The square root method is an algorithm which solves the matrix equation
(1)
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for ,
with
a
symmetric matrix and
a given vector. Convert
to a triangular matrix
such that
(2)
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where
is the transpose. Then
(3)
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(4)
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so
(5)
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giving the equations
(6)
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(7)
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(8)
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(9)
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(10)
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These give
(11)
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(12)
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(13)
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(14)
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(15)
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giving
from
.
Now solve for
in terms of the
s
and
,
(16)
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(17)
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(18)
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which gives
(19)
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(20)
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(21)
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Finally, find
from the
s
and
,
(22)
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(23)
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(24)
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giving the desired solution,
(25)
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(26)
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(27)
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