On optimizing the selection of business transformation projects

被引:5
作者
Abe, N.
Akkiraju, R.
Buckley, S.
Ettl, M.
Huang, P.
Subramanian, D.
Tipu, F.
机构
[1] IBM Corp, Div Res, Thomas J Watson Res Ctr, Yorktown Hts, NY 10598 USA
[2] IBM Corp, Thomas J Watson Res Ctr, Hawthorne, NY 10532 USA
关键词
D O I
10.1147/sj.464.0777
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
To compete and thrive in a changing business environment, a business can adapt by initiating and successfully carrying out business transformation projects. in this paper we propose a methodology for the optimal selection of such transformational projects. We propose a two-stage methodology based on (1) correlation analytics for identifying key drivers of business performance and (2) advanced portfolio-optimization techniques for selecting optimal business-transformation portfolios in the face of resource constraints, budget constraints, and a rich variety of business rules. We illustrate our methodology through a case study from the electronics industry.
引用
收藏
页码:777 / 795
页数:19
相关论文
共 26 条
[1]  
Alexander C, 1998, RISK MANAGEMENT ANAL, V1
[2]  
APTE C, 2001, P 7 ACM SIGKDD INT C, P408
[3]  
Artigues Christian, 2007, RESOURCE CONSTRAINED
[4]  
BOLLES DL, 2006, POWER ENTERPRISE WID
[5]  
BUCKLEY S, 2001, USING EXPERT SYSTEM
[6]  
*CARN MELL U, CAP MAT MOD
[7]   Performance measurement in a supply chain [J].
Chan, FTS .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2003, 21 (07) :534-548
[8]  
CHOW CK, 1986, IEEE T INFORMATION T, V14, P462
[9]  
Cox M., 2001, MULTIDIMENSIONAL SCA
[10]  
COY P, 2004, BUSINESS WEEK 1011