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118    3. Finite Element Methods for Linear Elliptic Problems


          for                                    
                                   a 11  ···  a 1,d+1
                                    .         .
                                   .   . .   .   
                                   .    .    .   
                            B =                   .               (3.49)
                                                 
                                   a d1  ··· a d,d+1
                                    1   ···   1
        The matrix B is nonsingular due to assumption (3.45); that is, λ(x)=

        B −1 x  , and hence
             1
                          d

                  λ i (x)=  c ij x j + c i,d+1  for all i =1,... ,d +1 ,
                         j=1
        where C =(c ij ) := B −1 .
                      ij
          Consequently, the λ i are affine-linear, and hence λ i ∈P 1 .The level

        surfaces x ∈ K  
  λ i (x)= µ correspond to intersections of hyperplanes
        with the simplex K (see Figure 3.3). The level surfaces for distinct µ 1 and
        µ 2 are parallel to each other, that is, in particlular, to the level surface for
        µ = 0, which corresponds to the triangle face spanned by all the vertices
        apart of a i .

                                 λ =  1  λ = µ
                                  1  2  1
                                               a
                                              . 3
                                    a  .
                                     31
                                                 . a 23
                              .
                             a 1
                                         .
                                       a
                                        12         .
                                                    a
                                                     2
                   Figure 3.3. Barycentric coordinates and hyperplanes.


          By (3.48), the barycentric coordinates can be defined for arbitrary x ∈ R d
        (with respect to some fixed d-simplex K). Then

                  x ∈ K ⇐⇒ 0 ≤ λ i (x) ≤ 1  for all i =1,... ,d +1 .

                                                    x
        Applying Cramer’s rule to the system Bλ =     ,we get for the ith
                                                    1
        barycentric coordinate
                                                            
                                     a 11  ···  x 1  ···  a 1,d+1
                                      .        .         .
                           1         .        .         .   
                                  
                                                             
                 λ i (x)=      det   .        .         .    .
                         det(B)                             
                                     a d1  ··· x d  ··· a d,d+1
                                      1   ···  1  ···    1
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