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7 votes

Neural Nework and mathematical programming

You are right, the activation functions prevent the neural network (NN) from being a linear function, unless you only use linear activation functions, but then it would be again just a linear model. I …
frank's user avatar
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1 vote

How do you optimize multiple objective functions simultaneously?

You already realized that, if there was only one objective function, that would be a linear-programming problem in the $a_i, b_i$. But in general, multiple such objective functions don't have to have …
frank's user avatar
  • 11.2k