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Unit 10: Measurable Functions




          Haracteristic Function: Let A be subset of real numbers. We define the characteristic function   Notes
                                                                                      A
          of the set A as follows:
                                          1 if x A
                                     (x) =
                                   A      0 if x A

          Lebesgue Measurable Function: A function f : E   R* is said to be a Lebesgue measurable function
          on E or a measurable function on E iff the set
                                   –1
          E (f >  ) = {x   E : f (x) >  } = f  { ,  )} is a measurable subset of E        R.
          Measurable Set: A set E is said to be measurable if for each set T, we have
                                                            c
                                   m* (T) = m* (T   E) + m* {T  E )
                                                                        +
          Non-negative Functions: Let f be a function, then its positive part, written f  and its negative
                     –1
          part, written f , are defined to be the non-negative functions given by
                                      +
                                                     –1
                                     f = max (f, 0) and f  = max (–f, 0) respectively.
          Riesz Theorem: Let {f } be a sequence of measurable functions which converges in measure to f.
                           n
          Then there is a subsequence  f   which converges to f a.e.
                                   n k
          Simple Function: A real valued function   is called simple if it is measurable and assumes only
          a finite number of values.
          If  is simple and has the values  ,  , …  , then
                                      1  2   n
                                          n
                                       =     i  A i
                                         i 1
          where                     A = {x :   (x) =  }
                                      i           i
          and A    A is a null set.
               i   j
          Step Function: A real valued function S defined on an interval [a, b] is said to be a step function
          if these is a partition a = x  < x  … < x  = b such that the function assumes one and only one value
                              o   1    n
          in each interval.
          Subsequence: If (x ) is a given sequence in X and (n ) is an strictly increasing sequence of positive
                        n                         k
          integers, then  x   is called a subsequence of (x ).
                        n k                       n

          10.4 Review Questions

          1.   If f is a measurable function and c is a real number, then is it true to say that cf is measurable?

          2.   A non-zero constant function is measurable if and only if X is measurable comment.
          3.   Let Q be the set of rational number and let f be an extended real-valued function such that
               {x : f (x) >  } is measurable for each    Q. Then show that f is measurable.

          4.   Show that if f is measurable then the set {x : f (x) =  } is measurable for each extended real
               number  .
          5.   If f is a continuous function and g is a measurable function, then prove that the composite
               function fog is measurable.







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