CONSTRAINED FORECASTING - SOME IMPLEMENTATION GUIDELINES

被引:14
作者
FLIEDNER, EB [1 ]
MABERT, VA [1 ]
机构
[1] INDIANA UNIV,GRAD SCH BUSINESS,DEPT OPERAT MANAGEMENT,BLOOMINGTON,IN 47405
关键词
Forecasting; Management Information Systems; Production/Operations Management; Smoothing Techniques;
D O I
10.1111/j.1540-5915.1992.tb00440.x
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Constrained forecasting has become a popular approach to the complex task of predicting future sales. Mixed performance results have been obtained by companies employing constrained forecasting systems software packages which probably reflects the lack of any clear system implementation guidelines. A number of important operational parameters such as the number of product families, criterion used to define product families, number Of system levels, etc. must be specified. This study reports on an investigation of two of these parameters: product group size and appropriate grouping criterion. Different tests are performed with the constrained forecasting system and compared to a traditional forecasting approach using product data from the Cummins Engine Company of Columbus, Indiana.
引用
收藏
页码:1143 / 1161
页数:19
相关论文
共 18 条
[1]  
Aldenderfer M. S., 1984, CLUSTER ANAL, DOI DOI 10.4135/9781412983648
[2]  
Armstrong J. S., 1978, LONG RANGE FORECASTI
[3]  
Box G.E.P., 1970, TIME SERIES ANAL FOR, V65, P1509
[4]  
CHAMBERS JC, 1971, HARVARD BUS REV, V49, P45
[5]  
CLIFFORD H, 1975, INTRO NUMERICAL TAXO
[6]   SALES FORECASTING PRACTICES - RESULTS FROM A UNITED-STATES SURVEY [J].
DALRYMPLE, DJ .
INTERNATIONAL JOURNAL OF FORECASTING, 1987, 3 (3-4) :379-391
[7]  
Duran B., 1974, CLUSTER ANAL SURVEY
[8]   IMPROVED FORECASTING THROUGH DESIGN OF HOMOGENEOUS GROUPS [J].
ELTON, EJ ;
GRUBER, MJ .
JOURNAL OF BUSINESS, 1971, 44 (04) :432-450
[9]  
Everitt B., 1980, CLUSTER ANAL
[10]  
FLIEDNER E, 1989, THESIS INDIANA U