Page 122 - Intro to Tensor Calculus
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117



               Physical Interpretation of Covariant Differentiation

                                                                                                    ~
                                                                                             ~
                                                                                                 ~
                                                            3
                                                       1
                                                         2
                   In a system of generalized coordinates (x ,x ,x ) we can construct the basis vectors (E 1 , E 2 , E 3 ). These
               basis vectors change with position. That is, each basis vector is a function of the coordinates at which they
               are evaluated. We can emphasize this dependence by writing
                                                                 r
                                                                ∂~
                                                  ~
                                             ~
                                                     1
                                                        2
                                                           3
                                             E i = E i (x ,x ,x )=     i =1, 2, 3.
                                                                ∂x i
               Associated with these basis vectors we have the reciprocal basis vectors
                                                              3
                                                           2
                                                        1
                                                ~ i
                                                     ~ i
                                               E = E (x ,x ,x ),     i =1, 2, 3
                                                        ~
               which are also functions of position. A vector A can be represented in terms of contravariant components as
                                               ~     1 ~    2 ~    3 ~    j ~
                                               A = A E 1 + A E 2 + A E 3 = A E j                      (1.4.35)
               or it can be represented in terms of covariant components as
                                                                    ~ 3
                                                             ~ 2
                                                                           ~ j
                                                     ~ 1
                                               ~
                                              A = A 1 E + A 2 E + A 3 E = A j E .                     (1.4.36)
                                    ~
               A change in the vector A is represented as
                                                               ~
                                                              ∂A   k
                                                         ~
                                                        dA =     dx
                                                             ∂x k
               where from equation (1.4.35) we find
                                                      ~
                                                              ~
                                                    ∂A     j  ∂E j  ∂A j
                                                                       ~
                                                        = A      +     E j                            (1.4.37)
                                                    ∂x k     ∂x k  ∂x k
               or alternatively from equation (1.4.36) we may write
                                                     ~
                                                              ~ j
                                                    ∂A      ∂E     ∂A j  ~ j
                                                       = A j    +     E .                             (1.4.38)
                                                   ∂x k     ∂x k   ∂x k
               We define the covariant derivative of the covariant components as
                                                      ~
                                                                        ~ j
                                                    ∂A        ∂A i     ∂E
                                                                            ~
                                                         ~
                                              A i,k =   · E i =   + A j    · E i .                    (1.4.39)
                                                    ∂x k      ∂x k     ∂x k
               The covariant derivative of the contravariant components are defined by the relation
                                                      ~
                                                                        ~
                                                    ∂A        ∂A i    j  ∂E j
                                                         ~ i
                                                                            ~ i
                                               i
                                              A   =     · E =     + A      · E .                      (1.4.40)
                                                ,k    k          k       k
                                                    ∂x        ∂x       ∂x
                   Introduce the notation
                                     ~                                  ~ j
                                    ∂E j    m   ~                     ∂E         j   ~ m
                                        =       E m        and             = −       E .              (1.4.41)
                                    ∂x k    jk                         ∂x k     mk
               We then have
                                               ~      m               m         i
                                         ~ i  ∂E j        ~   ~ i        i
                                         E ·   k  =      E m · E =      δ m  =                        (1.4.42)
                                             ∂x      jk             jk         jk
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