Ambiguity in multicriteria quality decisions

Quality is becoming an issue of increasing strategic importance in business. The aim of this paper is to analyze quality from a decision-making perspective. Quality decisions are characterized by their ambiguity while their evaluation uses a multicriteria viewpoint. Fuzzy decision theory provides a conceptual framework to model decisions with these features. It enables the decision maker to add his/her own experience and any other type of information to that obtained from hard figures. This theory is applied to a set of quality decision alternatives which are evaluated using different criteria such as their impact on fixed costs, cost of quality, leadtime and flexibility. The approach provided in this paper can be extended to other quality decisions.

[1]  Edward J. Hay The just-in-time breakthrough : implementing the new manufacturing basics , 1988 .

[2]  Yoji Akao,et al.  Quality Function Deployment : Integrating Customer Requirements into Product Design , 1990 .

[3]  K. Ishikawa What Is Total Quality Control , 1985 .

[4]  R. D. Buzzell,et al.  Product Quality, Cost Position and Business Performance: A Test of Some Key Hypotheses , 1983 .

[5]  Evangelos Triantaphyllou,et al.  An evaluation of the eigenvalue approach for determining the membership values in fuzzy sets , 1990 .

[6]  Bilal M. Ayyub,et al.  Multi-attribute fuzzy decisions in construction strategies , 1992 .

[7]  J. Buckley Ranking alternatives using fuzzy numbers , 1985 .

[8]  S. M. Baas,et al.  Rating and ranking of multiple-aspect alternatives using fuzzy sets , 1976, at - Automatisierungstechnik.

[9]  Hans-Jürgen Zimmermann,et al.  Fuzzy Set Theory - and Its Applications , 1985 .

[10]  D. Garvin Competing on the Eight Dimensions of Quality , 1987 .

[11]  Huibert Kwakernaak,et al.  Rating and ranking of multiple-aspect alternatives using fuzzy sets , 1976, Autom..

[12]  M. Gupta,et al.  Theory of T -norms and fuzzy inference methods , 1991 .

[13]  J. Quelch,et al.  Quality Is More than Making a Good Product , 1983 .

[14]  Hamid Noori,et al.  Managing the Dynamics of New Technology: Issues in Manufacturing Management , 1990 .

[15]  Ronald A. Howard,et al.  Heathens, Heretics, and Cults: The Religious Spectrum of Decision Aiding , 1992 .

[16]  T. Saaty An exposition of the AHP in reply to the paper “remarks on the analytic hierarchy process” , 1990 .

[17]  R. Yager Fuzzy decision making including unequal objectives , 1978 .

[18]  Steven Wright Manufacturing strategy: Defining the missing link , 1984 .

[19]  Carol Reeves,et al.  DEFINING QUALITY: ALTERNATIVES AND IMPLICATIONS , 1994 .

[20]  Luis G. Vargas,et al.  Reply to “remarks on the analytic hierarchy process” by J. S. Dyer , 1990 .

[21]  L. Valverde,et al.  On Some Logical Connectives for Fuzzy Sets Theory , 1983 .

[22]  Yufei Yuan,et al.  Dealing with Fuzziness in Cost-Volume-Profit Analysis , 1990 .

[23]  J. Dyer Remarks on the analytic hierarchy process , 1990 .

[24]  M Williams,et al.  Managing Quality , 2018 .

[25]  Charles W. Hofer,et al.  Strategy formulation : analytical concepts , 1978 .

[26]  Hans-Jürgen Zimmermann,et al.  Fuzzy Set Theory and Mathematical Programming , 1986 .

[27]  Jyrki Wallenius,et al.  Comparative Evaluation of Some Interactive Approaches to Multicriterion Optimization , 1975 .

[28]  T. L. Saaty Exploring the interface between hierarchies, multiple objectives and fuzzy sets , 1978 .

[29]  Hans-Werner Kaas,et al.  Does Quality Pay , 1994 .

[30]  Madan M. Gupta,et al.  Approximate reasoning in decision analysis , 1982 .

[31]  Lotfi A. Zadeh,et al.  Fuzzy Sets , 1996, Inf. Control..

[32]  John B. Kidd,et al.  Toyota Production System , 1993 .

[33]  Marc Roubens,et al.  Multiple criteria decision making , 1994 .

[34]  H. Zimmermann Fuzzy programming and linear programming with several objective functions , 1978 .

[35]  Awni Zebda,et al.  THE INVESTIGATION OF COST VARIANCES: A FUZZY SET THEORY APPROACH* , 1984 .

[36]  W. Deming Quality, productivity, and competitive position , 1982 .

[37]  Hans-Jürgen Zimmermann,et al.  A method to control flexible manufacturing systems , 1989 .

[38]  Jayant V. Saraph,et al.  An Instrument for Measuring the Critical Factors of Quality Management , 1989 .

[39]  Thomas G. Gunn 21st century manufacturing : creating winning business performance , 1992 .

[40]  T. Saaty,et al.  The Analytic Hierarchy Process , 1985 .

[41]  Richard Bellman,et al.  Decision-making in fuzzy environment , 2012 .

[42]  Didier Dubois,et al.  New Results about Properties and Semantics of Fuzzy Set-Theoretic Operators , 1980 .