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paper
paper

... Consequently, D , DX = DY , and P = D1/2 UΣUT D1/2 . Symmetric channels2 are closely related to conforming probability distributions. We shall illustrate this relation in the next lemma and in Section IV. Lemma 1. If P is conforming, then the corresponding conditional distribution matrix PY |X is po ...
Rotation formalisms in three dimensions
Rotation formalisms in three dimensions

QR-method lecture 2 - SF2524 - Matrix Computations for Large
QR-method lecture 2 - SF2524 - Matrix Computations for Large

Graphs and Shortest Paths
Graphs and Shortest Paths

Systems of Equations
Systems of Equations

Simplified Derandomization of BPP Using a Hitting Set Generator
Simplified Derandomization of BPP Using a Hitting Set Generator

KAKEYA-TYPE SETS IN FINITE VECTOR SPACES 1. Given a finite
KAKEYA-TYPE SETS IN FINITE VECTOR SPACES 1. Given a finite

3 Factorisation into irreducibles
3 Factorisation into irreducibles

ON THE NUMBER OF ZERO-PATTERNS OF A SEQUENCE OF
ON THE NUMBER OF ZERO-PATTERNS OF A SEQUENCE OF

An Interpretation of Rosenbrock`s Theorem Via Local
An Interpretation of Rosenbrock`s Theorem Via Local

Chapter 3 Linear Codes
Chapter 3 Linear Codes

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Here

chap4.pdf
chap4.pdf

Rotation Matrices 2
Rotation Matrices 2

1.2 row reduction and echelon forms
1.2 row reduction and echelon forms

... Any nonzero matrix may be row reduced (that is, transformed by elementary row operations) into more than one matrix in echelon form, using different sequences of row operations. However, the reduced echelon form one obtains from a matrix is unique. The following theorem is proved in Appendix A at th ...
Robust convex relaxation for the planted clique and densest k
Robust convex relaxation for the planted clique and densest k

§13. Abstract theory of weights
§13. Abstract theory of weights

... With somewhat more labor one can calculate explicitly the λi in terms of the αj . This information is listed in Table 1, for the convenience, although strictly speaking we shall not need it in what follows. The exact structure of the fundamental group can be found by computing elementary divisors, o ...
Linear Algebra - RPI ECSE - Rensselaer Polytechnic Institute
Linear Algebra - RPI ECSE - Rensselaer Polytechnic Institute

Part IX. Factorization
Part IX. Factorization

9. Numerical linear algebra background
9. Numerical linear algebra background

... vector-vector operations (x, y ∈ Rn) • inner product xT y: 2n − 1 flops (or 2n if n is large) • sum x + y, scalar multiplication αx: n flops matrix-vector product y = Ax with A ∈ Rm×n • m(2n − 1) flops (or 2mn if n large) • 2N if A is sparse with N nonzero elements • 2p(n + m) if A is given as A = ...
Fraction-free matrix factors: new forms for LU and QR factors
Fraction-free matrix factors: new forms for LU and QR factors

... This factoring is modeled on other fraction free definitions, such as pseudo-division, and the idea is to inflate the given object or matrix so that subsequent divisions are guaranteed to be exact. However, although this model is satisfactory for pseudo-division, the above matrix factoring has two u ...
Ribet`s lemma, generalizations, and pseudocharacters
Ribet`s lemma, generalizations, and pseudocharacters

Algebras - University of Oregon
Algebras - University of Oregon

20. Cyclotomic III - Math-UMN
20. Cyclotomic III - Math-UMN

... p would contain a primitive fifth root of unity, so have order divisible by 5. If it had a quadratic factor then × p2 would contain a primitive fifth root of unity, so have order divisible by 5.) Recall the isomorphisms ...
Properties and Recent Applications in Spectral Graph Theory
Properties and Recent Applications in Spectral Graph Theory

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Perron–Frobenius theorem

In linear algebra, the Perron–Frobenius theorem, proved by Oskar Perron (1907) and Georg Frobenius (1912), asserts that a real square matrix with positive entries has a unique largest real eigenvalue and that the corresponding eigenvector can be chosen to have strictly positive components, and also asserts a similar statement for certain classes of nonnegative matrices. This theorem has important applications to probability theory (ergodicity of Markov chains); to the theory of dynamical systems (subshifts of finite type); to economics (Okishio's theorem, Leontief's input-output model); to demography (Leslie population age distribution model), to Internet search engines and even ranking of football teams.
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