Kalix’s in-built optimisation tools supports calibration, and general optimisation tasks.
A range of optimisation algorithms are available. Each makes different trade-offs between robustness and optimisation efficiency. SCE is a good choice for difficult problems where a high number of model evaluations is acceptable. DE is a more efficient at finding good solutions quickly, but is not as thorough as SCE.
| Algorithm | |
|---|---|
| SCE-UA | Shuffled Complex Evolution (SCE) |
| DE | Differential Evolution (DE) |
| Not implemented yet (below) | |
| SC-SAHEL | Shuffled Complex Self Adaptive Hybrid Evolution (SC-SAHEL) |
| DREAM | Dream |
Check them out at Objective functions
Shuffled Complex Evolution (SCE)