Let be a natural number, let be an open subset of Euclidean space , and let be the real numbers.
Let be of class on , and let be the function whose value at is . For let be the function whose value at every is .
Then the following hold.
1. (Differences) The function is of class on , and for every the gradients and Hessian matrices at satisfy
where the first difference is the difference of points of and the second is the difference of real matrices.
2. (Constants) For every the function is of class on , and for every the gradient is the origin of , that is, the point all of whose coordinates are , and the Hessian matrix is the real matrix all of whose entries are .
Loading…
No relations recorded yet.