📜 Theorem, law or theory

Perron–Frobenius theorem

Teorema de Perron-Frobenius

Date
1907-1912 · confidence high
Place
Tübingen, Baden-Württemberg, Germany
Credited to
Ferdinand Georg Frobenius y Oskar Perron
Field
Knowledge & symbols

What was discovered

Theorem about matrices with positive entries, proved in its first part by Oskar Perron in 1907 and extended by Ferdinand Georg Frobenius in 1912 to certain classes of nonnegative matrices.

What it led to

  • Key tool in Markov chains and economic growth models
  • Mathematical basis for algorithms such as PageRank
  • Applications in population dynamics and economics

Links

Sources✓ verified 2026-09-28