Year 2018, Volume 19, Issue 1, Pages 58 - 82 2018-03-31

MULTIPLE CRITERIA DECISION MAKING APPROACH FOR INDUSTRIAL ENGINEER SELECTION USING FUZZY AHP-FUZZY TOPSIS

Derya Deliktaş [1] , Özden ÜSTÜN [2]

235 508

In this study, a fuzzy multiple criteria decision-making approach is proposed to select an industrial engineer among ten candidates in a manufacturing environment. The industrial engineer selection problem is a special case of the personal selection problem. This problem, which has hierarchical structure of criteria and many decision makers, contains many criteria. The evaluation process of decision makers also includes ambiguous parameters. The fuzzy AHP is used to determine the weights for evaluation criteria. The consistencies of pair-wise comparisons matrices are controlled and a crisp overall performance value is obtained for each candidate based on the Best Non-fuzzy Performance Value. The sensitivity of the candidates’ overall performance values is analyzed by taking into account both the weight of decision makers and the weights of basis criteria. The candidates are also evaluated by fuzzy TOPSIS method and the result obtained by fuzzy AHP is compared with the result achieved by fuzzy TOPSIS.

Personnel Selection, Fuzzy MCDM, Fuzzy AHP, Fuzzy TOPSIS, Sensitivity Analysis
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Primary Language en
Subjects Engineering
Journal Section Articles
Authors

Author: Derya Deliktaş
Country: Turkey


Author: Özden ÜSTÜN

Dates

Publication Date: March 31, 2018

Bibtex @research article { aubtda326952, journal = {ANADOLU UNIVERSITY JOURNAL OF SCIENCE AND TECHNOLOGY A - Applied Sciences and Engineering}, issn = {1302-3160}, eissn = {2146-0205}, address = {Eskişehir Teknik Üniversitesi}, year = {2018}, volume = {19}, pages = {58 - 82}, doi = {10.18038/aubtda.326952}, title = {MULTIPLE CRITERIA DECISION MAKING APPROACH FOR INDUSTRIAL ENGINEER SELECTION USING FUZZY AHP-FUZZY TOPSIS}, key = {cite}, author = {Deliktaş, Derya and ÜSTÜN, Özden} }
APA Deliktaş, D , ÜSTÜN, Ö . (2018). MULTIPLE CRITERIA DECISION MAKING APPROACH FOR INDUSTRIAL ENGINEER SELECTION USING FUZZY AHP-FUZZY TOPSIS. ANADOLU UNIVERSITY JOURNAL OF SCIENCE AND TECHNOLOGY A - Applied Sciences and Engineering, 19 (1), 58-82. DOI: 10.18038/aubtda.326952
MLA Deliktaş, D , ÜSTÜN, Ö . "MULTIPLE CRITERIA DECISION MAKING APPROACH FOR INDUSTRIAL ENGINEER SELECTION USING FUZZY AHP-FUZZY TOPSIS". ANADOLU UNIVERSITY JOURNAL OF SCIENCE AND TECHNOLOGY A - Applied Sciences and Engineering 19 (2018): 58-82 <http://dergipark.org.tr/aubtda/issue/36292/326952>
Chicago Deliktaş, D , ÜSTÜN, Ö . "MULTIPLE CRITERIA DECISION MAKING APPROACH FOR INDUSTRIAL ENGINEER SELECTION USING FUZZY AHP-FUZZY TOPSIS". ANADOLU UNIVERSITY JOURNAL OF SCIENCE AND TECHNOLOGY A - Applied Sciences and Engineering 19 (2018): 58-82
RIS TY - JOUR T1 - MULTIPLE CRITERIA DECISION MAKING APPROACH FOR INDUSTRIAL ENGINEER SELECTION USING FUZZY AHP-FUZZY TOPSIS AU - Derya Deliktaş , Özden ÜSTÜN Y1 - 2018 PY - 2018 N1 - doi: 10.18038/aubtda.326952 DO - 10.18038/aubtda.326952 T2 - ANADOLU UNIVERSITY JOURNAL OF SCIENCE AND TECHNOLOGY A - Applied Sciences and Engineering JF - Journal JO - JOR SP - 58 EP - 82 VL - 19 IS - 1 SN - 1302-3160-2146-0205 M3 - doi: 10.18038/aubtda.326952 UR - https://doi.org/10.18038/aubtda.326952 Y2 - 2018 ER -
EndNote %0 ANADOLU UNIVERSITY JOURNAL OF SCIENCE AND TECHNOLOGY A - Applied Sciences and Engineering MULTIPLE CRITERIA DECISION MAKING APPROACH FOR INDUSTRIAL ENGINEER SELECTION USING FUZZY AHP-FUZZY TOPSIS %A Derya Deliktaş , Özden ÜSTÜN %T MULTIPLE CRITERIA DECISION MAKING APPROACH FOR INDUSTRIAL ENGINEER SELECTION USING FUZZY AHP-FUZZY TOPSIS %D 2018 %J ANADOLU UNIVERSITY JOURNAL OF SCIENCE AND TECHNOLOGY A - Applied Sciences and Engineering %P 1302-3160-2146-0205 %V 19 %N 1 %R doi: 10.18038/aubtda.326952 %U 10.18038/aubtda.326952
ISNAD Deliktaş, Derya , ÜSTÜN, Özden . "MULTIPLE CRITERIA DECISION MAKING APPROACH FOR INDUSTRIAL ENGINEER SELECTION USING FUZZY AHP-FUZZY TOPSIS". ANADOLU UNIVERSITY JOURNAL OF SCIENCE AND TECHNOLOGY A - Applied Sciences and Engineering 19 / 1 (March 2018): 58-82. https://doi.org/10.18038/aubtda.326952
AMA Deliktaş D , ÜSTÜN Ö . MULTIPLE CRITERIA DECISION MAKING APPROACH FOR INDUSTRIAL ENGINEER SELECTION USING FUZZY AHP-FUZZY TOPSIS. AUJST-A. 2018; 19(1): 58-82.
Vancouver Deliktaş D , ÜSTÜN Ö . MULTIPLE CRITERIA DECISION MAKING APPROACH FOR INDUSTRIAL ENGINEER SELECTION USING FUZZY AHP-FUZZY TOPSIS. ANADOLU UNIVERSITY JOURNAL OF SCIENCE AND TECHNOLOGY A - Applied Sciences and Engineering. 2018; 19(1): 82-58.