Updated the Lebesgue non-negative integral formula.
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@@ -5,10 +5,10 @@
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\label{definition:measurable-non-negative}
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Let $(X, \cm)$ be a measure space, then
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\[
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\mathcal{L}^+(X, \cm) = \bracs{f: X \to \real| f \ge 0, f \text{ is } (\cm, \cb_\real) \text{-measurable}}
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\mathcal{L}^+(X, \cm) = \bracs{f: X \to [0, \infty]| f \ge 0, f \text{ is } (\cm, \cb_\real) \text{-measurable}}
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\]
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is the space of non-negative $\real$-valued measurable functions on $(X, \cm)$.
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is the space of non-negative $\ol \real$-valued measurable functions on $(X, \cm)$.
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\end{definition}
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\begin{definition}[Integral of Non-Negative Function]
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@@ -23,19 +23,36 @@
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\begin{lemma}
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\label{lemma:lebesgue-non-negative-strict}
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Let $(X, \cm, \mu)$ be a measure space and $f \in \mathcal{L}^+(X, \cm)$, then
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\[
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\int f d\mu = \sup\bracs{\int \phi d\mu \bigg | \phi \in \Sigma^+(X, \cm), \phi|_{\bracs{f > 0}} < f|_{\bracs{f > 0}}, \phi \le f}
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\]
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Let $(X, \cm, \mu)$ be a measure space and $f \in \mathcal{L}^+(X, \cm)$.
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\begin{enumerate}
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\item For each $\phi \in \Sigma^+(X, \cm)$, denote $\phi \le_u f$ if there exists $\delta > 0$ such that $\phi + \delta \ge f$ on $\bracs{\phi > 0}$, then
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\[
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\int f d\mu = \sup\bracs{\int \phi d\mu \bigg | \phi \in \Sigma^+(X, \cm), \phi \le_u f}
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\]
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\item If $\mu$ is semifinite, then
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\[
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\int f d\mu = \sup\bracs{\int \phi d\mu \bigg | \phi \in \Sigma^+(X, \cm) \cap L^1(X; \real), \phi \le_u f}
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\]
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\end{enumerate}
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\end{lemma}
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\begin{proof}
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Let $\phi \in \Sigma^+(X, \cm)$ with $\phi \le f$, then for any $\alpha \in (0, 1)$, $\alpha \phi|_{\bracs{f > 0}} < f|_{\bracs{f > 0}}$. Since
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(1): Let $\phi \in \Sigma^+(X, \cm)$ with $\phi \le f$ and $\alpha \in (0, 1)$. Since $\phi(X) \setminus \bracs{0} \subset (0, \infty)$ is finite, $\delta = \min_{y \in \phi(X) \setminus \bracs{0}}(1 - \alpha)y > 0$. Thus $\alpha \phi + \delta \le \phi \le f$ on $\bracs{\phi > 0} = \bracs{\alpha \phi > 0}$, and $\alpha \phi \le_u f$.
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By \hyperref[linearity on simple functions]{proposition:lebesgue-simple-properties},
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\[
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\int \phi d\mu = \sup_{\alpha \in (0, 1)}\alpha \int \phi d\mu = \sup_{\alpha \in (0, 1)}\int \alpha \phi d\mu
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\]
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the two sides are equal.
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Thus
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\[
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\int \phi d\mu \le \sup\bracs{\int \psi d\mu \bigg | \psi \in \Sigma^+(X, \cm), \psi \le_u f}
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\]
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As the above holds for all $\phi \in \Sigma^+(X, \cm)$,
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\[
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\int f d\mu = \sup\bracs{\int \psi d\mu \bigg | \psi \in \Sigma^+(X, \cm), \psi \le_u f}
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\]
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\end{proof}
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\begin{theorem}[Monotone Convergence Theorem]
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@@ -98,7 +115,7 @@
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\begin{proof}
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(1): By \autoref{lemma:lebesgue-simple-monotone}, there exists $\seq{f_n}, \seq{g_n} \subset \Sigma^+(X, \cm)$ with $0 \le f_n \le f$ and $0 \le g_n \le g$ for each $n \in \natp$, $f_n \upto f$, and $g_n \upto g$. By \autoref{proposition:lebesgue-simple-properties} and the \hyperref[Monotone Convergence Theorem]{theorem:mct},
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\begin{align*}
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\int \alpha f + g d\mu = \limv{n}\int \alpha f_n + g_n d\mu = \alpha\limv{n}\int f_n d\mu + \limv{n}\int g_n d\mu \\
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\int \alpha f + g d\mu &= \limv{n}\int \alpha f_n + g_n d\mu = \alpha\limv{n}\int f_n d\mu + \limv{n}\int g_n d\mu \\
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&= \alpha \int f d\mu + \int g d\mu
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\end{align*}
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