This is a book for those who want to understand main ideas in theory of problems. It provides a good introduction to classical topics (under heading of the calculus of variations) and more modern topics (under heading of optimal control). It employs language and terminology of functional analysis to discuss and justify setup of problems that are of great importance in applications. The book is concise and self-contained, and should be suitable for readers with a standard undergraduate background in engineering mathematics.