Decision support system for multicriterial R&D and information systems projects selection

被引:51
作者
Klapka, J [1 ]
Pinos, P [1 ]
机构
[1] Tech Univ Brno, Inst Automat & Comp Sci, Fac Mech Engn, Brno, Moravia, Czech Republic
关键词
decision support systems; multiple criteria analysis; project management and scheduling;
D O I
10.1016/S0377-2217(02)00081-4
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Decision support system described here makes it possible to carry out multicriterial selection of hundreds of projects simultaneously, with tens of criterion functions with bivalent variables including polynomial ones and quotients of linear functions. and tens of resources limitations. Stewart's idea [J. Oper. Res. Soc. 42 (1) (1991) 17] of the special scalarizing function based on the modified reference point approach, which has been hitherto applied for linear benefits and for balance criteria functions only. and its optimization by effective gradient method is used here in the situation described by Santhanam and Kyparisis [Comput. Oper. Res. 22 (8) (1995) 807], involving synergistic effects of second- and third-orders in benefit and cost criterion function, and in resource requirements respecting resource sharing and hierarchical contingency relationships among candidate projects. In addition, the system enables us making the dialogue of the solution in a way of adaptive creation of weights of criterion functions and also flexible projects portfolio changes. A test of efficiency is presented. (C) 2002 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:434 / 446
页数:13
相关论文
共 14 条
[1]  
BOUSKA J, 1984, INTERACTIVE DECISION, P166
[2]  
Hwang C.-L., 2012, Lecture Notes in Economics and Mathematical Systems, V164, DOI DOI 10.1007/978-3-642-45511-737
[3]   MCDM Approach for Generating and Evaluating Alternatives in Requirement Analysis [J].
Jain, Hemant K. ;
Tanniru, Mohan R. ;
Fazlollahi, Bijan .
INFORMATION SYSTEMS RESEARCH, 1991, 2 (03) :223-239
[4]  
KLAPKA J, 1996, 360810 FR TU BRNO FU, P79
[5]  
KLAPKA J, 1994, MODELLING MEASUREM D, V9, P43
[6]   Project selection with discounted returns and multiple constraints [J].
Kyparisis, GJ ;
Gupta, SK ;
Ip, CM .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1996, 94 (01) :87-96
[7]  
LEE HC, 1995, J OPER RES SOC, V46, P1418
[8]  
MACALLISTER DJ, 1996, SPE REPRINT SERIES, V41, P22
[9]   APPLICATION OF AN INTERACTIVE METHOD FOR MOILP IN PROJECT SELECTION DECISION - A CASE FROM INDIAN COAL-MINING INDUSTRY [J].
MUKHERJEE, K .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 1994, 36 (02) :203-211
[10]  
Rietveld P., 1980, MULTIPLE OBJECTIVE D, P311