X-Git-Url: http://gitweb.michael.orlitzky.com/?p=mjotex.git;a=blobdiff_plain;f=mjo-linear_algebra.tex;h=7f2484a546ef750977ca2b4c1ab7ae451a66f122;hp=02e1d12aba4d6383ee2b79f44eea272d96457329;hb=HEAD;hpb=910a2a081216b966d80e888d62cd3dcfae7418d5 diff --git a/mjo-linear_algebra.tex b/mjo-linear_algebra.tex index 02e1d12..5f25544 100644 --- a/mjo-linear_algebra.tex +++ b/mjo-linear_algebra.tex @@ -1,17 +1,24 @@ % % Standard operations from linear algebra. % +\ifx\havemjolinearalgebra\undefined +\def\havemjolinearalgebra{1} -% Needed for \lvert, \rVert, etc. and \operatorname. -\usepackage{amsmath} -% Wasysym contains the \ocircle that we use in \directsumperp. -\usepackage{wasysym} +\ifx\lvert\undefined + \usepackage{amsmath} % \lvert, \rVert, etc. and \operatorname. +\fi -% Part of the adjustbox package; needed to clip the \perp sign. -\usepackage{trimclip} +\ifx\ocircle\undefined + \usepackage{wasysym} +\fi -\input{mjo-common} +\ifx\clipbox\undefined + % Part of the adjustbox package; needed to clip the \perp sign. + \usepackage{trimclip} +\fi + +\input{mjo-common} % for \of, at least % Absolute value (modulus) of a scalar. \newcommand*{\abs}[1]{\left\lvert{#1}\right\rvert} @@ -37,9 +44,29 @@ % specialized to real matrices. \newcommand*{\transpose}[1]{ #1^{T} } +% The Moore-Penrose (or any other, I guess) pseudo-inverse of its +% sole argument. +\newcommand*{\pseudoinverse}[1]{ #1^{+} } + % The trace of an operator. \newcommand*{\trace}[1]{ \operatorname{trace}\of{{#1}} } +% The diagonal matrix whose only nonzero entries are on the diagonal +% and are given by our argument. The argument should therefore be a +% vector or tuple of entries, by convention going from the top-left to +% the bottom-right of the matrix. +\newcommand*{\diag}[1]{\operatorname{diag}\of{{#1}}} + +% The "rank" of its argument, which is context-dependent. It can mean +% any or all of, +% +% * the rank of a matrix, +% * the rank of a power-associative algebra (particularly an EJA), +% * the rank of an element in a Euclidean Jordan algebra. +% +\newcommand*{\rank}[1]{ \operatorname{rank}\of{{#1}} } + + % The ``span of'' operator. The name \span is already taken. \newcommand*{\spanof}[1]{ \operatorname{span}\of{{#1}} } @@ -49,6 +76,29 @@ % The orthogonal projection of its second argument onto the first. \newcommand*{\proj}[2] { \operatorname{proj}\of{#1, #2} } +% The set of all eigenvalues of its argument, which should be either a +% matrix or a linear operator. The sigma notation was chosen instead +% of lambda so that lambda can be reserved to denote the ordered tuple +% (largest to smallest) of eigenvalues. +\newcommand*{\spectrum}[1]{\sigma\of{{#1}}} +\ifdefined\newglossaryentry + \newglossaryentry{spectrum}{ + name={\ensuremath{\spectrum{L}}}, + description={the set of all eigenvalues of $L$}, + sort=s + } +\fi + +% The reduced row-echelon form of its argument, a matrix. +\newcommand*{\rref}[1]{\operatorname{rref}\of{#1}} +\ifdefined\newglossaryentry + \newglossaryentry{rref}{ + name={\ensuremath{\rref{A}}}, + description={the reduced row-echelon form of $A$}, + sort=r + } +\fi + % The ``Automorphism group of'' operator. \newcommand*{\Aut}[1]{ \operatorname{Aut}\of{{#1}} } @@ -62,7 +112,7 @@ \newcommand*{\matricize}[1]{ \operatorname{mat}\of{{#1}} } % An inline column vector, with parentheses and a transpose operator. -\newcommand*{\colvec}[1]{ \left({#1}\right)^{T} } +\newcommand*{\colvec}[1]{ \transpose{\left({#1}\right)} } % Bounded linear operators on some space. The required argument is the % domain of those operators, and the optional argument is the @@ -95,3 +145,37 @@ % Now declare an orthogonal direct sum in terms of \oplusperp. \newcommand*{\directsumperp}[2]{ {#1}\oplusperp{#2} } + + +% The space of real symmetric n-by-n matrices. Does not reduce to +% merely "S" when n=1 since S^{n} does not mean an n-fold cartesian +% product of S^{1}. +\newcommand*{\Sn}[1][n]{ \mathcal{S}^{#1} } +\ifdefined\newglossaryentry + \newglossaryentry{Sn}{ + name={\ensuremath{\Sn}}, + description={the set of $n$-by-$n$ real symmetric matrices}, + sort=Sn + } +\fi + +% The space of complex Hermitian n-by-n matrices. Does not reduce to +% merely "H" when n=1 since H^{n} does not mean an n-fold cartesian +% product of H^{1}. The field may also be given rather than assumed +% to be complex; for example \Hn[3]\of{\mathbb{O}} might denote the +% 3-by-3 Hermitian matrices with octonion entries. +\newcommand*{\Hn}[1][n]{ \mathcal{H}^{#1} } +\ifdefined\newglossaryentry + \newglossaryentry{Hn}{ + name={\ensuremath{\Hn}}, + description={the set of $n$-by-$n$ complex Hermitian matrices}, + sort=Hn + } +\fi + + +% The general linear group of square matrices whose size is the first +% argument and whose entries come from the second argument. +\newcommand*{\GL}[2]{\operatorname{GL}_{#1}\of{#2}} + +\fi