The quantum Perron–Frobenius space
Linzhe Huang
Beijing Institute of Mathematical Sciences and Applications, P. R. ChinaArthur Jaffe
Harvard University, Cambridge, USAZhengwei Liu
Tsinghua University, Beijing, P. R. China; Beijing Institute of Mathematical Sciences and Applications, P. R. ChinaJinsong Wu
Beijing Institute of Mathematical Sciences and Applications, P. R. China

Abstract
We introduce the concept of -positive elements in planar algebras and establish a Perron–Frobenius theorem for such elements. We investigate the existence and uniqueness of the Perron–Frobenius eigenspace. When the eigenspace is not one dimensional, we characterize its multiplicative structure. Furthermore, we interpret the Perron–Frobenius eigenspace as the space of logical qubits for mixed states in quantum information theory. We also explore the connection between these mathematical results and quantum error correction, particularly in relation to the Knill–Laflamme theorem.
Cite this article
Linzhe Huang, Arthur Jaffe, Zhengwei Liu, Jinsong Wu, The quantum Perron–Frobenius space. J. Noncommut. Geom. (2025), published online first
DOI 10.4171/JNCG/631