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Paper Information

Journal:   JOURNAL OF OPTIMIZATION IN INDUSTRIAL ENGINEERING (JOURNAL OF INDUSTRIAL ENGINEERING)   WINTER 2012 , Volume 6 , Number 1 (10); Page(s) 1 To 9.
 
Paper: 

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
 
* FACULTY OF INDUSTRIAL AND MECHANICAL ENGINEERING, QAZVIN BRANCH, ISLAMIC AZAD UNIVERSITY, QAZVIN, IRAN
 
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.
 
Keyword(s): FUZZY LOGIC, LINGUISTIC VARIABLE, GENETIC ALGORITHM, PRICING, QUALITY LEVEL, LEAD TIME
 
 
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APA: Copy

MAHMOUDI, A., & SHAVANDI, H., & NOUHIA, K. (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. https://www.sid.ir/en/journal/ViewPaper.aspx?id=377377



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). 2012 [cited 2022January26];6(1 (10)):1-9. Available from: https://www.sid.ir/en/journal/ViewPaper.aspx?id=377377



IEEE: Copy

MAHMOUDI, A., SHAVANDI, H., NOUHIA, K., 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), [online] 6(1 (10)), pp.1-9. Available: https://www.sid.ir/en/journal/ViewPaper.aspx?id=377377.



 
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