Page 41 - Intro to Tensor Calculus
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               Coordinate Transformations

                   Consider a coordinate transformation from a set of coordinates (x, y, z)to (u, v, w) defined by a set of
               transformation equations
                                                        x = x(u, v, w)
                                                        y = y(u, v, w)                                 (1.2.8)
                                                        z = z(u, v, w)

               It is assumed that these transformations are single valued, continuous and possess the inverse transformation

                                                        u = u(x, y, z)
                                                        v = v(x, y, z)                                 (1.2.9)
                                                        w = w(x, y, z).

               These transformation equations define a set of coordinate surfaces and coordinate curves. The coordinate
               surfaces are defined by the equations
                                                        u(x, y, z)= c 1
                                                                                                      (1.2.10)
                                                        v(x, y, z)= c 2
                                                        w(x, y, z)= c 3
               where c 1 ,c 2 ,c 3 are constants. These surfaces intersect in the coordinate curves

                                            r
                                           ~(u, c 2 ,c 3 ),  ~(c 1 ,v,c 3 ),  ~(c 1 ,c 2 ,w),         (1.2.11)
                                                         r
                                                                       r
               where
                                       ~(u, v, w)= x(u, v, w) b e 1 + y(u, v, w) b e 2 + z(u, v, w) b e 3 .
                                       r
                   The general situation is illustrated in the figure 1.2-1.
                   Consider the vectors


                                 ~ 1
                                                                           ~ 3
                                                      ~ 2
                                 E = gradu = ∇u,      E = gradv = ∇v,      E = gradw = ∇w             (1.2.12)
               evaluated at the common point of intersection (c 1 ,c 2 ,c 3 ) of the coordinate surfaces. The system of vectors
                ~ 1 ~ 2 ~ 3
               (E , E , E ) can be selected as a system of basis vectors which are normal to the coordinate surfaces.
               Similarly, the vectors
                                                                 r
                                                                             r
                                                    r
                                                   ∂~          ∂~           ∂~
                                                          ~
                                                                       ~
                                              ~
                                             E 1 =   ,    E 2 =   ,    E 3 =                          (1.2.13)
                                                   ∂u          ∂v           ∂w
                                                                                              ~
                                                                                                 ~
                                                                                                     ~
               when evaluated at the common point of intersection (c 1 ,c 2 ,c 3 ) forms a system of vectors (E 1 , E 2 , E 3 ) which
               we can select as a basis. This basis is a set of tangent vectors to the coordinate curves. It is now demonstrated
                                                                           ~
                                                                        ~
                                    ~ 1 ~ 2 ~ 3
                                                                     ~
               that the normal basis (E , E , E ) and the tangential basis (E 1 , E 2 , E 3 ) are a set of reciprocal bases.
                   Recall that ~ = x b e 1 + y b e 2 + z b e 3 denotes the position vector of a variable point. By substitution for
                              r
               x, y, z from (1.2.8) there results
                                     ~ = ~(u, v, w)= x(u, v, w) b e 1 + y(u, v, w) b e 2 + z(u, v, w) b e 3 .  (1.2.14)
                                     r
                                         r
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