ConstrainedQuadraticPortfolioOptimiser
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Function Description
Returns a vector
(and
three further values indicating the total asset weight, the return and the risk
of the portfolio in that order) that maximises the following investor utility
function subject to lower bound constraints of the form
and
further
(linear) constraints of the form
and
.

Here
are
the portfolio weights (so typically we impose at least the following constraint
),
is
the benchmark (or ‘minimum risk’ portfolio),
is a
vector of assumed returns on each asset and
is
the covariance matrix (
,
where
is
the vector of risks on each asset class, here assumed to be characterised by
their volatilities, as this approach is merely a mean-variance one, and
their
correlation matrix).
Constraints are coded -1 for
, 0
for
and
+1 for
. For
example, if
,
and
the additional linear constraints are
and
then:



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