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Maximize z = a*r'*w - (1-a)w'*Q*w
subject to
w(1) + ... + w(n) = 1where
w(j) >= 0
j=1..n
a: risk factor, scalar between 0 and 1
r(j) : return on asset j
Q(i,j): covariance between the returns of i^th and j^th assets.
w(j) : proportion of total budget invested on asset j