ANALYSING PRICE, QUALITY AND LEAD TIME DECISIONS WITH THE HYBRID SOLUTION METHOD OF FUZZY LOGIC AND GENETIC ALGORITHM

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MAHMOUDI AMIN; SHAVANDI HASSAN; NOUHIA KHASHAYAR

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Journal: JOURNAL OF OPTIMIZATION IN INDUSTRIAL ENGINEERING (JOURNAL OF INDUSTRIAL ENGINEERING) Year:2012 | Volume:6 | Issue:1 (10) Page(s): 1-9

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Information Journal Paper

Title

ANALYSING PRICE, QUALITY AND LEAD TIME DECISIONS WITH THE HYBRID SOLUTION METHOD OF FUZZY LOGIC AND GENETIC ALGORITHM

Author(s)

MAHMOUDI AMIN | SHAVANDI HASSAN | NOUHIA KHASHAYAR | Issue Writer Certificate

Keywords

FUZZY LOGIC

LINGUISTIC VARIABLE

GENETIC ALGORITHM

PRICING

QUALITY LEVEL

LEAD TIME

Abstract

In this paper, the problem of determining the QUALITY LEVEL, LEAD TIME for order delivery and price of a product produced by a manufacturer is considered. In this problem the demand for the product is influenced by all three decision variables: price, LEAD TIME and QUALITY LEVEL. To formulate the demand function, a fuzzy rule base that estimates the demand value based on the three decision variables is developed. To do so, the linguistic knowledge of experts in the form of if-then rules is used to establish the fuzzy system. Moreover, in order to solve the problem, a GENETIC ALGORITHM integrating the fuzzy rule base is proposed. Finally, to support the validity of the proposed solution, a numerical study is provided.

Cites

A TUNNED-PARAMETER HYBRID ALGORITHM FOR DYNAMIC FACILITY LAYOUT PROBLEM WITH BUDGET CONSTRAINT USING GA AND SAA

References

A MULTI-OBJECTIVE FACILITY LOCATION MODEL WITH BATCH ARRIVALS: TWO PARAMETER-TUNED META-HEURISTIC ALGORITHMS

Cite

APA: Copy

MAHMOUDI, AMIN, SHAVANDI, HASSAN, & NOUHIA, KHASHAYAR. (2012). ANALYSING PRICE, QUALITY AND LEAD TIME DECISIONS WITH THE HYBRID SOLUTION METHOD OF FUZZY LOGIC AND GENETIC ALGORITHM. JOURNAL OF OPTIMIZATION IN INDUSTRIAL ENGINEERING (JOURNAL OF INDUSTRIAL ENGINEERING), 6(1 (10)), 1-9. SID. https://sid.ir/paper/624196/en

Vancouver: Copy

MAHMOUDI AMIN, SHAVANDI HASSAN, NOUHIA KHASHAYAR. ANALYSING PRICE, QUALITY AND LEAD TIME DECISIONS WITH THE HYBRID SOLUTION METHOD OF FUZZY LOGIC AND GENETIC ALGORITHM. JOURNAL OF OPTIMIZATION IN INDUSTRIAL ENGINEERING (JOURNAL OF INDUSTRIAL ENGINEERING)[Internet]. 2012;6(1 (10)):1-9. Available from: https://sid.ir/paper/624196/en

IEEE: Copy

AMIN MAHMOUDI, HASSAN SHAVANDI, and KHASHAYAR NOUHIA, “ANALYSING PRICE, QUALITY AND LEAD TIME DECISIONS WITH THE HYBRID SOLUTION METHOD OF FUZZY LOGIC AND GENETIC ALGORITHM,” JOURNAL OF OPTIMIZATION IN INDUSTRIAL ENGINEERING (JOURNAL OF INDUSTRIAL ENGINEERING), vol. 6, no. 1 (10), pp. 1–9, 2012, [Online]. Available: https://sid.ir/paper/624196/en

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