Prof. Orlando Merino merino@math.uri.edu 874 4442
MTH629
Functional Analysis is the first of two one semester courses
on Functional Analysis. The course is designed for students in mathematics,
science, engineering and other fields.
The main
topic of MTH629 (Fall 98) is theory and applications of linear operators
on a Hilbert space. That is, the course is a natural continuation of Linear
Algebra. The applications include approximation and minimum norm problems,
solutions to infinite systems of equations, and applications to integral
and differential equations.
The requirements of the course are familiarity with linear algebra and advanced calculus. Also, familiarity with mathematical proofs.
The text is the excellent Basic Operator Theory, by Gohberg and Goldberg. The presentation of material is elementary. It begins with finite dimensional vector spaces and matrices, and the theory is gradually developed.
The following course MTH630 (Spring 99) will be mainly on Banach spaces, inear and nonlinear operators on these spaces, and applications to optimization.
TOPICS
Vector
Spaces. Review of basic concepts.
Basis, subspaces, dimension, norm. Inner Product Spaces. Least squares
fit. Distance to convex sets. Orthonormal systems. Detour to Weierstrass
approximation theorem. Fourier Series.
Bounded
Linear Operators on a Hilbert Space. Matrix representation.
Bounded linear functionals. Operators of
finite rank. Invertible
operators. Inversion by iterative method. Infinite systems of equations.
Application to integral
equations.
Compact
Self Adjoint Operators. Existence of eigenvalues and eigenvectors.
The spectral theorem. Minimum-maximum properties of eigenvalues.
Integral Operators. Spectral Theory. Sturm-Liouville systems.
Applications
to infinite systems of differential equations. Iterative Solutions
of Linear Equations and applications to integral equations.
MTH 630 Spring 1999. (PRELIMINARY)
Normed
and Banach Spaces. Finite dimensional normed vector spaces.
Separable spaces. Dual spaces. The family of Hahn-Banach theorems.
Linear
Operators on a Banach Space. Closed operators. Closed graph theorem.
Spectrum of an operator.
Volterra integral operator.
Complemented subspaces and projections. Duality.
Linear functionals on a
Banach space. Dual space. Weak convergence.
Optimization
in Hilbert Space. Minimum norm problems. Normal equations.
Dual problem. Pseudoinverse operators.
Optimization of functionals
on normed spaces. Gateaux and Frechet differentials. Extrema. Constrained
optimization.
Concave and convex functionals.
Non Linear Operators.
Fixed
point theorems. Contraction mapping theorem.
Applications to the solution
of integral and differential equations.
More optimization. Newtons method for solving operator equations. Semidefinite Programming.