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mathematical_physics_2007_30.pdf
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4.3.2 The Transformation Matrix In general, any linear coordinate transformation of a vector can be written, using subscript notation, as
where [a] is called the transformation matrix. In the discussion that follows, two simple approaches for determiningthe elements of [a] are presented. The first assumes two systems with known basis vectors. The second assumes knowledge of only the coordinateequations relating the two systems. The choice between methods is simply convenience. While Cartesian coordinate systems are assumed in the derivations, these methods easily generalize to all coordinate transformations.
Determining [a] from the Basis Vectors If the basis vectors of both coordinate systems are known, it is quite simple to determine the components of [ a ]. Consider a vector expressed with components in two different Cartesian systems,
Substitute the expression for V: given in Equation 4.25 into Equation 4.26 to obtain
v k 6 k = aijvjs,!. (4.27)
vectors (in other words, Vk+-m= 0 and V k = m = l), to obtain
&, = a. rm &!. (^1) (4.28)
Dot multiplication of 2 : on both sides yields
Unm = (6; * C,). (4.29)
Notice the elements of [a] are just the directional cosines between all the pairs of basis vectors in the primed and unprimed systems.
Determining [a] from the Coordinate Eqclations If the basis vectors are not explicitly known, the coordinate equations relating the two systems provide the quickest method for determining the transformation matrix. Begin by considering the expressions for the displacement vector in the two systems. Because both the primed and unprimed systems are Cartesian,
dF = dX.6. = d x,e,, ' A ' (4.30)
where the dxl and dxi are the total differentials of the coordinates. Because Equation 4.25 holds for the components of any vector, including the displacement vector,
dx: = aijdx,. (4.3 1 )
74 INTRODUCTION TO TENSORS
Equation 4.3 1 provides a general method for obtaining the elements of the matrix [a] using the equations relating the primed and unprimed coordinates. Working in three dimensions, assume these equations are
xi' = x;(xI, x2. x3).
Expanding the total differentials of Equations 4.32 gives
Again, using subscript notation, this is written more succinctly as
dxf = dX,'(Xl,^ x2.^ x3)dxj. anj
Comparison of Equation 4.3 1 and Equation 4.34 identifies the elements of [a] as
The OrthonormalPropertyof [a] If the original and the primed coordinate systems are both orthonormal, a useful relationship exists among the elements of [a]. It is easily derived by dot multiplying both sides of Equation 4.28 by &:
Equation 4.36 written in matrix form is
where [a]' is the standard notation for the transpose of [a], and the matrix [l] is a square matrix, with 1's on the diagonal and 0's on the off-diagonal elements.