Metrics, Norms, Inner Products, and Operator Theory (Applied and Numerical Harmonic Analysis)

This text is a self-contained introduction to the three main families that we encounter in analysis – metric spaces, normed spaces, and inner product spaces – and to the operators that transform objects in one into objects in another. With an emphasis on the fundamental properties defining the spaces, this book guides readers to a deeper understanding of analysis and an appreciation of the field as the “science of functions.”

Many important topics that are rarely presented in an accessible way to undergraduate students are included, such as unconditional convergence of series, Schauder bases for Banach spaces, the dual of ℓ_p topological isomorphisms, the Spectral Theorem, the Baire Category Theorem, and the Uniform Boundedness Principle. The text is constructed in such a way that instructors have the option whether to include more advanced topics.

Written in an appealing and accessible style, Metrics, Norms, Inner Products, and Operator Theory is suitable for independent study or as the basis for an undergraduate-level course. Instructors have several options for building a course around the text depending on the level and interests of their students.

• Aimed at students who have a basic knowledge of undergraduate real analysis. All of the required background material is reviewed in the first chapter.
• Suitable for undergraduate-level courses; no familiarity with measure theory is required.
• Extensive exercises complement the text and provide opportunities for learning by doing.
• A separate solutions manual is available for instructors via the Birkhäuser website (www.springer.com/978-3-319-65321-1).