Article ID: | iaor200948538 |
Country: | United States |
Volume: | 31 |
Issue: | 3 |
Start Page Number: | 544 |
End Page Number: | 561 |
Publication Date: | Aug 2006 |
Journal: | Mathematics of Operations Research |
Authors: | Shapiro Alexander, Ruszczyski Andrzej |
Keywords: | programming: dynamic |
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.