A METHODOLOGY FOR LARGE-SCALE RESEARCH-AND-DEVELOPMENT PLANNING BASED ON CLUSTER-ANALYSIS

被引:29
作者
MATHIEU, RG [1 ]
GIBSON, JE [1 ]
机构
[1] UNIV VIRGINIA,DEPT SYST ENGN,CHARLOTTESVILLE,VA 22901
关键词
CLUSTER ANALYSIS; CLUSTER VALIDATION; INTERACTION MATRIX; RESEARCH-AND-DEVELOPMENT PROGRAM PLANNING; RESEARCH-AND-DEVELOPMENT PROJECT SELECTION; AND TECHNOLOGY MANAGEMENT;
D O I
10.1109/17.233190
中图分类号
F [经济];
学科分类号
02 ;
摘要
This research is a description of a decision support approach to large-scale R & D planning. A quantitative model is used based on three analytical tools: 1) the interaction matrix, 2) hierarchical cluster analysis, and 3) the Boston Consulting Group (BCG) strategic planning matrix. Results of the model are used to determine the number of R & D program areas, the technological focus of each R & D program area, and the relative allocation of resources to the R & D program areas. Traditional optimization techniques for R & D planning often generate solutions without allowing for the judgment, experience, and insight of the decision maker(s). The decision support approach presented here supports, rather than replaces, the judgment of the R & D planner by using a graphic display of the relative position of technology clusters, and by using an interactive and iterative approach to problem solving. An application to R & D program planning for Virginia's Center for Innovative Technology's Commercial Space Program is presented.
引用
收藏
页码:283 / 292
页数:10
相关论文
共 31 条
[1]  
Aldenderfer M., 1984, SAGE U PAPER SERIES
[2]  
ANDERBERG MR, 1973, CLUSTER ANAL APPLICA
[3]  
[Anonymous], 1983, TECHNOLOGICAL FORECA
[4]   RECENT ADVANCES IN R AND D BENEFIT MEASUREMENT AND PROJECT SELECTION METHODS [J].
BAKER, N ;
FREELAND, J .
MANAGEMENT SCIENCE SERIES B-APPLICATION, 1975, 21 (10) :1164-1175
[5]   AN INTERACTIVE APPROACH TO R-AND-D PROJECT SELECTION AND TERMINATION [J].
BARD, JF ;
BALACHANDRA, R ;
KAUFMANN, PE .
IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 1988, 35 (03) :139-146
[6]  
BARNES D, 1988, NO VIRGINIAS HIGH TE, P6
[7]  
CETRON MJ, 1969, TECHNOLOGICAL FORECA
[8]  
*CORP TECHN INF SE, 1990, CRP TECHN DIR 1990
[9]   SELECTING INTERRELATED RESEARCH-AND-DEVELOPMENT PROJECTS IN SPACE TECHNOLOGY PLANNING [J].
CZAJKOWSKI, AF ;
JONES, S .
IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 1986, 33 (01) :17-24
[10]  
Dubes RC., 1988, DUBES ALGORITHMS CLU