Analytical Expression for Hessian
Analytical Expression for Hessian
Analytical Expression for Hessian
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<strong>Expression</strong> <strong>for</strong> A ij<br />
αβ :<br />
A ij<br />
αβ in expression 8 can be further simplified using<br />
∂χ mi<br />
2<br />
∂x j<br />
β<br />
= rmi α<br />
rmi ∂<br />
∂x j<br />
mi ∂ψ<br />
∂r<br />
β<br />
mi<br />
<br />
+ ∂ψmi<br />
∂rmi ∂<br />
∂x j<br />
mi rα r<br />
β<br />
mi<br />
<br />
,<br />
mi ψrr =<br />
rmi α<br />
+ ψmi<br />
rmi r rmi<br />
∂<br />
α<br />
∂rmi <br />
1<br />
rmi mi ∂r<br />
∂x j +<br />
β<br />
ψmi r<br />
rmi ∂rmi α<br />
∂x j ,<br />
β<br />
<br />
ψ<br />
=<br />
mi<br />
rr rmi α ψmi r<br />
−<br />
rmi rmi α<br />
(rmi ) 2<br />
<br />
∂rmi ∂x j +<br />
β<br />
ψmi r<br />
rmi ∂<br />
∂x j<br />
i<br />
xα − x<br />
β<br />
m α ,<br />
<br />
ψ<br />
=<br />
mi<br />
ji jm<br />
δ − δ + ψmi r<br />
rmi ji<br />
δ δαβ − δ jm <br />
δαβ ,<br />
where ψr ≡ ∂ψ<br />
∂r<br />
final <strong>for</strong>m as<br />
A ij<br />
αβ<br />
= ζ <br />
m=i<br />
χ mi<br />
1<br />
rr rmi α ψmi r<br />
−<br />
rmi rmi α<br />
(rmi ) 2<br />
<br />
mi rβ rmi etc. Thus Aij<br />
αβ in expression 8 can be re-written to obtain the<br />
<br />
ψmi rr<br />
(rmi ψmi r<br />
2 −<br />
) (rmi ) 3<br />
<br />
r mi<br />
α r mi ji jm<br />
β δ − δ <br />
+ ζδαβ χ<br />
m=i<br />
mi<br />
1<br />
A ij<br />
αβ reduces to the expression C4 of [1] <strong>for</strong> ζ = 1. Further, we can obtain the<br />
expression <strong>for</strong> the off-diagonal term from equation 10, by setting i = j as<br />
A ij<br />
<br />
ψ<br />
αβ = −ζχji 1<br />
ji<br />
<br />
r ji<br />
α rji<br />
<br />
β − ζδαβχ ji<br />
1<br />
rr<br />
(r ji )<br />
which can also be written as<br />
A ij<br />
<br />
ψ<br />
αβ = −ζχij 1<br />
ij<br />
rr<br />
(r ij )<br />
ψji r<br />
2 −<br />
(r ji ) 3<br />
ψij r<br />
2 −<br />
(r ij ) 3<br />
<br />
r ij<br />
α rij<br />
ψ<br />
β + δαβ<br />
ij<br />
r<br />
rij <br />
(9)<br />
ji ψr rji <br />
, (11)<br />
i = j, (12)<br />
which reduces to the expression C5 in [1] <strong>for</strong> ζ = 1. The expression <strong>for</strong> i = j<br />
can be obtained from equation 10<br />
<br />
<br />
ψmi r<br />
2 − r mi<br />
α rmi<br />
<br />
<br />
β + ζδαβ χ miψ<br />
1<br />
mi<br />
r<br />
, (13)<br />
rmi A ii<br />
<br />
αβ = ζ χ<br />
m=i<br />
mi<br />
1<br />
ψ mi<br />
rr<br />
(r mi )<br />
(r mi ) 3<br />
which is the generalisation of expression C6 in [1].<br />
3<br />
m=i<br />
mi ψr rmi ji jm<br />
δ − δ <br />
. (10)