MODELING FUNDING ALLOCATION PROBLEMS VIA AHP-FUZZY TOPSIS

被引:0
作者
Ignatius, Joshua [1 ]
Mustafa, Adli [1 ]
Goh, Mark [2 ,3 ]
机构
[1] Univ Sains Malaysia, Sch Math Sci, Minden 11800, Penang, Malaysia
[2] Natl Univ Singapore, NUS Business Sch, Singapore 11907, Singapore
[3] Univ S Australia, Sch Management, Adelaide, SA 5001, Australia
来源
INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL | 2012年 / 8卷 / 5A期
关键词
AHP; Fuzzy TOPSIS; Multiple criteria; Group-decision making; Decision analysis; Linguistic modeling; GROUP DECISION-MAKING; FACULTY PROMOTION; SELECTION; UNCERTAINTY; PARTNER; DESIGN;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper treats the project funding allocation problem using a combination of A HP and fuzzy TOPSIS: one which occurs when the subjects of evaluation are provided a chance to agree on the intensity and importance of the criteria while the assessment is treated by a separate set of evaluators or decision makers (DMs). The assumptions made are similar to a double blind review process; that is, the identities of both parties (evaluators and subjects) are only known to the facilitator, and the evaluators are allowed to provide ratings in linguistic terms (e.g., 'poor', 'good', 'very good'). This paper provides a novel integration and an unbiased method in reaching a transparent decision making outcome for the funding allocation of projects. The differences in implementation between the AHP-fuzzy TOPSIS and other similar applications are discussed. Finally, the evaluation process is illustrated with values derived from a university resource allocation exercise.
引用
收藏
页码:3329 / 3340
页数:12
相关论文
共 31 条
[21]   Transshipment site selection using the AHP and TOPSIS approaches under fuzzy environment [J].
Oenuet, Semih ;
Soner, Selin .
WASTE MANAGEMENT, 2008, 28 (09) :1552-1559
[22]   Comparison of weights in TOPSIS models [J].
Olson, DL .
MATHEMATICAL AND COMPUTER MODELLING, 2004, 40 (7-8) :721-727
[23]   Analytic hierarchy process to assess occupational risk for shoulder and neck pain [J].
Padma, T. ;
Balasubramanie, P. .
APPLIED MATHEMATICS AND COMPUTATION, 2007, 193 (02) :321-324
[24]  
Saaty T. L., 1980, Agricultural Economics Review, V324, DOI DOI 10.3414/ME10-01-0028
[25]   On the invalidity of fuzzifying numerical judgments in the Analytic Hierarchy Process [J].
Saaty, Thomas L. ;
Tran, Liem T. .
MATHEMATICAL AND COMPUTER MODELLING, 2007, 46 (7-8) :962-975
[26]   AN OBJECTIVE APPROACH TO FACULTY PROMOTION AND TENURE BY THE ANALYTIC HIERARCHY PROCESS [J].
SAATY, TL ;
RAMANUJAM, V .
RESEARCH IN HIGHER EDUCATION, 1983, 18 (03) :311-331
[27]   An extension of TOPSIS for group decision making [J].
Shih, Hsu-Shih ;
Shyur, Huan-Jyh ;
Lee, E. Stanley .
MATHEMATICAL AND COMPUTER MODELLING, 2007, 45 (7-8) :801-813
[28]   A hybrid MCDM model for strategic vendor selection [J].
Shyur, Huan-Jyh ;
Shih, Hsu-Shih .
MATHEMATICAL AND COMPUTER MODELLING, 2006, 44 (7-8) :749-761
[29]   The evaluation of airline service quality by fuzzy MCDM [J].
Tsaur, SH ;
Chang, TY ;
Yen, CH .
TOURISM MANAGEMENT, 2002, 23 (02) :107-115
[30]  
Tseng YF, 2010, INT J INNOV COMPUT I, V6, P3401