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Linear Algebra




                    Notes          (ii)  1 is the multiplicative identity of N as
                                                                 a.1 = 1.a = a  a  N.
                                       Evidently 1 is identity of multiplication for I (set of integers), Q (set of rational numbers,
                                       R (set of real numbers).
                                   Inverse: An element a   G is said to have its inverse with respect to certain operation o if there
                                   exists b   G such that

                                                                   a o b = e = b o a.
                                   e being the identity in G with respect to o.
                                                                   –1
                                                                                                           –1
                                   Such an element b, usually denoted by a  is called the inverse of a. Thus a  o a = e = a o a  for
                                                                                               –1
                                   a   G.
                                   In the set of integers the inverse of an integer a with respect to ordinary addition operation is
                                   – a and in the set of non-zero rational numbers, the inverse of a with respect to multiplication is
                                   1/a which belongs to the set.

                                   Algebraic Structure

                                   A non-empty set G together with at least one binary operation defined on it is called an algebraic
                                   structure. Thus if G is a non-empty set and ‘o’ is a binary operation on G, then (G, o) is an algebraic
                                   structure.
                                                               (n, +), (I, +), (I, –), (R, +, .)
                                   are all algebraic structures. Since addition and multiplication are both binary operations on the
                                   set R of real numbers, (R, +, .) is an algebraic structure equipped with two operations.

                                   Illustrative Examples



                                          Example 2: If the binary operation o on Q the set of rational numbers is defined by
                                                           a o b = a + b – a b, for every a, b  Q
                                   show that Q is commutative and associative.
                                   Solution:
                                   (i)  ‘o’ is commutative in Q because if a, b   Q, then

                                       a o b = a + b – a b = b + a – b a = b o a.
                                   (ii)  ‘o’ is associative in Q because if a, b, c  Q then
                                                        a o (b o c) = a o (b + c – b c)
                                                               = a + (b + c – b c) – a (b + c – b c)

                                                               = a + b – a b + c – (a + b – a b) c
                                                               = (a o b) oc.


                                          Example 3: Given that S = {A, B, C, D} where A =  , B = {a}, and C = {a, b}. D = {a, b, c} show
                                   that S is closed under the binary operations   (union of sets) and   (intersection of sets) on S.







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