What is Functional Analysis
- Functional analysis is analysis (mathematical analysis or advanced algebra) on infinite-dimensional spaces.
- Origin (background): Specific analytical problems in mathematical physics.
- Research method: Abstract specific analytical problems into problems of analysis on spaces with topological (metric) and/or algebraic structures.
- Current status: Rich in content, widely applied, an essential tool for mathematicians.
| Calculus & Linear Algebra |
Finite-dimensional $\mathbb{R}^n (\mathbb{C}^n)$ |
Matrices and Functions |
Eigenvalues |
Zeros |
| Functional Analysis |
Infinite-dimensional spaces |
$l^p$ , $C[a,b]$ |
Operators |
Spectrum |
Incomplete Normed Linear Spaces
-
| Polynomials $P[0,1]$, $|P|{P[0,1]}:=\max{t\in[0,1]}{ |
P(t) |
}$, its completion is $C[0,1]$. |
-
| $|f|{C[0,1]}:=\int^1{0} |
f |
\,dx$, its completion is $L^1[0,1]$. |
Definition of Operator Norm
\[\|T\|_{\mathcal{L}(\mathcal X,\ \mathcal Y)}=\sup_{x\in\mathcal X\backslash\{0\} }\frac{\|Tx\|}{\|x\|}\]