There are 5 mathematical steps to being able to apply principles from linear robust optimization to geometric and signomial programming.
- Linear programs (LPs) have tractable robust counterparts.
- Two-term posynomials are LP-approximable.
- All posynomials are LP-approximable.
- GPs have robust formulations.
- RSPs can be represented as sequential RGPs.
Work in progress...