Constrained positive deÖnite matrixes
The Hessian of the Lagrangian is
A=
2 λ 1
1 2λ
,B=( 2 x 1 , 2 x 2 ).
For the Örst root
p^1
2 ,
p^1
2
,λ= 1 / 2
H=
0
@
0 2/
p
2 2/
p
2
2 /
p
2 1 1
2 /
p
2 1 1
1
A
det (H)=8 so asn=2 the sign for maximum is( 1 )n= 1 ,hence
p^1
2 ,
p^1
2
is a local maximum.