This book describes how the spectral theory of finite graphs can be strengthened by exploiting properties of the eigenspaces of adjacency matrices associated with a graph. The extension of spectral techniques proceeds at three levels: using eigenvectors associated with an arbitr…
This book describes how the spectral theory of finite graphs can be strengthened by exploiting properties of the eigenspaces of adjacency matrices associated with a graph. The extension of spectral techniques proceeds at three levels: using eigenvectors associated with an arbitr…
This book describes how the spectral theory of finite graphs can be strengthened by exploiting properties of the eigenspaces of adjacency matrices associated with a graph. The extension of spectral techniques proceeds at three levels: using eigenvectors associated with an arbitr…
Nonlinear Perron-Frobenius theory
by Nussbaum, Roger D., Lemmens, Bas
fromCambridge tracts in mathematics
In the past several decades the classical Perron-Frobenius theory for nonnegative matrices has been extended to obtain remarkably precise and beautiful results for classes of nonlinear maps. This nonlinear Perron-Frobenius theory has found significant uses in computer science, m…
Nonlinear Perron-Frobenius theory
by Nussbaum, Roger D., Lemmens, Bas
fromCambridge tracts in mathematics
Nonlinear Perron-Frobenius theory
by Nussbaum, Roger D., Lemmens, Bas
fromCambridge tracts in mathematics
Sometimes in mathematics an innocent-looking observation opens up a new road to a fertile field. A nice example of such an observation is due to Garrett Birkhoff [23] and Hans Samelson [187], who remarked that one can use Hilbert's (projective) metric and the contraction mapping…
Nonlinear Perron-Frobenius theory
by Lemmens, Bas, Nussbaum, Roger
fromCambridge tracts in mathematics
Nonlinear Perron-Frobenius theory
by Nussbaum, Roger D., Lemmens, Bas
fromCambridge tracts in mathematics
"Sometimes in mathematics an innocent-looking observation opens up a new road to a fertile field. A nice example of such an observation is due to Garrett Birkhoff [23] and Hans Samelson [187], who remarked that one can use Hilbert's (projective) metric and the contraction mappin…
Nonlinear Perron-Frobenius theory
by Nussbaum, Roger D., Lemmens, Bas
fromCambridge tracts in mathematics
In the past several decades the classical Perron-Frobenius theory for nonnegative matrices has been extended to obtain remarkably precise and beautiful results for classes of nonlinear maps. This nonlinear Perron-Frobenius theory has found significant uses in computer science, m…
Considering that the motion of strings with finitely many masses on them is described by difference equations, this book presents the spectral theory of such problems on finite graphs of strings. The direct problem of finding the eigenvalues as well as the inverse problem of fin…
"Spatial Regression Analysis Using Eigenvector Spatial Filtering provides both theoretical foundations and guidance on practical implementation for the eigenvector spatial filtering (ESF) technique. ESF is a novel and powerful spatial statistical methodology that allows spatial …