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Linear Algebra




                    Notes                                  = least non-negative remainder when a + (b + c) is divisible by m
                                                           = least non-negative remainder when (a + b) + c divided by m.
                                   since               a + (b + c) = (a + b) + c
                                                                                                            +
                                                               = (a + b) +  c                  [by definition of  m]
                                                                        m
                                                               = (a +  b) +  c             [  a + b = a +  b (mod m)]
                                                                    m   m                             m
                                                               ‘+ ’ is an associative composition.
                                                                 m
                                   Existence of Identity Element: We have 0   G. Also, if a is any element of G, then 0 +  a = a + m .
                                                                                                              0
                                                                                                      m
                                   Therefore 0 is the identity element.
                                   Existence of Inverse: The inverse of 0 is 0 itself. If r  G and r   0, then m – r   G. Also (m – r) +  r
                                                                                                             m
                                          
                                   = 0 = r +  m (m – r). Therefore (m – r) is the inverse of r.
                                   Commutative Property: The composition ‘ m’ is commutative also.
                                                                     +
                                   Since
                                                          a +  b = least non-negative remainder when a + b is divided by m
                                                             m
                                                               = least non-negative remainder when b + a is divided by m
                                                               = b +  a.
                                                                    m
                                   The set G contains m elements.

                                   Hence (G,  m) is a finite abelian group of order m.
                                           +
                                   Multiplicative Group of Integers Modulo p where p is Prime

                                   The set G of (p – 1) integers 1, 2, 3, …, p – 1, p being prime, is a finite abelian group of order
                                   p – 1, the composition being multiplication modulo p.
                                   Let G = {1, 2, 3, … p – 1} where p is prime.

                                   Closure Property: Let a and b be any elements of G. Then 1 < a < p – 1, 1 < b < p – 1. Now by
                                   definition a ×  b = r where  r is the least non-negative remainder when the ordinary product a b
                                              p
                                   is divided by p. Since p is prime, therefore a b is not exactly divisible by p. Therefore r cannot  be
                                   zero and w shall have 1   r  p – 1. Thus a ×  b   G  a, b   G. Hence the closure axiom is satisfied.
                                                                     p
                                   Associative Law: a, b, c, be any arbitrary elements of G.
                                   Then  a p b  p c  a p (bc  )  [  b ×  C = bc (mod p)]
                                                                     p
                                   = least non-negative remainder when a (bc) is divided by p
                                   = least non-negative remainder when ab (c) is divided by p
                                                               = (ab) ×  C
                                                                      p
                                                               = (a ×  b) ×  C               [  ab = a × pb (mod p)]
                                                                    p   p
                                          ‘X’  is an associative composition.
                                            p
                                   Existence of left identity: We have 1   G. Also if a is any element of G, then 1 ×  a = a. Therefore
                                                                                                  p
                                   1 is the left identity.
                                   Existence of left inverse: Let s be any member of G. Then 1 < s < p – 1.






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