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which is solved by the system of normal equations
(A
λ B)X = 0 ,
(1.7)
subject to
X T BX = I n . (1.8)
This is known as the general eigenvalue-eigenvector problem . The Lagrange multiplier λ is iden-
tified as eigenvalue.
End of Corollary.
Let here be given the left and right two-dimensional Riemann manifolds { M
l ,G MN } and
{ M
r ,g μν } , with standard metric G MN = G NM and g μν = g νμ , respectively, both symmetric and
positive-definite. A subset U l M
l and U r M r , respectively, is covered by the chart V l
E
, respectively, with respect to the standard canonical
metric δ IJ and δ ij , respectively, of the left two-dimensional Euclidean space and the right two-
dimensional Euclidean space. Such a chart is constituted by local coordinates
2 :=
{ R
2 IJ }
and V r E
2 :=
{ R
2 ij }
2
{
U, V
}∈
S Ω E
2 , respectively, over open set s S Ω and S ω .Figures 1.1 and 1.2 illustrate by
a commutative diagram the mappings
and
{
u,v
}∈
S ω E
Φ l maps a point from
the left two-dimensional Riemann manifold (surface) to a point of the left chart, while
Φ l ,
Φ r and f, f . The left mapping
Φ r maps a
point from the right t wo -dimensional Riemann manifold (surface) to a point of the right chart. In
contrast, the mapping f relates a point of the left two-dimensional Riemann manifold (surface) to a
point of the right two-dimensional Riemann manifol d ( surface). Analogously, the map pin g f maps
a point of the left chart to a point of the right chart: f :
l
r , f : V l
Φ l .All
M
M
V r =
Φ r
f
mappings are assumed to be a diffeomorphism : the mapping
is bijective.
Example 1.2 is the simple example of an isoparametric mapping of a point on an ellipsoid-of-
revolution to a point on the sphere.
{
d U, d V
}→{
d u, d v
}
Φ 1
l
M l M r ; f =
Fig. 1.1. Commutative diagram ( f, f,
Φ l ,
Φ r ); f :
Φ r
f
 
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