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http://dx.doi.org/10.7737/JKORMS.2012.37.2.073

Development of Evaluation Index for Foreign Weapon System Purchase using DEMATEL and ANP  

Cho, Hyun-Ki (서울과학기술대학교 산업정보시스템공학과)
Kim, Woo-Je (서울과학기술대학교 산업정보시스템공학과)
Publication Information
Journal of the Korean Operations Research and Management Science Society / v.37, no.2, 2012 , pp. 73-88 More about this Journal
Abstract
Even though the final source selection of foreign weapon system purchase project in defense area is the most important phase, the standard evaluation index has not been developed. This paper provides an appropriate evaluation index using DEMATEL and ANP methods. First, the all possible evaluation criteria applied to the relevant previous literatures in domestic and overseas researches are derived and classified into groups. Second, DEMATEL method is used to determine the network structure representing the relations of cause and effect between groups and their sub-criteria. If isolated factors, not connected with other factors, are existed in the network structure, all factors except for the isolated ones are grouped as one large factor so that the independency between those ones is maintained. The weights of criteria are determined using AHP method if the criteria are independent relation and ANP method if the criteria are networked. The weights of higher and lower level criteria are then integrated and distributed as a point with respect to the decision making purpose. The developed evaluation index can be used as a standard one in various foreign weapon system purchase projects in defense area.
Keywords
DEMATEL; Analytic Hierarchy Process; Analytic Network Process; Final Source Selection;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
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1 강인호, 심인섭, "국방획득 사업의 의사결정 방법에 대한 소고", 한국방위산업학회지, 제5권 (2003), pp.95-108.
2 경태원, 김상국, "AHP 기법을 이용한 IT 프로 젝트 관리 우선순위 수립에 대한 연구", Information Systems Review, 제9권, 제3호(2007), pp.157-181.
3 고영형, "방위사업청 국외구매사업 제안서의 효 율적 평가체계에 관한 연구;AHP/ANP 기법 을 사용", 석사학위논문, 국방대학교, 2007.
4 김재희, "네트워크 의사결정기법을 활용한 감척 의사결정 평가 요소의 가중치 산정", 정책분석평가학회보, 제21권, 제2호(2011), pp.199 -218.
5 박용태, "차세대 기술혁신을 위한 기술지식 경영", 생능출판사, 2008.
6 박 현, 고길곤, 유석현, "2001년도 예비타당성 조사 연구보고서;예비타당성조사 수행을 위한 다기준분석 방안 연구(II)", 한국개발연구원 공공투자센터, 2001.
7 2011년 방위사업청 통계연보, 방위사업청, 2001.
8 방위사업청 지침 제2011-03호 절충교역 지침서, 방위사업청, 2011.
9 방위사업청 훈령 제170호 방위사업관리규정, 방위사업청, 2012.
10 심용호, 변기섭, 이봉규, "AHP와 ANP 방법론을 이용한 그린 ICT 정책의 전략적 우선순위 도출 방안", 한국 인터넷정보학회지, 제12권, 제1 호(2010), pp.85-97.   과학기술학회마을
11 유윤식, "차기 전투기 기종결정의 평가-합리성을 중심으로", 한국 사회와 행정 연구, 제14권, 제1호(2003), pp.391-414.
12 은희봉, 김봉선, "계층화의사결정법(AHP)을 이용한 전투기 기종선정에 관한 연구", 항공운항학회지, 제6권(1998), pp.51-69.
13 은희봉, 권보헌, "AHP를 이용한 경항공기 기종선정표의 개발", 한국항공운항학회지, 제11권, 제2호(2003), pp.43-58.
14 이충성, "유역치수계획 최적대안 결정을 위한 의사결정모형의 개발", 박사학위논문, 인하대학교대학원, 2007.
15 Akarte, M.M., N.V. Surendra, B. Ravi, and N. Rangaraj, "Web based casting supplier evaluation using analytic hierarchy process," Journal of the Operational Research Society, Vol.52, No.5(2001), pp.511-522.   DOI   ScienceOn
16 Bhattacharya, A., J. Geraghty, and P. Young, "Supplier selection paradigm;An integrated hierarchical QFD methodology under multiple- criteria environment," Applied Soft Computing, Vol.10(2010), pp.1013-1027.   DOI   ScienceOn
17 Chen, S.M., "Evaluating weapon systems using fuzzy arithmetic operations", Fuzzy Sets and Systems, Vol.77(1996), pp.265-276.   DOI   ScienceOn
18 Chen, C.H. and Y. Lin, "Evaluating the best main battle tank using fuzzy decision theory with linguistic criteria evaluation," European Journal of Operational Research, Vol.142, No.1(2002), pp.174-186.   DOI   ScienceOn
19 Cheng, C.H., "Evaluating naval tactical missile systems by fuzzy AHP based on the grade value of membership function," European Journal of Operational Research, Vol. 96, No.2(1997), pp.343-350.   DOI   ScienceOn
20 Cheng, C.H., "Evaluating weapon systems using ranking fuzzy numbers," Fuzzy Sets and Systems, Vol.107(1999), pp.25-35.   DOI   ScienceOn
21 Cheng, C.H., K.L. Yang, and C.L. Hwang, "Evaluating attack helicopters by AHP based on linguistic variable weight," European Journal of Operational Research, Vol.116(1999), pp.423-435.   DOI   ScienceOn
22 Dagdeviren, M., S. Yavuz and N. Kilinc, "Weapon selection using the AHP and TOPSIS methods under fuzzy environment," Expert Systems with Applications, Vol.36, No.4(2009), pp.8143-8151.   DOI   ScienceOn
23 Jiang, J., X. Li, Z. Zhou, D. Xu and Y. Chen, "Weapon system capability assessment under uncertainty based on the evidential reasoning approach," Expert Systems with Applications, Vol.38(2011), pp.13773-13784.
24 Gencer, C. and D. GuNrpinar, "Analytic network process in supplier selection;A case study in an electronic firm," Applied Mathematical Modelling, Vol.31(2007), pp.2475-2486.   DOI   ScienceOn
25 Ho, W., X. Xu, and P. Dey, "Multi-criteria Decision Making Approaches for Supplier Evaluation and Selection;A Literature Review," European Journal of Operational Research, Vol.202(2010), pp.16-24.   DOI   ScienceOn
26 Huang, J.J., G.H. Tzeng and C.S. Ong, "Multidimensional data in multidimensional scaling using the analytic network process," Pattern Recognition Letters, Vol.26(2005), pp. 755-767.   DOI   ScienceOn
27 Lee, J., S.H. Kang, J. Rosenberger and S.B. Kim, "A hybrid approach of goal programming for weapon systems selection," Computers and Industrial Engineering, Vol.58 (2010), pp.521-527.   DOI   ScienceOn
28 Li, C.W. and G.H. Tzeng, "Identification of a threshold value for the DEMATEL method using the maximum meam de-entropy algorithm to find critical services provided by a semiconductor intellectual property mall," Expert Systems with Applications, Vol.36(2009), pp.9891-9898.   DOI   ScienceOn
29 Lin, Y.T., C.L. Lin, H.C. Yu and G.H. Tzeng, "A novel hybrid MCDM approach for outsourcing vendor selection;A case study for a semiconductor company in Taiwan," Expert Systems with Applications, Vol.37, No.7 (2010), pp.4796-4804.   DOI   ScienceOn
30 Tsai, W.H. and W.C. Chou, "Selecting management systems for sustainable development in SMEs;A novel hybrid model based on DEMATEL, ANP, and ZOGP," Expert Systems with Applications, Vol.36(2009), pp. 1444-1458.   DOI   ScienceOn
31 Wu. W.W., "Choosing knowledge management strategies by using a combined ANP and DEMATEL approach," Expert Systems with Applications, Vol.35(2008), pp.828-835.   DOI   ScienceOn
32 Tzeng, G.H., C.H. Chiang and C.W. Li, "Evaluating interwined effects in e-learning programs; A novel hybrid MCDM model based on factor analysis and DEMATEL," Expert Systems with Applications, Vol.32, No.4(2007), pp.1028-1044.   DOI   ScienceOn
33 Yahya, S. and B. Kingsman, "Vendor rating for an entrepreneur development programme ;A case study using the analytic hierarchy process method," Journal of the Operational Research Society, Vol.50, No.9(1999), pp.916- 930.   DOI
34 Yang, J.L. and G.H. Tzeng, "An integrated MCDM technique combined with DEMATEL for a novel cluster-weighted with ANP method," Expert Systems with Applications, Vol. 38(2011), pp.1417-1424.   DOI   ScienceOn
35 Wu, W.W. and Y.T. Lee, "Developing global managers' competencies using the fuzzy DE MATEL method," Expert Systems with Applications, Vol.32, No.2(2007), pp.499-507.   DOI   ScienceOn