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Functional analysis front page
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[QUICK DESCRIPTION] Functional analysis is the study of infinite-dimensional vector spaces. Typically these are spaces of functions such as $L^p(\Omega)$ being the space of functions $f$ where [maths] \int_\Omega |f(x)|^p \, dx < +\infty [/maths] for $1\leq p<\infty$. These spaces must have a topology, which is often given in terms of a norm such as [maths] \|f\|_{L^p} = \left[\int_\Omega |f(x)|^p \, dx\right]^{1/p}. [/maths] The name comes from the notion of functionals which are continuous linear functions $\psi:X\to\R$ where $X$ is the space concerned. A major early problem was the identification of ways of representing the functionals of a given infinite dimensional space $X$. For example, the [[w:Riesz representation theorem|Riesz representation theorem]] (or perhaps one should say theorems) says that if $C[a,b]$ is the space of continuous functions $f:[a,b]\to\R$, then any functional $\psi:C[a,b]\to\R$, with the norm $\|f\|=\max_{a\leq x\leq b}|f(x)|$ on $C[a,b]$, could be represented in terms of a function $m$ of bounded variation with [maths] \psi(f) = \int_a^b f(x)\,dm(x), [/maths] where the integral is understood in the Riemann-Stieltjes sense. Related results concern, for example, the functionals on $L^p(\Omega)$ spaces. Such analysis quickly led to the classification of infinite-dimensional spaces: Banach spaces, Hilbert spaces, reflexive spaces, and investigation of their properties. This is a large area and involves large parts of classical and modern analysis. It is used in a large number of subjects, but especially partial differential equations, geometric analysis, quantum mechanics, and dynamical systems, to give a small sample of relatively applied parts of mathematics that use functional analysis. [PREREQUISITES] Calculus, basic analysis. [GENERAL DISCUSSION] Here is a (small) sample of topics: * representation of functionals ** [[Know the Riesz representation theorems!]] * dual spaces, topologies ** [[Measures on $A$ are in the dual of $C(A)$]] ** [[Know your dual spaces]] * different notions of convergence: strong, weak, weak* ** [[Use weak or weak* convergence whenever you can get away with it]] * topological vector spaces * operator algebras * spaces of (linear) operators $X\to Y$ * geometry of Banach spaces * spaces of measures with values in (Banach) spaces (see [[w:Vector measure|vector measure]]) * existence of solutions to operator equations: solve $Ax=b$ for $x$ * fixed point and minimax theorems ** [[Look for monotone operators]] ** [[Check compactness in non-obvious spaces]] * Fredholm operators and Fredholm index ** [[To compute Fredholm index, use homotopies]] * compactness of sets in specific spaces ** [[Simon's and Seidman's theorems]] * optimization of functions defined on spaces (see Convex and variational analysis) * differential equations on spaces and evolution equations ** [[Use pseudomonotone operators]] * convex and variational analysis ** [[If in doubt, use the separating hyperplane theorem]] ** [[The Fitzpatrick function is very useful for maximal monotone operators]] * [[w:Complex interpolation|interpolation spaces]] * particular (classes of) spaces: e.g., [[w:Sobolev spaces|Sobolev spaces]], Orlicz spaces, $\ell^p$, $L^p$, $c_0$
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