeds LS2 9JT, W Yorkshire, England", 
        "name": "Henson, Brian"
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    "description": "Concept selection is the most critical part of the design process as it determines the direction of subsequent design stages. In addition, it is a difficult task because available information for decision-making at this stage is imprecise and subjective. This necessitates the need for fuzzy decision models for selecting the best conceptual design among a set of alternatives. Although ordinary fuzzy sets cover uncertainties of linguistic words to some extent, it is recommended to use interval type-2 fuzzy sets (IT2FS) to capture potential uncertainties of words. This paper presents a new concept selection methodology that extends the fuzzy information axiom (RA) approach to incorporate IT2FS5. The proposed methodology is called interval-type-2 fuzzy information axiom (IT2-FIA). IT2-FIA method is also enriched by using ordered weighted geometric aggregation operator to include the decision maker's attitude during the aggregation process. A case study is given to demonstrate the potential of the methodology. (C) 2010 Elsevier B.V. All rights reserved.", 
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      "issue": "2", 
      "pages": "138-146", 
      "title": "COMPUTERS IN INDUSTRY", 
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