Managing financial risk in planning under uncertainty

被引:120
作者
Barbaro, A [1 ]
Bagajewicz, MJ [1 ]
机构
[1] Univ Oklahoma, Sch Chem Engn & Mat Sci, Norman, OK 73019 USA
关键词
planning; financial risk; robust optimization;
D O I
10.1002/aic.10094
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
A methodology is presented to include financial risk management in the framework of two-stage stochastic programming for planning under uncertainty. A known probabilistic definition of financial risk is adapted to be used in this framework and its relation to downside risk is analyzed. Using these definitions, new two-stage stochastic programming models that manage financial risk are presented. Computational issues related to these models are also discussed. (C) 2004 American Institute of Chemical Engineers AIChE J, 50: 963-989, 2004
引用
收藏
页码:963 / 989
页数:27
相关论文
共 42 条
[1]   Analytical investigations of the process planning problem [J].
Ahmed, S ;
Sahinidis, NV .
COMPUTERS & CHEMICAL ENGINEERING, 2000, 23 (11-12) :1605-1621
[2]   Robust process planning under uncertainty [J].
Ahmed, S ;
Sahinidis, NV .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 1998, 37 (05) :1883-1892
[3]  
AHMED S, 2000, IN PRESS MATH PROGRA
[4]  
AHMED S, 2000, IN PRESS MANAGE SCI
[5]   Risk and uncertainty in managing chemical manufacturing supply chains [J].
Applequist, GE ;
Pekny, JF ;
Reklaitis, GV .
COMPUTERS & CHEMICAL ENGINEERING, 2000, 24 (9-10) :2211-2222
[6]  
BARBARO AF, 2003, P 4 INT C FDN COMP A
[7]  
BEALE EML, 1955, J ROY STAT SOC B, V17, P173
[8]  
BELLMAN RE, 1970, MANAGE SCI B-APPL, V17, pB141
[9]  
BENDERS JF, 1962, NUMER MATH, V4, P238, DOI [10.1007/BF01386316, DOI 10.1007/BF01386316, DOI 10.1007/S10287-004-0020-Y]
[10]  
BERMAN O, 1994, COMPUT OPER RES, V21, P557, DOI 10.1016/0305-0548(94)90104-X