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dleutnant / swmmr

R Interface for US EPA's SWMM
https://cran.r-project.org/package=swmmr
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coupling swmmr with dream algorithm #38

Open Zhassan1 opened 4 years ago

Zhassan1 commented 4 years ago

Hi Leutnant I am thinking to couple of SWMM model with the DREAM algorithm (like you have already written code for the DREAM algorithm in R for auto-calibration of SWMM. I have an intermediate level skills of R. Is it possible to do that? Another question is about the multiobjective algorithm which you have written in R for autocalibration. Up to how many parameters normally I can use to calibrate.I have a urban model with almost 300 sub-catchments. I will be happy to know about its performance for large catchments?

Thanks

dleutnant commented 4 years ago

Coupling DREAM with swmmr is definitely doable and would be of high interest to me and most probably to other swmmr's as well. Is there a stable DREAM algorithm for R available? Calibrating a model using a multiobjective strategy is from the "implementation" perspective comparable to a single-objective one. You generally deal with matrices instead of vectors. I used the NSGA-II from mco.

Up to how many parameters...?

Well, I reckon this cannot be answered in general as it heavily depends on the complexity of your model and the corresponding objective function.