Introduction to Eigenvalue Problems

This chapter provides an overview of the literature concerning explicit eigenvalue bounds achieved through numerical methods. It outlines the rapid progress in the field of guaranteed eigenvalue computation over the past decade, while also highlighting its relationship with early work such as Birkhoff’s result. Examples of eigenvalue problems demonstrate the need for guaranteed computation. The chapter also discusses the settings of function spaces and basic usage of finite element methods.