Lower semicontinuous functions: Difference between revisions
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:<math> \{ x \in X : f(x) > a \} = f^{-1} \left( ( a , +\infty ] \right) </math> | :<math> \{ x \in X : f(x) > a \} = f^{-1} \left( ( a , +\infty ] \right) </math> | ||
is open in <math> X </math> for all <math> a \in \mathbb{R} </math>.<ref name="Craig">Craig, Katy. ''MATH 201A HW 1''. UC Santa Barbara, Fall 2020.</ref> | is open in <math> X </math> for all <math> a \in \mathbb{R} </math>.<ref name="Craig">Craig, Katy. ''MATH 201A HW 1''. UC Santa Barbara, Fall 2020.</ref> | ||
==Properties== | |||
*If <math> \{x_n\}_{n \in \mathbb{N}} </math> is an convergent sequence in <math>X </math> converging to some <math>x_0 </math>, then <math>f(x_0) \leq \liminf_{n \to \infty} f(x_n) </math>.<ref name="Craig">Craig, Katy. ''MATH 201A HW 1''. UC Santa Barbara, Fall 2020.</ref> | |||
*If <math> f: X \to \mathbb{R} \cup \{+\infty\}</math> is continuous, then it is lower semicontinuous. <ref name="Craig">Craig, Katy. ''MATH 201A HW 1''. UC Santa Barbara, Fall 2020.</ref> | |||
==Lower Semicontinuous Envelope== | |||
Given any bounded function <math> f :X \to \mathbb{R} </math>, the lower semicontinuous envelope of <math> f </math>, denoted <math> f_* </math> is the lower semicontinuous function defined as | |||
:<math> f_*(x) = \lim_{\epsilon \to 0} \inf\{f(y) : d(x,y) < \epsilon \} = \inf\{\liminf_{n \to \infty} f(x_n) : x_n \to x \}. </math> | |||
==References== | ==References== |
Revision as of 20:26, 10 December 2020
Let be a metric space (or more generally a topological space). A function is lower semicontinuous if
is open in for all .[1]
Properties
- If is an convergent sequence in converging to some , then .[1]
- If is continuous, then it is lower semicontinuous. [1]
Lower Semicontinuous Envelope
Given any bounded function , the lower semicontinuous envelope of , denoted is the lower semicontinuous function defined as