Is there a way to optimize several variables at the same time? That is can I minimize cost, while maximizing some other value?

I am running a large scale optimization procedure, and I want to find a way to extend this to optimize two parameters at the same time, but I do not want to have to use regularization parameters...

05 August 2013 6,829 17 View