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Risk analysis in a production inventory model with fuzzy demand, variable production rate and production time dependent selling price

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Abstract

In this paper a production inventory model of a single item with a variable production rate and production time dependent selling price has been introduced. Realistically it is seen that for any business concern, demand is always uncertain. Henceforth, in this model, demand of an item has been assumed to be fuzzy but its membership function is not known in prior. It is also considered that the production rate is a decreasing function of the inverse efficiency of the system. Under these circumstances, a profit function of the model has been formulated. As demand is fuzzy with unknown membership function, hence to get expected maximum profit, the diffusion method including possibility probability distribution has been used and the risk estimation values for failure to attain different profit levels have been evaluated. Finally the proposed model has been demonstrated taking a numerical example and a comparison among different types of demand such as crisp, fuzzy with triangular and trapezoidal membership value and fuzzy with unknown membership value have been shown.

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References

  1. Baker, R.C., Urban, T.L.: A deterministic inventory system with an inventory level dependent demand rate. J. Oper. Res. Soc. 39, 823–831 (1988)

    Article  Google Scholar 

  2. Chang, H.C.: An application of fuzzy sets theory to the EOQ model with imperfect quality items. Comput. Oper. Res. 31, 2079–2092 (2004)

    Article  Google Scholar 

  3. Chang, H.C., Yao, J.S., Ouyang, L.Y.: Fuzzy mixture inventory model involving fuzzy random variable lead time demand and fuzzy total demand. Eur. J. Oper. Res. 169, 65–80 (2006)

    Article  Google Scholar 

  4. Datta, T.K., Paul, K.: An inventory system with stock dependent, price sensitive demand rate. Prod. Plan. Control. 12, 13–20 (2001)

    Article  Google Scholar 

  5. Harris, F.: Operations and Cost. Factory Management Service. A.W. Shaw Co, Chicago (1915)

    Google Scholar 

  6. Huang, C.F., Moraga, C.: A Fuzzy risk model and its matrix algorithm. Int. J. Uncertain. Fuzzyness Knowl. Based Syst. 10, 347–362 (2002)

    Article  Google Scholar 

  7. Huang, C.F.: A demonastration of reliability of the Interior Outer set model. Int. J. Gen. Syst. 33 (2–3), 205–222 (2002)

    Google Scholar 

  8. Liu, B., Liu, Y.K.: Expected value of fuzzy variable and fuzzy expected value model. IEEE Trans. Fuzzy Syst. 10 (4), 445–450 (2002)

    Article  Google Scholar 

  9. Mandal, B.N., Phaujdar, S.: An inventory model for deteriorating items and stock dependent consumption rate. J. Oper. Res. Soc. 40, 483–488 (1989)

    Article  Google Scholar 

  10. Manna, S.K., Chaudhuri, K.S.: An EOQ model with ramp type demand rate, time dependent deterioration rate, unit production cost and shortages. Eur. J. Oper. Res. 171, 557–566 (2006)

    Article  Google Scholar 

  11. Ouyang, L.Y., Yao, J.S.: A minimax distribution free procedure for mixed inventory model involving variable lead time with fuzzy demand. Comput. Oper. Res. 29, 471–487 (2002)

    Article  Google Scholar 

  12. Shen, Q., Zhao, R.Q.: Risk assessment of serious crime with fuzzy random theory. Inf. Sci. 180 (22), 4401–4411 (2010)

    Article  Google Scholar 

  13. Teng, J.T., Chang, C.T.: Economic production quantity models for deteriorating items with price and stock dependent demand. Comput. Oper. Res. 32, 297–308 (2005)

    Article  Google Scholar 

  14. Wu, D.D., Zhang, Y., Wu, D., Olson, D.L.: Fuzzy multi-objective programming for supplier selection and risk modeling: A possibility approach. Eur. J. Oper. Res. 200, 774–787 (2010)

    Article  Google Scholar 

  15. Zadeh, L.A.: Fuzzy Sets Inf. Control. 8, 338–356 (1965)

    Article  Google Scholar 

  16. Zhang, R., Kaku, I., Xiao, Y.: Deterministic EOQ with partial backordering and correlated demand caused by cross-selling. Eur. J. Oper. Res. 210, 537–551 (2011)

    Article  Google Scholar 

  17. Zou, Q., Zhou, J., Zhou, C., Guo, J., Deng, W., Deng, M., Liao, L.: Fuzzy risk analysis of flood disasters based on diffused interior outer set model: Expert Systems with Applications 39, 6213–6220 (2012)

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Correspondence to Kartik Patra or Shyamal Kumar Mondal.

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Patra, K., Mondal, S.K. Risk analysis in a production inventory model with fuzzy demand, variable production rate and production time dependent selling price. OPSEARCH 52, 505–529 (2015). https://doi.org/10.1007/s12597-014-0189-y

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