Title
Conditional Risk Mappings
Abstract
We introduce an axiomatic definition of a conditional convex risk mapping and we derive its properties. In particular, we prove a representation theorem for conditional risk mappings in terms of conditional expectations. We also develop dynamic programming relations for multistage optimization problems involving conditional risk mappings.
Year
DOI
Venue
2006
10.1287/moor.1060.0204
Math. Oper. Res.
Keywords
Field
DocType
stochastic optimization,axiomatic definition,conditional risk mapping,conditional risk mappings,dynamic programming,dynamic programming relation,representation theorem,conditional expectation,risk,multistage stochastic programming,conditional convex risk mapping,multistage optimization problem,conjugate duality,convex analysis
Dynamic programming,Mathematical optimization,Stochastic optimization,Axiom,Representation theorem,Conditional expectation,Multi-stage programming,Optimization problem,Convex analysis,Mathematics
Journal
Volume
Issue
ISSN
31
3
0364-765X
Citations 
PageRank 
References 
27
1.97
7
Authors
2
Name
Order
Citations
PageRank
Andrzej Ruszczyński179884.38
Alexander Shapiro2113193.46