Page 48 - Intro to Tensor Calculus
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                             Definition: ( Absolute scalar field) Assume there exists a coordinate
                             transformation of the type (1.2.30) with Jacobian J different from zero. Let
                             the scalar function
                                                               2
                                                            1
                                                                     N
                                                     f = f(x ,x ,... ,x )                (1.2.36)
                                                           i
                             be a function of the coordinates x ,i =1,... ,N in a space V N . Whenever
                             there exists a function
                                                            1  2     N
                                                     f = f(x , x ,... , x )              (1.2.37)
                                                                i
                             which is a function of the coordinates x ,i =1,... ,N such that f = J W  f,
                             then f is called a tensor of rank or order zero of weight W in the space V N .
                             Whenever W = 0, the scalar f is called the component of an absolute scalar
                             field and is referred to as an absolute tensor of rank or order zero.



                   That is, an absolute scalar field is an invariant object in the space V N with respect to the group of
               coordinate transformations. It has a single component in each coordinate system. For any scalar function
               of the type defined by equation (1.2.36), we can substitute the transformation equations (1.2.30) and obtain

                                            1
                                                                              1
                                                          1
                                                  N
                                                                   N
                                                                                     N
                                     f = f(x ,... ,x )= f(x (x),...,x (x)) = f(x ,... , x ).          (1.2.38)
               Vector Transformation, Contravariant Components
                   In V N consider a curve C defined by the set of parametric equations

                                                       i
                                                           i
                                                 C :  x = x (t),  i =1,... ,N
               where t is a parameter. The tangent vector to the curve C is the vector

                                                          1   2       N
                                                        dx  dx      dx
                                                  ~
                                                  T =      ,   ,...,      .
                                                        dt   dt      dt
               In index notation, which focuses attention on the components, this tangent vector is denoted
                                                       dx i
                                                    i
                                                  T =     ,    i =1,... ,N.
                                                        dt
               For a coordinate transformation of the type defined by equation (1.2.30) with its inverse transformation
               defined by equation (1.2.32), the curve C is represented in the barred space by

                                            i
                                                             N
                                        i
                                               1
                                                    2
                                                                     i
                                       x = x (x (t),x (t),...,x (t)) = x (t),  i =1,... ,N,
               with t unchanged. The tangent to the curve in the barred system of coordinates is represented by
                                                         i
                                                 dx i  ∂x dx j
                                                     =        ,  i =1,... ,N.                         (1.2.39)
                                                         j
                                                 dt    ∂x dt
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