A primer of Perron–Frobenius theory for matrix polynomials

Abstract We present an extension of Perron–Frobenius theory to the spectra and numerical ranges of Perron polynomials, namely, matrix polynomials of the form L(λ)=Iλ m −A m−1 λ m−1 −⋯−A 1 λ−A 0 , where the coefficient matrices are entrywise nonnegative. Our approach relies on the companion matrix linearization. First, we recount the generalization of the Perron–Frobenius Theorem to Perron polynomials and report some of its consequences. Subsequently, we examine the role of L(λ) in multistep difference equations and provide a multistep version of the Fundamental Theorem of Demography. Finally, we extend Issos' results on the numerical range of nonnegative matrices to Perron polynomials.

[1]  T. Raghavan,et al.  Nonnegative Matrices and Applications , 1997 .

[2]  F. R. Gantmakher The Theory of Matrices , 1984 .

[3]  Hans Schneider,et al.  Applications of Perron–Frobenius theory to population dynamics , 2001, Journal of mathematical biology.

[4]  J. Gillis,et al.  Matrix Iterative Analysis , 1961 .

[5]  Nguyen Khoa Son,et al.  Stability radii of positive linear difference equations under affine parameter perturbations , 2003, Appl. Math. Comput..

[6]  John Maroulas,et al.  Perron–Frobenius type results on the numerical range , 2002 .

[7]  On spectra of expansion graphs and matrix polynomials. II. , 2002 .

[8]  Richard S. Varga,et al.  Matrix Iterative Analysis , 2000, The Mathematical Gazette.

[9]  Heinrich P. Lotz,et al.  Über einen Satz von F. Niiro und I. Sawashima , 1968 .

[10]  Charles R. Johnson,et al.  Topics in Matrix Analysis , 1991 .

[11]  M. Shubik,et al.  Dynamics of money. , 1998, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[12]  Sudipta Roy,et al.  Dynamics of money, output and price interaction — some Indian evidence , 2000 .

[13]  S. Friedland,et al.  Spectra of expansion graphs , 1999 .

[14]  M. Fiedler,et al.  A classification of matrices of class Z , 1992 .

[15]  Robert J. Plemmons,et al.  Nonnegative Matrices in the Mathematical Sciences , 1979, Classics in Applied Mathematics.

[16]  P. Lancaster,et al.  Factorization of selfadjoint matrix polynomials with constant signature , 1982 .

[17]  J. Cushing An introduction to structured population dynamics , 1987 .

[18]  P. Psarrakos ON THE ESTIMATION OF THE -NUMERICAL RANGE OF MONIC MATRIX POLYNOMIALS , 2022 .

[19]  John Maroulas,et al.  Geometrical properties of numerical range of matrix polynomials , 1996 .

[20]  P. Lancaster,et al.  Invariant subspaces of matrices with applications , 1986 .

[21]  D. D. Olesky,et al.  Perron-frobenius theory for a generalized eigenproblem , 1995 .

[22]  Charles R. Johnson,et al.  Matrix analysis , 1985, Statistical Inference for Engineers and Data Scientists.

[23]  Peter Lancaster,et al.  The theory of matrices , 1969 .

[24]  K. Förster,et al.  Some properties of the spectral radius of a monic operator polynomial with nonnegative compact coefficients , 1991 .

[25]  Winfried K. Grassmann,et al.  Real eigenvalues of certain tridiagonal matrix polynomials, with queueing applications , 2002 .

[26]  Hans Schneider,et al.  The influence of the marked reduced graph of a nonnegative matrix on the Jordan form and on related properties: A survey , 1986 .

[27]  R. T. Rau On the peripheral spectrum of monic operator polynomials with positive coefficients , 1992 .

[28]  Beatrice Meini,et al.  Solving matrix polynomial equations arising in queueing problems , 2002 .

[29]  H. H. Schaefer Banach Lattices and Positive Operators , 1975 .

[30]  On spectra of expansion graphs and matrix polynomials , 2003 .

[31]  U. Rothblum Algebraic eigenspaces of nonnegative matrices , 1975 .

[32]  Chi-Kwong Li,et al.  The numerical range of a nonnegative matrix , 2002 .