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Fuzzy Production Planning and its Application to Decision Making

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Abstract

This paper presents new methods for solving a production-planning problem. First the modified s-curve membership function as a methodology is constructed. Then fuzzy production planning problems with vagueness parameters alpha and fuzzy objective coefficients, fuzzy technical coefficients and fuzzy resource variables are outlined. The objective of this paper is to find a satisfactory solution for optimal profit in which vagueness is playing major factor in selecting the solution. Finally a practical application of decision-making in production planning is illustrated.

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References

  • C. Carlsson P. Korhonen (1986) ArticleTitleA parametric approach to fuzzy linear programming Fuzzy Sets and Systems. 20 17–30 Occurrence Handle10.1016/S0165-0114(86)80028-8

    Article  Google Scholar 

  • J.A. Goguen (1969) ArticleTitleThe logic of inexact concepts Syntheses. 19 325–373

    Google Scholar 

  • M. Inuiguchi H. Ichihashi Y. Kume (1990) ArticleTitleA solution algorithm for fuzzy linear programming with piecewise linear membership functions Fuzzy Sets and Systems. 34 15–31 Occurrence Handle10.1016/0165-0114(90)90123-N

    Article  Google Scholar 

  • E. L. Hannan (1981) ArticleTitleLinear programming with multiple fuzzy goals Fuzzy Sets and Systems. 6 235–248 Occurrence Handle10.1016/0165-0114(81)90002-6

    Article  Google Scholar 

  • C. F. Hu S. C. Fang (1999) ArticleTitleSolving fuzzy inequalities with piecewise linear membership functions IEEE Transaction on Fuzzy Systems. 7 230–235

    Google Scholar 

  • H. Leberling (1981) ArticleTitleOn finding compromise solutions in multicriteria problems using the fuzzy min-operator Fuzzy Sets and Systems. 6 105–118 Occurrence Handle10.1016/0165-0114(81)90019-1

    Article  Google Scholar 

  • N. Nowakowska (1977) ArticleTitleMethodological problems of measurement of fuzzy concepts in the social sciences Behavioral Science. 22 107–115

    Google Scholar 

  • M. Sakawa (1983) ArticleTitleInteractive computer program for fuzzy linear programming with multiple objectives Journal of Man-Machine Stud. 18 489–503

    Google Scholar 

  • Tabucanon M. T. (1996). Multi objective programming for industrial engineers. In Mathematical Programming for Industrial Engineers, M. Avriel, B., Golany, (eds), Marcel Dekker, Inc., New York, pp. 487–542.

  • Vasant P.M. (2002a). A Methodology of Decision Making in an Industrial Production Planning Using Interactive Fuzzy Linear Programming. M. Sc. Thesis., University Malaysia Sabah.

  • P.M. Vasant R. Nagarajan Y. Sazali (2002) ArticleTitleFuzzy linear programming: a modern tool for decision making Jurnal Teknologi 37 31–44

    Google Scholar 

  • P. M. Vasant (2003) ArticleTitleApplication of fuzzy linear programming in production planning Fuzzy Optimization and Decision Making 3 229–241

    Google Scholar 

  • P. M Vasant N. N. Barsoum (2005) ArticleTitleFuzzy optimization of unit products in mix-products selection problem using FLP approach Soft Computing – A Fusion of Foundations, Methodologies and Applications. 10 144–151

    Google Scholar 

  • J. Watada (1997) ArticleTitleFuzzy portfolio selection and its applications to decision making Tatra Mountains Mathematics Publication. 13 219–248

    Google Scholar 

  • L.A. Zadeh (1971) ArticleTitleSimilarity relations and fuzzy orderings Information Science. 3 177–206

    Google Scholar 

  • H. J. Zimmermann (1976) ArticleTitleDescription and optimization of fuzzy systems International Journal General Systems. 2 209–215

    Google Scholar 

  • H. J. Zimmermann (1978) ArticleTitleFuzzy programming and linear programming with several objective functions Fuzzy Sets and Systems 1 45–55 Occurrence Handle10.1016/0165-0114(78)90031-3

    Article  Google Scholar 

Download references

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Correspondence to Pandian M. Vasant.

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Vasant, P.M. Fuzzy Production Planning and its Application to Decision Making. J Intell Manuf 17, 5–12 (2006). https://doi.org/10.1007/s10845-005-5509-x

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  • DOI: https://doi.org/10.1007/s10845-005-5509-x

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