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I don't understand. I see two different questions:
1) Given the matrix Cij, can one find its inverse (call it Xij) , such that
the matrix product C*X yields the identity matrix? This is the problem of
inverting a MATRIX.
2) Given the matrix Cij such that Qi = Cij Vj , can one detemine the
matrix Pij such that Vi = Pij Qj ? This is the problem of inverting a
MATRIX EQUATION.
Are you saying connecting/equating these two problems ?