2nd edition., corrected and supplemented (the first edition of the book was published in 2001). The textbook sets out the basics of graph theory and matroids, discusses the discrete optimization algorithms most often used by programmers. The textbook is intended for undergraduate and graduate students specializing in computer science and information security, practicing programmers, as well as for everyone who wants to learn the basics of modern discrete computer mathematics.