Chapter 1: Banach Spaces

  1. Normed linear spaces

  2. Lp spaces and Hardy Spaces

  3. Linear operators

Chapter 2: The Basic Principles

  1. The Hahn-Banach Theorem

  2. The Uniform Boundedness Principle

  3. The Open Mapping and Closed Graph Theorems

Chapter 3: Hilbert Spaces

  1. Inner product spaces

  2. Adjoint operators

  3. Weak convergence

  4. The Spectral Theorem

Chapter 4: Methods of Optimization

  1. Maximizing vectors

  2. Pseudoinverse operators

  3. Optimization of functionals

  4. Constrained optimization