 
  
  
   
        Geometrically, the effect of the belief adjustment may be represented
by the eigenstructure of a certain linear operator   defined on [B]. This operator
  defined on [B]. This operator   is defined to be
  is defined to be
where   ,
 ,   are the orthogonal projections from [D] to [B], and from
[B] to [D], respectively.
  are the orthogonal projections from [D] to [B], and from
[B] to [D], respectively.
  is a bounded self-adjoint operator, as
  is a bounded self-adjoint operator, as    are adjoint transforms, namely
  are adjoint transforms, namely
  
 
because both sides of the above equation are equal to (X,Y).
        The operator   is termed the resolution transform for B
induced by D, as it represents the variance resolved for each X by D as
  is termed the resolution transform for B
induced by D, as it represents the variance resolved for each X by D as
as
  
 
We may also evaluate the transform
  
 
where I is the identity operator on [B]. We term   the variance
transform for B induced by D, as adjusted covariance is represented  by
the relation, for each X and Y in
  the variance
transform for B induced by D, as adjusted covariance is represented  by
the relation, for each X and Y in   , that
 , that
or equivalently, in terms of the inner products over [B], as
  
 
          ,
 ,   are self-adjoint operators, of norm at most one. They have
common eigenvectors,
  are self-adjoint operators, of norm at most one. They have
common eigenvectors,   , with eigenvalues
 , with eigenvalues   ,
where
 ,
where   .
 .
From equation 47, we may deduce that, provided   has a discrete spectrum,  each canonical direction,
  has a discrete spectrum,  each canonical direction,
  , of the adjustment of B by D, is an eigenvector of
 , of the adjustment of B by D, is an eigenvector of   , with
eigenvalue
 , with
eigenvalue   , and conversely each eigenvector of
 , and conversely each eigenvector of   is a canonical
direction of the adjustment. Thus the eigenstructure of
  is a canonical
direction of the adjustment. Thus the eigenstructure of   summarises the
effects of the adjustment over the whole structure [B]. In particular, the
resolved uncertainty may be written as
  summarises the
effects of the adjustment over the whole structure [B]. In particular, the
resolved uncertainty may be written as
 