The Routh-Hurwitz stability criterion is a mathematical test that determines the stability of a linear time-invariant control system. It uses the characteristic polynomial of the system and constructs Hurwitz determinants to analyze the signs and determine if all roots of the polynomial have negative real parts, indicating stability. The document discusses the theorem, characteristic equation, determinant form, and references related to the Routh-Hurwitz stability criterion.