Is this function: exp(−||Ax||^2) concave in A??

Madison Costa

Madison Costa

Answered question

2022-11-05

Is this function:
exp ( | | A x | | 2 )
concave in A??

Answer & Explanation

Patrick Arnold

Patrick Arnold

Beginner2022-11-06Added 21 answers

Let f ( x ) = e x 2
Then f ( x ) = 2 x e x 2 , so f ( x ) = 4 x 2 e x 2 2 e x 2 = ( 4 x 2 2 ) e x 2
e x 2 is always positive, but 4 x 2 2 can be positive or negative.

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