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Linear Algebra




                    Notes          (A ) m + n = n + m, (commutative law)
                                     3
                                   (A ) m + p = n + p   m = n (cancellation law)
                                     4
                                   All these properties can be established from the foregoing postulates and definitions only.

                                   Multiplication Composition

                                   In the set of natural numbers N, we define multiplication which shall be denoted by the symbol
                                   ‘X’ as follows:
                                   (i)  m × 1 = m   m  N
                                            +
                                   (ii)  m × n  = m × n + m,    m, n   N.
                                   Sometimes we often find it convenient to represent m × n by m . n or simply by mn.

                                   The  following  properties,  which  can  be  established  from  Peano’s  postulates,  hold  for
                                   multiplication.
                                   (M ) m, n   N, or mn   N, (Closure law)
                                     1
                                   (M ) (m . n) . p = m . (n . p) or (m n) p = m (n p), (associative law)
                                     2
                                   (M ) m . n = n . m, or m n = n m (Commutative law)
                                     3
                                   (M ) m . p = n . p   m = n, or m p = n p   m = n. (Cancellation law)
                                     4
                                   Distributive Law

                                   The distributive property of multiplication over addition is expressed in the following two forms:
                                   If m, n, p  N, we have

                                   (i)  m . (n + p) = m . n + n . p [Left distributive law]
                                   (ii)  (m + n) . p = m . p + n . p [Right distributive law]
                                   The right distributive law can also be inferred from the left distributive law, since multiplication
                                   is commutative.
                                   Order Property


                                   We say that a natural number m is greater than another number n(m > n), if there exists a number
                                   u   N, such that m = n+ u.
                                   The number m is said to be less than the number n(m < n), if there exists a number v   N, such that
                                   n = m + v.
                                   This order relation possesses the following property.
                                   For any two natural numbers  m and n, there exists one and only one of the following three
                                   possibilities:
                                   (i)  m = n

                                   (ii)  m > n,
                                   (iii)  m < n.
                                   This is known as the Trichotomy law of natural numbers.
                                   It is evident that any set of natural numbers has a smallest number, i.e., if  A is a non-empty
                                   subset of N, there is a number m   A, such that m  n for every n   A.




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