Some nice properties of Lesbesgue Integrals
Lesbesgue's Integral is very well behaved. This is shown by Theorem 1.27 and Fatou's Lemma. Proofs are a result of application of Monotone Convergence theorem.
Theorem 1.27
If fn:X→[0,∞] is measurable, for n=1,2,3,⋯ and
f(x)=∞∑i=1fn(x) (x∈X)
then
∫Xfdμ=∞∑i=1∫xfndμ
In otherwords, the Lebesgue Integrals respect sums!
Proof: Start off with two functions f1 and f2. Know that each of these functions have simple measurable functions s′i and siii such that s′i→f1 and s″i→f2. Let s=s1+s2. Then clearly s→f1+f2. Since we have a sequence of simple functions whose limits are functions f1,f2, we can apply monotone convergence theorem. In case of s′i we have, ∫s′idμ=∫f1dμ Similarly, ∫s″idμ=∫f2dμ Integrals of simple functions can be expanded. Hence, ∫sidμ=∫(s′i+s″i)dμ=∫s′idμ+∫s″idμ Again applying Monotone convergence theorem, we have ∫(f1+f2)dμ=∫f1dμ+∫f2dμ Now let gN=f1+f2+⋯+fN. Clear gN→f. Apply induction on the last equation, we get ∫gNdμ=N∑i=1fidμ Again apply Monotone convergence theorem to LHS of above, ∫fdμ=∞∑i=1fidμ Fatou's Lemma: If fn→[0,∞] is measurable for each positive integer n, then ∫X(limn→∞inffndμ)≤limn→∞inf∫Xfndμ Proof: Put gk(x)=inffk(x) for k=1,2,⋯ Clear that gk(x)≤fk(x). Then, ∫Xgk(x)dμ≤∫xfk(x)dμ for k=1,2,⋯ Also, 0≤g1(x)≤g2(x)⋯. It follows each gk is measurable. Then, gk(x)→limk→∞inffk(x) Using monotone convergence theorem, ∫Xg(k)dμ→∫Xlimn→∞ inffn(x)dμ Conclusion follows.
Proof: Start off with two functions f1 and f2. Know that each of these functions have simple measurable functions s′i and siii such that s′i→f1 and s″i→f2. Let s=s1+s2. Then clearly s→f1+f2. Since we have a sequence of simple functions whose limits are functions f1,f2, we can apply monotone convergence theorem. In case of s′i we have, ∫s′idμ=∫f1dμ Similarly, ∫s″idμ=∫f2dμ Integrals of simple functions can be expanded. Hence, ∫sidμ=∫(s′i+s″i)dμ=∫s′idμ+∫s″idμ Again applying Monotone convergence theorem, we have ∫(f1+f2)dμ=∫f1dμ+∫f2dμ Now let gN=f1+f2+⋯+fN. Clear gN→f. Apply induction on the last equation, we get ∫gNdμ=N∑i=1fidμ Again apply Monotone convergence theorem to LHS of above, ∫fdμ=∞∑i=1fidμ Fatou's Lemma: If fn→[0,∞] is measurable for each positive integer n, then ∫X(limn→∞inffndμ)≤limn→∞inf∫Xfndμ Proof: Put gk(x)=inffk(x) for k=1,2,⋯ Clear that gk(x)≤fk(x). Then, ∫Xgk(x)dμ≤∫xfk(x)dμ for k=1,2,⋯ Also, 0≤g1(x)≤g2(x)⋯. It follows each gk is measurable. Then, gk(x)→limk→∞inffk(x) Using monotone convergence theorem, ∫Xg(k)dμ→∫Xlimn→∞ inffn(x)dμ Conclusion follows.
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