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Lp Spaces

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Convergence in Lp Space

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Convergence in Lp spaces means that a sequence of functions {fnf_n} converges to a function f in the Lp norm if limnfnfp=0\lim_{n\to\infty} \|f_n - f\|_p = 0.

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Hölder's Inequality

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Hölder's inequality is a fundamental inequality in Lp spaces stating that for functions f in Lp and g in Lq, where 1/p + 1/q = 1, the integral of the product fg is less than or equal to fpgq\|f\|_p\|g\|_q.

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Dual Space of Lp

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The dual space of an Lp space, for 1 < p < infinity, is Lq where 1/p + 1/q = 1. The dual space consists of all bounded linear functionals on Lp.

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Measurable Function

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A measurable function is one for which the preimage of any Lebesgue measurable set is also Lebesgue measurable. These functions are the building blocks of Lp spaces.

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Completeness of Lp Space

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An Lp space is complete, meaning that every Cauchy sequence of functions in this space has a limit within the space. This makes Lp spaces Banach spaces for 1 <= p <= infinity.

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Minkowski's Inequality

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Minkowski's inequality provides a triangle inequality for Lp spaces, stating that for all f and g in an Lp space, f+gpfp+gp\|f + g\|_p \leq \|f\|_p + \|g\|_p when 1 <= p <= infinity.

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L1 Space

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The L1 space, also known as Lebesgue space, consists of integrable functions, where the integral of the absolute value of the function is finite.

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L2 Space

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The L2 space contains all square-integrable functions, i.e., functions whose squares' integral is finite. This space is important in quantum mechanics and Hilbert space theory.

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Riesz-Fischer Theorem

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The Riesz-Fischer Theorem ensures the completeness of Lp spaces by showing that any Cauchy sequence in Lp, given certain conditions, converges in the Lp norm to a function within Lp.

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Dense Subset in Lp Space

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A dense subset in an Lp space is a subset such that for every function in the Lp space, there is a sequence of functions within the subset that converges to it in the Lp norm.

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Fatou's Lemma

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Fatou's Lemma states that the integral of the limit inferior of a sequence of non-negative measurable functions is less than or equal to the limit inferior of the integrals of these functions.

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Lp Space

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An Lp space is a function space defined by the set of measurable functions for which the p-th power of the absolute value is Lebesgue integrable, where 1 <= p < infinity.

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L-infinity Space

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The L-infinity space is the space of essentially bounded functions, where a function f is essentially bounded if there exists a real number M such that the absolute value of f is less than or equal to M almost everywhere.

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Norm in Lp Space

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The norm of a function f in an Lp space, denoted by fp\|f\|_p, is defined as (fpdx)1/p(\int |f|^p dx)^{1/p} for 1 <= p < infinity.

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Lebesgue Integral

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The Lebesgue integral extends the integral to a larger class of functions and is essential for defining the Lp spaces. It considers the measure of the set where the function lies above a certain level.

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