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466                                                              APPENDIX













                         Figure A6 Vector addition and difference illustration
        Elementary Vector Operations, dot and cross product

        The dot product (also called the inner product or scalar product) of two vectors   and   is
                                                                         1
                                                                               2
        always the scalar defined as:
                      ∘  = | | ∙ | | ⋅ cos() =  ∙  +  1  ∙  2  +  ∙  2  (A.5)
                            1
                                 2
                       2
                   1
                                                 2
                                             1
                                                              1
        since by definition for the orthogonal unit vectors
                                ∘  =  ∘  =  ∘  = 1
                                                     0
                                        0
                                            0
                                0
                                    0
                                                 0
                                                                      �          (A.6)
                   ∘  =  ∘  =  ∘  =  ∘  =  ∘  =  ∘  = 0
                                                     0
                                        0
                                                                 0
                                0
                            0
                                    0
                   0
                                                             0
                                                0
                                                         0
                                             0
                       0
        The dot product is the length of the projection of   onto   multiplied by the length of   (or
                                                 1
                                                                                2
                                                        2
        the other way around, it is commutative) as shown in Figure A7
                         Figure A7 Illustration of dot product of two vectors
        If so, the length | ∘  | of the dot product is equal to | | ∙ | ||cos()| and the angle 
                            2
                                                              2
                        1
                                                         1
        between two vectors
                                  cos() = ( ∘  ) (| | ∙ | |)⁄  1  2              (A.7)
                                              2
                                          1
        Note that   and   are perpendicular when  = /2 or  ∘  = 0. Evidently, ( ) ∘  =
                 1
                                                           2
                                                                                 2
                                                                            1
                                                       1
                       2
        ( ∘  ) =  ∘ ( ) where a is the scalar,    ∘ ( +  ) =  ∘  +  ∘   and ( +
                                                         2
                                                     1
                          2
                                                                          2
               2
                                                                                 2
                    1
                                                              3
                                                3
                                                                  1
                                                                      3
           1
         ) ∘  =  ∘  +  ∘  . Note that the dot product of a vector with itself gives the square
              1
                              2
         3
                      1
                          3
                  2
        of its magnitude
                                         ∘  = | |                     (A.8)
                                                    2
                                                  1
                                             1
                                         1
        Cross product  =  ×   is defined as the vector perpendicular to the plane containing 
                                                                                   1
                         1
                             2
        and   as shown in Figure A8a.
             2
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