This issue tracks the candidate methods that could maybe be implemented as Scalarizer in torchjd.scalarization.
| Status |
Name |
Ref |
Stateful |
Existing implementations |
Special Remarks |
| 🔵 To investigate |
PBI (Penalty-based Boundary Intersection) |
MOEA/D: A Multiobjective Evolutionary Algorithm Based on Decomposition (IEEE Transactions on evolutionary computation, 2007, 11728 citations) |
? |
LibMoon |
This comes from the evolutionary algorithms field, so let's only implement it if it's relevant to gradient-based methods. |
This issue tracks the candidate methods that could maybe be implemented as
Scalarizerintorchjd.scalarization.