Perron-Frobenius Theory deals with the characteristics and behavior of non-negative matrices, revealing critical information about their eigenvalues and eigenvectors. This theory is foundational in applications ranging from economics to population dynamics, where it helps in understanding phenomena such as growth rates and steady states in systems represented by linear mappings.