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notice that in veci = 5. * lbl [:, -2:] loss = criterion (y [:, -3:-1], veci), you compute mse bewteen GT and prediction. GT flows are multiplied by a factor of 5, while the prediction is not.

Optimization libraries support objective functions that return not just a scalar function value, but also auxiliary data. These are mostly used for logging, diagnostics, and debugging. Currently, the ...

Abstract: Surrogate-assisted evolutionary algorithms (SAEAs) have gained increasing attention for addressing expensive many-objective optimization problems (EMaOPs). Generally, the same type of ...

Abstract: The conventional resource allocation methods, using a central node, are not resilient, owing to the failure of the central unit. An advanced solution is to apply distributed optimization by ...

My boss decided to have me translate a program I wrote in C# to work on Macs. Now, he knows that I've never use Objective C, or even a Mac. But I have used MAC addresses, which is a fine substitute.