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Part B Defining Tensors by Transformation Laws 33

         completely characterizes a vector or a tensor. Thus, it is perfectly meaningful to use a statement
         such as "consider a tensor T/,-" meaning consider the tensor T whose components with respect
         to some set of {e,-} are 7)y. In fact, an alternative way of defining a tensor is through the use of
         transformation laws relating the components of a tensor with respect to different bases.
         Confining ourselves to only rectangular Cartesian coordinate systems and using unit vectors
         along positive coordinate directions as base vectors, we now define Cartesian components of
         tensors of different orders in terms of their transformation laws in the following where the
         primed quantities are referred to basis {e/ } and unprimed quantities to basis {e,-}, the e/ and
         e, are related by e,'-Qe/, Q being an orthogonal transformation

                     a' = a                  zeroth-order tensor(or scalar)
                                      first-order      tensor (or vector)
                     a- ~ Q mia m
                     TJJ = QmiQnjTmn         second-order tensor(or tensor)
                    T/jk = QmiQnjQrkTmnr     third-order tensor
         etc.

           Using the above transformation laws, one can easily establish the following three rules
         (a)the addition rule (b) the multiplication rule and (c) the quotient rule.
           (a)The addition rule:
           If TJ; and Sy are components of any two tensors, then TJJ+SJJ are components of a tensor.
         Similarly if TpandS,-^ are components of any two third order tensors, then Tp.-1-Sp. are
         components of a third order tensor.
           To prove this rule, we note that since Tl jk=Q miQ njQ rkT mnr and S; jk=Q miQ njQ rkS mnr we
         have,
                     +
                                                                         +
                  *ijk Sijk  =  QmiQnjQrk*mnr+QmiQnjQrkTmnr ~ QmiQn}Qrk(^mnr ^nmr)
         Letting W- jk = T^+S^ and W mnr=T mnr+S mnr, we have,
                                      ™ijk — QmiQnjQrkTmnr
         i.e, Wfjff are components of a third order tensor.

           (b)The multiplication rule:
           Let a/ be components of any vector and Tjy be components of any tensor. We can form many
        kinds of products from these components. Examples are (a)a/a,« (b)a/(3ya^ (c) TijT kl, etc. It can
        be proved that each of these products are components of a tensor, whose order is equal to the
        number of the free indices. For example, a/a/ is a scalar (zeroth order tensor), a^ija k are
        components of a third order tensor, 7]y7]y are components of a fourth order tensor.

           To prove that T^Tjy are components of a fourth-order tensor, let M /y W=^r w, then
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