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diff --git a/src/input/eigen.input.pamphlet b/src/input/eigen.input.pamphlet new file mode 100644 index 00000000..9447c5ec --- /dev/null +++ b/src/input/eigen.input.pamphlet @@ -0,0 +1,122 @@ +\documentclass{article} +\usepackage{axiom} +\begin{document} +\title{\$SPAD/src/input eigen.input} +\author{The Axiom Team} +\maketitle +\begin{abstract} +\end{abstract} +\eject +\tableofcontents +\eject +\section{License} +<<license>>= +--Copyright The Numerical Algorithms Group Limited 1991. +@ +<<*>>= +<<license>> + +-- Computation of eigenvalues and eigenvectors +)cl all + +-- computation of characteristic polynomial + +-- for matrix of integers +m:=matrix([[1,2,1],[2,1,-2],[1,-2,4]]) + +characteristicPolynomial m +characteristicPolynomial(m,x) + +-- for matrix of polynomials +p:=matrix([[x+1,2-x*y,x**2+1],[2-x,y+2*x,x**2-2],[y**2,x-2,4-x*y]]) +characteristicPolynomial p +characteristicPolynomial(p,t) + +-- for general matrix of FRAC POLY INT +n:=matrix([[a,b,c],[d,e,f],[g,h,k]]) +characteristicPolynomial n + +-- there are many functions for the computation of eigenvalues and +-- eigenvectors: +-- the function eigenvalues returns the eigenvalues : +leig := eigenvalues m + +alpha:=leig.1 +-- alpha is a rational eigenvalue; the corresponding eigenvector can be +-- computed with the function eigenvector: +eigenvector(alpha,m) + +beta:=leig.2 +-- beta is a "symbolic" eigenvalue, i.e. it is a root (symbolically expressed) +-- of an irreducible factor of the characteristic polynomial. In this case +-- too we can compute the associate eigenvectors. +eigenvector(beta,m)$EP(INT) +-- eigenvector(beta,m) not accepted by the interpreter + +-- eigenvalues and eigenvectors can be computed simultaneously +-- with the function eigenvectors +eigenvectors m + +q:=matrix [[x**2-y**2,(x-y)*(2*x+3*y)],[x+y,2*x+3*y]] + +eigenvectors(q) + +p:=matrix([[76,-18,58,-10],[-4,78,2,-2],[-6,15,45,3],[22,-75,7,41]]) +ll := eigenvectors p + +-- In this case the algebraic multiplicity (the field eigmult) is different +-- from the geometric multiplicity (the length of the field eigvec). + +generalizedEigenvectors p +generalizedEigenvector(ll.1,p)$EP(INT) +-- generalizedEigenvector(ll.1,p) the interpreter can not handle this + +-- these functions return respectively the complete set of +-- generalized eigenvectors +-- or the generalized eigenvectors associated to a particular eigenvalue alpha, +-- i.e. a basis of the nullSpace((p-alpha*I)**k) where k is the algebraic +-- multiplicity of alpha. + +-- In the case of symbolic eigenvalues it is possible to convert the symbolic +-- eigenvalue and the corresponding eigenvectors in a more explicit form. +m +mm:=matrix([[30,4,24],[-17,8,-7],[-31,-54,-5]]) +-- the function radicalEigenvalues expresses, when possible, the eigenvalues +-- in terms of radicals. +le1:=radicalEigenvalues m +le2:=radicalEigenvalues mm + +-- the function radicalEigenvector computes the eigenvectors assocoted to +-- a given eigenvalue, expressed in terms of radicals +radicalEigenvector(le1.2, m) +radicalEigenvector(le2.2,mm) + +-- the function radicalEigenvectors computes simoultaneously all the +-- eigenvalues and the associated eigenvectors and expresses the , when +-- it is possible, in terms of radical. +radicalEigenvectors m +radicalEigenvectors mm + +-- there exist analogous functions for the computation of real and complex +-- eigenvalues and eigenvectors. + +-- in order to compute respectively the eigenvalues or the +-- eigenvalues and the associared eigevectors of a matrix m and express them +-- as rational numbers (Gaussian rational) up to precision 1/1000000 use +realEigenvalues(m,1/1000000) +complexEigenvalues(mm,1/1000000) + +realEigenvectors(m,1/1000000) +complexEigenvectors(mm,1/1000000) +-- to have the eigenvalues expressed as real float (complex float) use +realEigenvalues(m,.000001) +realEigenvectors(m,.000001) + +complexEigenvalues(mm,.000001) +complexEigenvectors(mm,.000001) +@ +\eject +\begin{thebibliography}{99} +\bibitem{1} nothing +\end{thebibliography} +\end{document} |