NETWORK PRODUCTION PLANNING CONSIDERING UNDESIRABLE OUTPUTS: A FUZZY DATA ENVELOPMENT ANALYSIS APPROACH

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HOMAYOUNFAR M.; AMIRTEIMOORI A.R.

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Paper Information

Journal: Journal of Operational Research in its Applications Year:2016 | Volume:13 | Issue:1 (48) Page(s): 121-141

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Information Journal Paper

Title

NETWORK PRODUCTION PLANNING CONSIDERING UNDESIRABLE OUTPUTS: A FUZZY DATA ENVELOPMENT ANALYSIS APPROACH

Author(s)

HOMAYOUNFAR M. | AMIRTEIMOORI A.R. | Issue Writer Certificate

Keywords

DATA ENVELOPMENT ANALYSISQ3

EFFICIENCYQ2

PRODUCTION PLANNINGQ2

FUZZY LOGICQ2

UNDESIRABLE OUTPUTQ2

TWO-STAGE NETWORKQ2

Abstract

In recent decades, PRODUCTION PLANNING has been considered in many studies as one of the most important practices for achieving organizational objectives. Recently, DATA ENVELOPMENT ANALYSIS (DEA) has been applied as an effective approach to evaluate the relative EFFICIENCY of Decision Making Units (DMUs) and for developing production plans in terms of resource allocation and target setting. This paper reviewed the existing literature on DEA-based PRODUCTION PLANNING and developed a network PRODUCTION PLANNING model which takes the magnitude size of DMUs into account. Since the production information cannot be precisely measured in some cases, the uncertain theory has played an important role in PRODUCTION PLANNING. Thus, the main contribution of this paper is to develop a fuzzy network DEA-based approach for target setting in a centralized decision making environment, when the next production demands are uncertain. The new proposed model takes into account desirable and UNDESIRABLE OUTPUTs simultaneously. To illustrate the applicability of the proposed model, a data set of 13 production units in Guilan provinces is used. The results indicate that the proposed model is potentially beneficial.

Cites

A NEW DATA ENVELOPMENT ANALYSIS MODEL FOR EFFICIENCY MEASUREMENT OF DECISION MAKING UNITS WITH PARALLEL NETWORK STRUCTURE

References

AGGREGATE AND TWO STAGE EFFICIENCY OF BANK BRANCHES BY USING COMMON SET OF WEIGHTS ON FUZZY METHOD

Cite

APA: Copy

HOMAYOUNFAR, M., & AMIRTEIMOORI, A.R.. (2016). NETWORK PRODUCTION PLANNING CONSIDERING UNDESIRABLE OUTPUTS: A FUZZY DATA ENVELOPMENT ANALYSIS APPROACH. JOURNAL OF OPERATIONAL RESEARCH AND ITS APPLICATIONS (JOURNAL OF APPLIED MATHEMATICS), 13(1 (48)), 121-141. SID. https://sid.ir/paper/164507/en

Vancouver: Copy

HOMAYOUNFAR M., AMIRTEIMOORI A.R.. NETWORK PRODUCTION PLANNING CONSIDERING UNDESIRABLE OUTPUTS: A FUZZY DATA ENVELOPMENT ANALYSIS APPROACH. JOURNAL OF OPERATIONAL RESEARCH AND ITS APPLICATIONS (JOURNAL OF APPLIED MATHEMATICS)[Internet]. 2016;13(1 (48)):121-141. Available from: https://sid.ir/paper/164507/en

IEEE: Copy

M. HOMAYOUNFAR, and A.R. AMIRTEIMOORI, “NETWORK PRODUCTION PLANNING CONSIDERING UNDESIRABLE OUTPUTS: A FUZZY DATA ENVELOPMENT ANALYSIS APPROACH,” JOURNAL OF OPERATIONAL RESEARCH AND ITS APPLICATIONS (JOURNAL OF APPLIED MATHEMATICS), vol. 13, no. 1 (48), pp. 121–141, 2016, [Online]. Available: https://sid.ir/paper/164507/en

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