Having the equation a T </msup> x = b where a , a ,

Xiomara Poole

Xiomara Poole

Answered question

2022-05-28

Having the equation
a T x = b
where a, a , x R n , b is a number. Can I solve x in terms of a, b?

Ultimate goal is to find the maximum of
1 2 x T P x
given a T x = b, where P is a symmetric positive definite matrix.

Answer & Explanation

1c2ru3x

1c2ru3x

Beginner2022-05-29Added 9 answers

Solve first order conditions for the Lagrangian problem, then optimal could be calculated.
Brooke Kramer

Brooke Kramer

Beginner2022-05-30Added 4 answers

This maximization problem is equivalent to maximizing the norm of x with respect to the inner product induced by P on R n .

On the other hand, given a and b the equation a T x = b defines an affine plane on R n , so generally there should be no such maximum, ie, the value of 1 2 x T P x should be unbounded on that plane.

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Recalculate according to your conditions!

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