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# Sphinx build info version 1
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# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
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config: d22bf392ac5466eace936293413c78ce
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config: 74daf348061de8c86e648bcb0a9328f8
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L1_preliminaries.html

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<meta charset="utf-8" />
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<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
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<title>1. Preliminaries &#8212; Computational linear algebra course 2020.0 documentation</title>
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<title>1. Preliminaries &#8212; Computational linear algebra course 2022.0 documentation</title>
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<link rel="stylesheet" type="text/css" href="_static/pygments.css" />
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<link rel="stylesheet" type="text/css" href="_static/fenics.css" />
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<link rel="stylesheet" type="text/css" href="_static/proof.css" />
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<link rel="index" title="Index" href="genindex.html" />
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<link rel="search" title="Search" href="search.html" />
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<link rel="next" title="2. QR Factorisation" href="L2_QR_factorisation.html" />
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<link rel="prev" title="Errata for 2021/22" href="errata.html" />
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<link rel="prev" title="cla_utils package" href="cla_utils.html" />
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<!--[if lte IE 6]>
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<link rel="stylesheet" href="_static/ie6.css" type="text/css" media="screen" charset="utf-8" />
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<![endif]-->
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<div class="admonition hint">
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<p class="admonition-title">Hint</p>
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<p>Before you attempt any exercises, you need to make sure that you
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have everything you need set up on your computer.</p>
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have everything you need set up on your computer. See the checklist
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in <a class="reference internal" href="exercises.html#comp-exercises"><span class="std std-ref">the exercises section</span></a>.</p>
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</div>
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<section id="matrices-vectors-and-matrix-vector-multiplication">
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<h2><span class="section-number">1.1. </span>Matrices, vectors and matrix-vector multiplication<a class="headerlink" href="#matrices-vectors-and-matrix-vector-multiplication" title="Permalink to this headline"></a></h2>
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e_1 &amp; e_2 &amp; \ldots &amp; e_m
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\end{pmatrix}\\= ZA.\end{aligned}\end{align} \]</div>
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</div></blockquote>
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<p>We call <span class="math notranslate nohighlight">\(Z\)</span> a (left) inverse of <span class="math notranslate nohighlight">\(A\)</span>. (Exercises: show that <span class="math notranslate nohighlight">\(Z\)</span> is
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the unique left inverse of <span class="math notranslate nohighlight">\(A\)</span>, and show that <span class="math notranslate nohighlight">\(Z\)</span> is also the unique
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right inverse of <span class="math notranslate nohighlight">\(A\)</span>, satisfying <span class="math notranslate nohighlight">\(I = AZ\)</span>.) We write <span class="math notranslate nohighlight">\(Z=A^{-1}\)</span>.</p>
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<dl class="simple">
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<dt>We call <span class="math notranslate nohighlight">\(Z\)</span> a (left) inverse of <span class="math notranslate nohighlight">\(A\)</span>. It can be shown that <span class="math notranslate nohighlight">\(Z\)</span> is the</dt><dd><p>unique left inverse of <span class="math notranslate nohighlight">\(A\)</span>, and that <span class="math notranslate nohighlight">\(Z\)</span> is also the unique right
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inverse of <span class="math notranslate nohighlight">\(A\)</span>, satisfying <span class="math notranslate nohighlight">\(I = AZ\)</span>. We write <span class="math notranslate nohighlight">\(Z=A^{-1}\)</span>.</p>
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</dd>
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</dl>
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<p>The first four parts of the next theorem are a consequence of what
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we have so far, and we shall quote the fifth and sixth (see a linear algebra
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course).</p>
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<span class="proof-type">Exercise 1.16</span>
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</div><div class="proof-content">
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<p>(This is an advanced exercise if the other exercises are complete.
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If you are behind on the exercises please skip this one.)</p>
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<p>Consider a matrix <span class="math notranslate nohighlight">\(A=B + iC\)</span> where <span class="math notranslate nohighlight">\(B,C\in\mathbb{R}^{m\times m}\)</span>
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and <span class="math notranslate nohighlight">\(A\)</span> is Hermitian. Show that <span class="math notranslate nohighlight">\(B=B^T\)</span> and <span class="math notranslate nohighlight">\(C=-C^T\)</span>. To save
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memory, instead of storing values of <span class="math notranslate nohighlight">\(A\)</span> (<span class="math notranslate nohighlight">\(m\times m\)</span> complex
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<div class="clearer"></div>
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</div>
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<div class="footer" role="contentinfo">
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&#169; Copyright 2020, Colin J. Cotter.
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&#169; Copyright 2020-2022, Colin J. Cotter.
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Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.2.0.
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</div>
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</body>

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