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Linear Algebra




                    Notes          Product or Composite of Mappings

                                   Let f : X    Y and g : Y    Z. Then the composite of the mappings f and g denoted by (g o f), is a
                                   mapping from X to Z given by (g o f) : X   Z such that (g o f) (x) = g [f (x)],    x   X.
                                   If f : X    X and g : X    X then we can find both the composite mappings g o f and f o g, but in
                                   general f o g   g o f.
                                   The composite mapping possesses the following properties:
                                   (i)  The composite mapping g o f is one-one onto if the mappings f and g are such.

                                   (ii)  If f : X    Y is a one-one onto mapping,
                                       then f o f  = I  and f  o f = I .
                                                       –1
                                              –1
                                                  y          x
                                   (iii)  If f : X    Y and g : Y    Z are two one-one onto mappings, and f  : Y    X and g  : Z    Y
                                                                                                       –1
                                                                                           –1
                                       are their inverses, then the inverse of the mapping g o f : X    Z is the mapping f  o g  : Z
                                                                                                           –1
                                                                                                        –1
                                          X.
                                   (iv)  If f : X    Y, g : Y    Z, h : Z    U be any mappings, then h o (g o f) and (h o g) o f are equal
                                       mappings of X into U, i.e. the composite mapping is associative.
                                   Relation
                                   If a and b be two elements of a set A, a relation R between them, is symbolically written as aRb,
                                   which means a in R—related to b.

                                   For example, if R is the relation >, the statement a R b means a is greater than b.
                                   A relation R is said to be well defined on the set A if for each ordered pair (a, b), where a, b   A,
                                   the statement a R b is either true or false. A relation in a set A is a subset of the product set A × A.

                                   Inverse Relation

                                   Let R be a relation from A to B. The inverse relation of R denoted by R , is a relation from B to
                                                                                           –1
                                   A defined by

                                                                 x
                                                                y
                                                          R  1  {( , ): y B ,x  A ,( , ) A B }
                                                                              x
                                                                               y
                                   Clearly, if R is a relation from A to B, then the domain of R is identical with the range of R  and
                                                                                                          –1
                                   the range of R is identical with the domain of R .
                                                                         –1
                                   Difference between Relations and Functions
                                   Suppose A and B are two sets. Let f be a function from A to B. Then by the definition of function
                                   f is a subset of A × B in which each a   A appears in one and only one ordered pair belonging to
                                   f. In other words f is a subset of A × B satisfying the following two conditions:
                                   (i)  for each a   A, (a, b)   f for some b   B,
                                   (ii)  if (a, b)  f and (a, b )  f, then b = b .
                                   On the other hand every subset of A × B is a relation from A to B. Thus every function is a relation
                                   but every relation is not a function. If R is a relation from A to B, then domain of R may be a subset
                                   of A. But if f is a function from A to B, then domain of f is equal to A. In a relation from A to B an
                                   element of A may be related to more than one element in B. Also there may be some elements
                                   of A which may not be related to any element in B. But in a function from A to B each element of
                                   A must be associated to one and only one element of B.



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