G'day Maija,
On Wed, 27 Jun 2018 08:48:08 +0300
Maija Sirkj?rvi <maija.sirkjarvi at gmail.com> wrote:
Thanks for your reply! Unfortunately something is still wrong.
After the transpose, dvec and Amat are still incompatible.
d <- -hsmooth
dvec <- t(d)
c <- dvec*Amat
Error in dvec * Amat : non-conformable arrays
'*' in R is element-wise multiplication and '%*%' implements
matrix/matrix (matrix/vector) multiplication as defined in matrix
algebra. I presume you want to use the latter operator here.
Moreover, I don't understand the following:
If dvec is of length *J*, then b will be of length J too.
I believe the length of dvec comes from the number of variables and
the length of b from the number of constraints. In this case they are
not equal.
solve.QP solves the quadratic program:
min(-d^T b + 1/2 b^T D b)
where A^T b >= b_0.
The minimisation is with respect to b.
Note that the objective function contains the inner product of d
(passed to dvec) and b, so d and b must have the same
dimension/length. b contains the parameters/variables over which you
want to minimise. b_0 (passed to bvec) depends on the number of
constraints.
Cheers,
Berwin