{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "hide_input": true, "internals": {}, "slideshow": { "slide_type": "skip" }, "tags": [ "remove-cell" ] }, "outputs": [], "source": [ "# for lecture use notebook\n", "%matplotlib inline\n", "qr_setting = None\n", "qrviz_setting = 'save'\n", "#\n", "%config InlineBackend.figure_format='retina'\n", "# import libraries\n", "import numpy as np\n", "import matplotlib as mpf\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "import laUtilities as ut\n", "import slideUtilities as sl\n", "import demoUtilities as dm\n", "import pandas as pd\n", "import matplotlib.animation as animation\n", "import matplotlib as mp\n", "mp.rcParams['animation.html'] = 'jshtml'\n", "from importlib import reload\n", "from datetime import datetime\n", "from IPython.display import Image\n", "from IPython.display import display_html\n", "from IPython.display import display\n", "from IPython.display import Math\n", "from IPython.display import Latex\n", "from IPython.display import HTML;" ] }, { "cell_type": "markdown", "metadata": { "internals": { "slide_type": "subslide" }, "slideshow": { "slide_type": "slide" } }, "source": [ "# Diagonalization" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "\n", "\n", "
\n", "\n", "
\n", "\"Welcome, Harry, to Diagon Alley\"\n", "
\n", "-- Rubeus Hagrid\n", "
" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "> Anyone who understands algebraic notation, reads at a glance in an equation results reached arithmetically only with great labour and pains. \n", "> \n", "> — Antoine-Augustin Cournot, 1838" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Today we consider an important factorization of a square matrix. \n", "\n", "This factorization uses eigenvalues and eigenvectors, and makes many problems substantially easier.\n", "\n", "Furthermore, it gives fundamental insight into the properties of a matrix." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "Given a square matrix $A$, the factorization of $A$ is of the form \n", "\n", "$$A = PDP^{-1}$$\n", "\n", "where $D$ is a __diagonal__ matrix." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Recall from last lecture, that the above equation means that $A$ and $D$ are __similar__ matrices.\n", "\n", "So this factorization amounts to finding a $P$ that allows us to make $A$ similar to a __diagonal__ matrix." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "This factorization allows us to \n", "* represent $A$ in a form that exposes the properties of $A$, \n", "* represent $A^k$ in an easy to use form, and\n", "* compute $A^k$ quickly for large values of $k$." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Let's look at an example to show why this factorization is so important." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## Powers of a Diagonal Matrix\n", "\n", "Consider taking the powers of a diagonal matrix. \n", "\n", "For example, $D = \\begin{bmatrix}5&0\\\\0&3\\end{bmatrix}.$ " ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Then note that $D^2 = \\begin{bmatrix}5&0\\\\0&3\\end{bmatrix}\\begin{bmatrix}5&0\\\\0&3\\end{bmatrix} = \\begin{bmatrix}5^2&0\\\\0&3^2\\end{bmatrix},$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "And $D^3 = DD^2 = \\begin{bmatrix}5&0\\\\0&3\\end{bmatrix}\\begin{bmatrix}5^2&0\\\\0&3^2\\end{bmatrix} = \\begin{bmatrix}5^3&0\\\\0&3^3\\end{bmatrix}.$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "So in general,\n", "\n", "$$ D^k = \\begin{bmatrix}5^k&0\\\\0&3^k\\end{bmatrix} \\;\\;\\;\\mbox{for}\\;k\\geq1.$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "### Extending to a general matrix $A$\n", "\n", "Now, consider if $A$ is __similar__ to a diagonal matrix. \n", "\n", "For example, let $A = PDP^{-1}$ for some invertible $P$ and diagonal $D$." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Then, $A^k$ is also easy to compute. " ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "__Example.__ \n", "\n", "Let $A = \\begin{bmatrix}7&2\\\\-4&1\\end{bmatrix}.$ \n", "\n", "Find a formula for $A^k,$ given that $A = PDP^{-1},$ where\n", "\n", "$$P = \\begin{bmatrix}1&1\\\\-1&-2\\end{bmatrix}\\;\\mbox{and}\\;D = \\begin{bmatrix}5&0\\\\0&3\\end{bmatrix}.$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "__Solution.__ \n", "\n", "The standard formula for the inverse of a $2\\times 2$ matrix yields\n", "\n", "$$P^{-1} = \\begin{bmatrix}2&1\\\\-1&-1\\end{bmatrix}$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Then, by associativity of matrix multiplication,\n", "\n", "$$A^2 = (PDP^{-1})(PDP^{-1}) $$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "$$= PD(P^{-1}P)DP^{-1}$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "$$ = PDDP^{-1}$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "$$ = PD^2P^{-1}$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "$$ = \\begin{bmatrix}1&1\\\\-1&-2\\end{bmatrix}\\begin{bmatrix}5^2&0\\\\0&3^2\\end{bmatrix}\\begin{bmatrix}2&1\\\\-1&-1\\end{bmatrix}$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "So in general, for $k\\geq 1,$\n", "\n", "$$A^k = PD^kP^{-1}$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "$$=\\begin{bmatrix}1&1\\\\-1&-2\\end{bmatrix}\\begin{bmatrix}5^k&0\\\\0&3^k\\end{bmatrix}\\begin{bmatrix}2&1\\\\-1&-1\\end{bmatrix}$$" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true, "slideshow": { "slide_type": "fragment" } }, "source": [ "$$=\\begin{bmatrix}2\\cdot5^k-3^k&5^k-3^k\\\\2\\cdot3^k-2\\cdot5^k&2\\cdot3^k-5^k\\end{bmatrix}$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "Now, it is important to understand:\n", "\n", "
This factorization may not always be possible.
" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Hence, we have a definition:\n", "\n", "A square matrix $A$ is said to be __diagonalizable__ if $A$ is similar to a diagonal matrix." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "That is, $A$ is diagonalizable we can find some invertible $P$ such that\n", "\n", "$$A = PDP^{-1}$$ \n", "\n", "and $D$ is a diagonal matrix." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" }, "tags": [ "remove-cell" ] }, "source": [ "``` {toggle}\n", "Question Time! Q18.1\n", "```" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## Diagonalization Requires Eigenvectors and Eigenvalues\n", "\n", "Next we will show that to diagonalize a matrix, one __must__ use the eigenvectors and eigenvalues of $A$." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "__Theorem.__ (The Diagonalization Theorem)\n", "\n", "An $n\\times n$ matrix $A$ is diagonalizable if and only if $A$ has $n$ __linearly independent__ eigenvectors." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "In fact, \n", "\n", "$$A = PDP^{-1},$$ \n", "\n", "with $D$ a diagonal matrix, \n", "\n", "__if and only if__ the columns of $P$ are $n$ linearly independent eigenvectors of $A.$ " ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "In this case, the __diagonal entries of $D$ are eigenvalues__ of $A$ that correspond, respectively, to the eigenvectors in $P$." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ " In other words, $A$ is diagonalizable if and only if there are enough eigenvectors to form a basis of $\\mathbb{R}^n$. \n", " \n", "We call such a basis an __eigenvector basis__ or an __eigenbasis__ of $\\mathbb{R}^n$." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "__Proof.__\n", "\n", "First, we prove the \"only if\" part: if $A$ is diagonalizable, it has $n$ linearly independent eigenvectors." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Observe that if $P$ is any $n\\times n$ matrix with columns $\\mathbf{v}_1,\\dots,\\mathbf{v}_n,$ then\n", "\n", "$$AP = A[\\mathbf{v}_1\\;\\mathbf{v}_2\\;\\cdots\\;\\mathbf{v}_n] = [A\\mathbf{v}_1\\;A\\mathbf{v}_2\\;\\cdots\\;A\\mathbf{v}_n]$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "next, note if $D$ is any diagonal matrix with diagonal entries $\\lambda_1,\\dots,\\lambda_n,$\n", "\n", "$$PD = P\\begin{bmatrix}\\lambda_1&0&\\cdots&0\\\\0&\\lambda_2&\\cdots&0\\\\\\vdots&\\vdots&\\ddots&\\vdots\\\\0&0&\\cdots&\\lambda_n\\end{bmatrix} = [\\lambda_1\\mathbf{v}_1\\;\\lambda_2\\mathbf{v}_2\\;\\cdots\\;\\lambda_n\\mathbf{v}_n].$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Now suppose $A$ is diagonalizable and $A = PDP^{-1}.$ Then right-multiplying this relation by $P$, we have \n", "\n", "$$AP = PD$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "In this case, the calculations above show that\n", "\n", "$$[A\\mathbf{v}_1\\;A\\mathbf{v}_2\\;\\cdots\\;A\\mathbf{v}_n] = [\\lambda_1\\mathbf{v}_1\\;\\lambda_2\\mathbf{v}_2\\;\\cdots\\;\\lambda_n\\mathbf{v}_n].$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Equating columns, we find that\n", "\n", "$$A\\mathbf{v}_1 = \\lambda_1\\mathbf{v}_1, \\;\\;\\; A\\mathbf{v}_2 = \\lambda_2\\mathbf{v}_2, \\;\\;\\; \\dots, \\;\\;\\; A\\mathbf{v}_n = \\lambda_n\\mathbf{v}_n$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Since $P$ is invertible, its columns $\\mathbf{v}_1, \\dots,\\mathbf{v}_n$ must be linearly independent. \n", "\n", "Also, since these columns are nonzero, the equations above show that $\\lambda_1, \\dots, \\lambda_n$ are eigenvalues and $\\mathbf{v}_1, \\dots, \\mathbf{v}_n$ are the corresponding eigenvectors. \n", "\n", "This proves the \"only if\" part of the theorem." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "The \"if\" part of the theorem is: if $A$ has $n$ linearly independent eigenvectors, $A$ is diagonalizable.\n", "\n", "This is straightforward: given $A$'s $n$ eigenvectors $\\mathbf{v}_1,\\dots,\\mathbf{v}_n,$ use them to construct the columns of $P$ and use corresponding eigenvalues $\\lambda_1, \\dots, \\lambda_n$ to construct $D$. " ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Using the sequence of equations above in reverse order, we can go from \n", "\n", "$$A\\mathbf{v}_1 = \\lambda_1\\mathbf{v}_1, \\;\\;\\; A\\mathbf{v}_2 = \\lambda_2\\mathbf{v}_2, \\;\\;\\; \\dots, \\;\\;\\; A\\mathbf{v}_n = \\lambda_n\\mathbf{v}_n$$\n", "\n", "to \n", "\n", "$$AP = PD.$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Since the eigenvectors are given as linearly independent, $P$ is invertible and so \n", "\n", "$$A = PDP^{-1}.$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "The takeaway is this:\n", "\n", "Every $n\\times n$ matrix having $n$ **linearly independent** eigenvectors can be factored into the product of \n", "* a matrix $P$, \n", "* a diagonal matrix $D$, and\n", "* the inverse of $P$ \n", "\n", "... where $P$ holds the eigenvectors of $A$, and $D$ holds the eigenvalues of $A$.\n", "\n", "This is the __eigendecomposition__ of $A$. \n", "\n", "(It is quite fundamental!)" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" }, "tags": [ "remove-cell" ] }, "source": [ "``` {toggle}\n", "Question Time! Q18.2\n", "```" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## Diagonalizing a Matrix\n", "\n", "Let's put this all together and see how to diagonalize a matrix." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Four Steps to Diagonalization" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "__Example.__ Diagonalize the following matrix, if possible.\n", "\n", "$$A = \\begin{bmatrix}1&3&3\\\\-3&-5&-3\\\\3&3&1\\end{bmatrix}$$\n", "\n", "That is, find an invertible matrix $P$ and a diagonal matrix $D$ such that $A = PDP^{-1}.$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "#### Step 1: Find the eigenvalues of $A$.\n", "\n", "This is routine for us now. If we are working with $2\\times2$ matrices, we may choose to find the roots of the characteristic polynomial (quadratic). For anything larger we'd use a computer." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "In this case, the characteristic equation turns out to involve a cubic polynomial that can be factored:\n", "\n", "$$0 = \\det(A-\\lambda I) $$\n", "\n", "$$ = -\\lambda^3 - 3\\lambda^2 + 4$$\n", "\n", "$$ = -(\\lambda -1)(\\lambda +2)^2$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "So the eigenvalues are $\\lambda = 1$ and $\\lambda = -2$ (with multiplicity two)." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "#### Step 2: Find three linearly independent eigenvectors of $A$.\n", "\n", "Note that we need _three_ linearly independent vectors because $A$ is $3\\times3.$ " ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "
This is the step at which, if A cannot be diagonalized, we find out
\n", "\n", "... because we cannot find 3 linearly independent eigenvectors." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Using our standard method (finding the nullspace of $A - \\lambda I$) we find a basis for each eigenspace:\n", "\n", "Basis for $\\lambda = 1$: $\\mathbf{v}_1 = \\begin{bmatrix}1\\\\-1\\\\1\\end{bmatrix}.$\n", "\n", "Basis for $\\lambda = -2$: $\\mathbf{v}_2 = \\begin{bmatrix}-1\\\\1\\\\0\\end{bmatrix}$ and $\\mathbf{v}_3 = \\begin{bmatrix}-1\\\\0\\\\1\\end{bmatrix}.$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "At this point we must ensure that $\\{\\mathbf{v}_1, \\mathbf{v}_2, \\mathbf{v}_3\\}$ forms a linearly independent set.\n", "\n", "(These vectors in fact do.)" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "#### Step 3: Construct $P$ from the vectors in Step 2.\n", "\n", "The order of the vectors is actually not important.\n", "\n", "$$P = [\\mathbf{v}_1\\;\\mathbf{v}_2\\;\\mathbf{v}_3] = \\begin{bmatrix}1&-1&-1\\\\-1&1&0\\\\1&0&1\\end{bmatrix}.$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "#### Step 4: Construct $D$ from the corresponding eigenvalues.\n", "\n", "The order of eigenvalues must match the order of eigenvectors used in the previous step.\n", "\n", "If an eigenvalue has multiplicity greater than 1, then repeat it the corresponding number of times.\n", "\n", "$$D = \\begin{bmatrix}1&0&0\\\\0&-2&0\\\\0&0&-2\\end{bmatrix}.$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "And we are done. We have diagonalized $A$:\n", "\n", "$$A = \\begin{bmatrix}1&3&3\\\\-3&-5&-3\\\\3&3&1\\end{bmatrix} = \\begin{bmatrix}1&-1&-1\\\\-1&1&0\\\\1&0&1\\end{bmatrix} \\begin{bmatrix}1&0&0\\\\0&-2&0\\\\0&0&-2\\end{bmatrix}\\begin{bmatrix}1&-1&-1\\\\-1&1&0\\\\1&0&1\\end{bmatrix}^{-1}$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "So, just as a reminder, we can now take powers of $A$ quite efficiently:\n", "\n", "$$A^{100} = \\begin{bmatrix}1&-1&-1\\\\-1&1&0\\\\1&0&1\\end{bmatrix} \\begin{bmatrix}1^{100}&0&0\\\\0&(-2)^{100}&0\\\\0&0&(-2)^{100}\\end{bmatrix}\\begin{bmatrix}1&-1&-1\\\\-1&1&0\\\\1&0&1\\end{bmatrix}^{-1}$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "### When Diagonalization Fails\n", "\n", "__Example.__ Let's look at an example of how diagonalization can fail." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Diagonalize the following matrix, if possible.\n", "\n", "$$A = \\begin{bmatrix}2&4&3\\\\-4&-6&-3\\\\3&3&1\\end{bmatrix}.$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "__Solution.__ The characteristic equation of $A$ turns out to be the same as in the last example:\n", "\n", "$$0 = \\det(A-\\lambda I) = -(\\lambda-1)(\\lambda +2)^2$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "The eigenvalues are $\\lambda = 1$ and $\\lambda = -2.$ However, it is easy to verify that each eigenspace is only one-dimensional:\n", "\n", "Basis for $\\lambda_1 = 1$: $\\mathbf{v}_1 = \\begin{bmatrix}1\\\\-1\\\\1\\end{bmatrix}.$\n", "\n", "Basis for $\\lambda_2 = -2$: $\\mathbf{v}_2 = \\begin{bmatrix}-1\\\\1\\\\0\\end{bmatrix}.$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "There are not other eigenvalues, and every eigenvector of $A$ is a multiple of either $\\mathbf{v}_1$ or $\\mathbf{v}_2.$ " ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Hence it is impossible to construct a basis of $\\mathbb{R}^3$ using eigenvectors of $A$. \n", "\n", "So we conclude that $A$ is __not__ diagonalizable." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "### An Important Case\n", "\n", "There is an important situation in which we can conclude immediately that $A$ is diagonalizable, without explicitly constructing and testing the eigenspaces of $A$." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "__Theorem.__\n", "\n", "An $n\\times n$ matrix with $n$ distinct eigenvalues is diagonalizable.\n", "\n", "__Proof__\n", "Omitted, but easy." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "__Example.__\n", "\n", "Determine if the following matrix is diagonalizable.\n", "\n", "$$A = \\begin{bmatrix}5&-8&1\\\\0&0&7\\\\0&0&-2\\end{bmatrix}.$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "__Solution.__\n", "\n", "It's easy! Since $A$ is triangular, its eigenvalues are $5, 0,$ and $-2$. Since $A$ is a $3\\times3$ with 3 distinct eigenvalues, $A$ is diagonalizable." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "skip" }, "tags": [ "remove-cell" ] }, "source": [ "``` {toggle}\n", "Question Time! Q18.3\n", "```" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## Diagonalization as a Change of Basis\n", "\n", "We can now turn to an understanding of how diagonalization informs us about the properties of $A$.\n", "\n", "Let's interpret the diagonalization $A = PDP^{-1}$ in terms of how $A$ acts as a linear operator." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "When thinking of $A$ as a linear operator, diagonalization has a specific interpretation: \n", "\n", "
Diagonalization separates the influence of each vector component from the others.
" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Intuitively, the point to see is that when we multiply a vector $\\mathbf{x}$ by a diagonal matrix $D$, the change to each component of $\\mathbf{x}$ depends only on that component. \n", "\n", "That is, multiplying by a diagonal matrix simply __scales__ the components of the vector." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "On the other hand, when we multiply by a matrix $A$ that has off-diagonal entries, the components of $\\mathbf{x}$ affect each other." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "So diagonalizing a matrix allows us to bring intuition to its behavior as as linear operator." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "### Interpreting Diagonalization Geometrically\n", "\n", "When we compute $P\\mathbf{x},$ we are taking a vector sum of the columns of $P$:\n", "\n", "$$P\\mathbf{x} = \\mathbf{p}_1 x_1 + \\mathbf{p}_2 x_2 + \\dots \\mathbf{p}_n x_n.$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Now $P$ is invertible, so its columns are a basis for $\\mathbb{R}^n$. Let's call that basis $\\mathcal{B} = \\{\\mathbf{p}_1, \\mathbf{p}_2, \\dots, \\mathbf{p}_n\\}.$ \n", "\n", "So, we can think of $P\\mathbf{x}$ as \"the point that has coordinates $\\mathbf{x}$ in the basis $\\mathcal{B}$.\" " ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "On the other hand, what if we wanted to __find__ the coordinates of a vector in basis $\\mathcal{B}$?" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Let's say we have some $\\mathbf{y}$, and we want to find its coordinates in the basis B.\n", "\n", "So $\\mathbf{y} = P\\mathbf{x}.$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Then since $P$ is invertible, $\\mathbf{x} = P^{-1} \\mathbf{y}.$\n", "\n", "Thus, $P^{-1} \\mathbf{y}$ is \"the coordinates of $\\mathbf{y}$ in the basis $\\mathcal{B}.$\"" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "So we can interpret $PDP^{-1}\\mathbf{x}$ as:\n", "\n", "1) Compute the coordinates of $\\mathbf{x}$ in the basis $\\mathcal{B}$. \n", "\n", "This is $P^{-1}\\mathbf{x}.$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "2) Scale those coordinates according to the diagonal matrix $D$. \n", "\n", "This is $DP^{-1}\\mathbf{x}.$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "3) Find the point that has those scaled coordinates in the basis $\\mathcal{B}.$ \n", " \n", "This is $PDP^{-1}\\mathbf{x}.$\n", " " ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "Let's visualize diagonalization geometrically.\n", "\n", "Here is $A$ transforming a point $\\mathbf{x} = \\begin{bmatrix}2.47\\\\1.25\\end{bmatrix}$." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "hide_input": true, "slideshow": { "slide_type": "fragment" }, "tags": [ "remove-input" ] }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 649, "width": 964 } }, "output_type": "display_data" } ], "source": [ "ax = ut.plotSetup(-1,6,-1,6,size=(12,8))\n", "ut.centerAxes(ax)\n", "v1 = np.array([5.0,1.0])\n", "v1 = v1 / np.sqrt(np.sum(v1*v1))\n", "v2 = np.array([3.0,5.0])\n", "v2 = v2 / np.sqrt(np.sum(v2*v2))\n", "# ut.plotVec(ax,v1,'b')\n", "# ut.plotVec(ax,v2)\n", "# ut.plotLinEqn(-v1[1],v1[0],0,color='b')\n", "# ut.plotLinEqn(-v2[1],v2[0],0,color='r')\n", "# for i in range(-4,8):\n", "# ut.plotLinEqn(-v1[1],v1[0],i*(v1[0]*v2[1]-v1[1]*v2[0]),format=':',color='b')\n", "# ut.plotLinEqn(-v2[1],v2[0],i*(v2[0]*v1[1]-v2[1]*v1[0]),format=':',color='r')\n", "p1 = 2*v1+v2\n", "p2 = 4*v1+3*v2\n", "ut.plotVec(ax, p1,'k')\n", "ut.plotVec(ax, p2,'k')\n", "ax.annotate('', xy=(p2[0], p2[1]), xycoords='data',\n", " xytext=(p1[0], p1[1]), textcoords='data',\n", " size=15,\n", " #bbox=dict(boxstyle=\"round\", fc=\"0.8\"),\n", " arrowprops={'arrowstyle': 'simple',\n", " 'fc': '0.7', \n", " 'ec': 'none',\n", " 'connectionstyle' : 'arc3,rad=-0.3'},\n", " )\n", "ax.text(2.5,0.75,r'${\\bf x}$',size=20)\n", "ax.text(5.2,2.75,r'$A{\\bf x}$',size=20)\n", "ax.plot(0,0,'');" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Now, let's compute $P^{-1}\\mathbf{x}.$\n", "\n", "Remember that the columns of $P$ are the eigenvectors of $A$.\n", "\n", "So $P^{-1}\\mathbf{x}$ is the coordinates of the point $\\mathbf{x}$ in the __eigenvector basis__:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "hide_input": true, "slideshow": { "slide_type": "fragment" }, "tags": [ "remove-input" ] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 649, "width": 964 } }, "output_type": "display_data" } ], "source": [ "ax = ut.plotSetup(-1,6,-1,6,size=(12,8))\n", "ut.centerAxes(ax)\n", "v1 = np.array([5.0,1.0])\n", "v1 = v1 / np.sqrt(np.sum(v1*v1))\n", "v2 = np.array([3.0,5.0])\n", "v2 = v2 / np.sqrt(np.sum(v2*v2))\n", "ut.plotVec(ax,v1,'b')\n", "ut.plotVec(ax,v2)\n", "ut.plotLinEqn(-v1[1],v1[0],0,color='b')\n", "ut.plotLinEqn(-v2[1],v2[0],0,color='r')\n", "for i in range(-4,8):\n", " ut.plotLinEqn(-v1[1],v1[0],i*(v1[0]*v2[1]-v1[1]*v2[0]),format=':',color='b')\n", " ut.plotLinEqn(-v2[1],v2[0],i*(v2[0]*v1[1]-v2[1]*v1[0]),format=':',color='r')\n", "p1 = 2*v1+v2\n", "p2 = 4*v1+3*v2\n", "ut.plotVec(ax, p1,'k')\n", "#ut.plotVec(ax, p2,'k')\n", "#ax.annotate('', xy=(p2[0], p2[1]), xycoords='data',\n", "# xytext=(p1[0], p1[1]), textcoords='data',\n", "# size=15,\n", " #bbox=dict(boxstyle=\"round\", fc=\"0.8\"),\n", "# arrowprops={'arrowstyle': 'simple',\n", "# 'fc': '0.7', \n", "# 'ec': 'none',\n", "# 'connectionstyle' : 'arc3,rad=-0.3'},\n", "# )\n", "ax.text(2.5,0.75,r'${\\bf x}$',size=20)\n", "ax.text(v2[0]-0.15,v2[1]+0.5,r'${\\bf p_2}$',size=20)\n", "ax.text(v1[0]-0.15,v1[1]+0.35,r'${\\bf p_1}$',size=20)\n", "#ax.text(5.2,2.75,r'$A{\\bf x}$',size=16)\n", "ax.plot(0,0,'');" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "The coordinates of $\\mathbf{x}$ in this basis are (2,1). \n", "\n", "In other words $P^{-1}\\mathbf{x} = \\begin{bmatrix}2\\\\1\\end{bmatrix}.$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Now, we compute $DP^{-1}\\mathbf{x}.$ Since $D$ is diagonal, this is just scaling each of the $\\mathcal{B}$-coordinates. \n", "\n", "In this example the eigenvalue corresponding to $\\mathbf{p}_1$ is 2, and the eigenvalue corresponding to $\\mathbf{p}_2$ is 3." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "hide_input": true, "slideshow": { "slide_type": "fragment" }, "tags": [ "remove-input" ] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": { "image/png": { "height": 649, "width": 964 } }, "output_type": "display_data" } ], "source": [ "ax = ut.plotSetup(-1,6,-1,6,size=(12,8))\n", "ut.centerAxes(ax)\n", "v1 = np.array([5.0,1.0])\n", "v1 = v1 / np.sqrt(np.sum(v1*v1))\n", "v2 = np.array([3.0,5.0])\n", "v2 = v2 / np.sqrt(np.sum(v2*v2))\n", "#ut.plotVec(ax,v1,'b')\n", "#ut.plotVec(ax,v2)\n", "ut.plotLinEqn(-v1[1],v1[0],0,color='b')\n", "ut.plotLinEqn(-v2[1],v2[0],0,color='r')\n", "for i in range(-4,8):\n", " ut.plotLinEqn(-v1[1],v1[0],i*(v1[0]*v2[1]-v1[1]*v2[0]),format=':',color='b')\n", " ut.plotLinEqn(-v2[1],v2[0],i*(v2[0]*v1[1]-v2[1]*v1[0]),format=':',color='r')\n", "p1 = 2*v1+v2\n", "p2 = 4*v1+3*v2\n", "ut.plotVec(ax, p1,'k')\n", "ut.plotVec(ax, p2,'k')\n", "ax.annotate('', xy=(p2[0], p2[1]), xycoords='data',\n", " xytext=(p1[0], p1[1]), textcoords='data',\n", " size=15,\n", " #bbox=dict(boxstyle=\"round\", fc=\"0.8\"),\n", " arrowprops={'arrowstyle': 'simple',\n", " 'fc': '0.7', \n", " 'ec': 'none',\n", " 'connectionstyle' : 'arc3,rad=-0.3'},\n", " )\n", "ax.text(2.5,0.75,r'${\\bf x}$',size=20)\n", "ax.text(5.2,2.75,r'$A{\\bf x}$',size=20)\n", "ax.plot(0,0,'');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "So the coordinates of $A\\mathbf{x}$ in the basis $\\mathcal{B}$ are \n", "\n", "$$ \\begin{bmatrix}2&0\\\\0&3\\end{bmatrix}\\begin{bmatrix}2\\\\1\\end{bmatrix} = \\begin{bmatrix}4\\\\3\\end{bmatrix}.$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Now we convert back to the standard basis -- that is, we ask which point has coordinates (4,3) in basis $\\mathcal{B}.$\n", "\n", "\n", "We rely on the fact that if $\\mathbf{y}$ has coordinates $\\mathbf{x}$ in the basis $\\mathcal{B}$, then $\\mathbf{y} = P\\mathbf{x}.$\n", "\n", "So\n", "\n", "$$ A\\mathbf{x} = P\\begin{bmatrix}4\\\\3\\end{bmatrix}$$\n", "\n", "$$ = PDP^{-1}\\mathbf{x}.$$" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "hide_input": true, "tags": [ "remove-input" ] }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 649, "width": 964 } }, "output_type": "display_data" } ], "source": [ "ax = ut.plotSetup(-1,6,-1,6,size=(12,8))\n", "ut.centerAxes(ax)\n", "v1 = np.array([5.0,1.0])\n", "v1 = v1 / np.sqrt(np.sum(v1*v1))\n", "v2 = np.array([3.0,5.0])\n", "v2 = v2 / np.sqrt(np.sum(v2*v2))\n", "#ut.plotVec(ax,v1,'b')\n", "#ut.plotVec(ax,v2)\n", "#ut.plotLinEqn(-v1[1],v1[0],0,color='b')\n", "#ut.plotLinEqn(-v2[1],v2[0],0,color='r')\n", "#for i in range(-3,8):\n", "# ut.plotLinEqn(-v1[1],v1[0],i*(v1[0]*v2[1]-v1[1]*v2[0]),format=':',color='b')\n", "# ut.plotLinEqn(-v2[1],v2[0],i*(v2[0]*v1[1]-v2[1]*v1[0]),format=':',color='r')\n", "p1 = 2*v1+v2\n", "p2 = 4*v1+3*v2\n", "#ut.plotVec(ax, p1,'k')\n", "ut.plotVec(ax, p2,'k')\n", "#ax.annotate('', xy=(p2[0], p2[1]), xycoords='data',\n", "# xytext=(p1[0], p1[1]), textcoords='data',\n", "# size=15,\n", "# #bbox=dict(boxstyle=\"round\", fc=\"0.8\"),\n", "# arrowprops={'arrowstyle': 'simple',\n", "# 'fc': '0.7', \n", "# 'ec': 'none',\n", "# 'connectionstyle' : 'arc3,rad=-0.3'},\n", "# )\n", "#ax.text(2.5,0.75,r'${\\bf x}$',size=16)\n", "ax.text(5.2,2.75,r'$A{\\bf x}$',size=20)\n", "ax.plot(0,0,'');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We find that $A\\mathbf{x}$ = $PDP^{-1}\\mathbf{x} = \\begin{bmatrix}5.46\\\\3.35\\end{bmatrix}.$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "In conclusion: notice that the transformation $\\mathbf{x} \\mapsto A\\mathbf{x}$ may be a complicated one in which each component of $\\mathbf{x}$ affects each component of $A\\mathbf{x}$. \n", "\n", "However, by changing to the basis defined by the eigenspaces of $A$, the action of $A$ becomes simple to understand. " ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Diagonalization of $A$ __changes to a basis in which the action of $A$ is particularly easy to understand and compute with.__" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## Exposing the Behavior of a Dynamical System" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "At the beginning of the last lecture, we looked at a number of examples of 'trajectories' -- the behavior of a dynamic system." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Here is a typical example:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "hide_input": true, "tags": [ "hide-cell" ] }, "outputs": [], "source": [ "# we put x into a list [x] so that it can be read inside the\n", "# animate() closure. Currently can only read env variables in a closure\n", "\n", "# this is the routine that will be called on each timestep\n", "# relies on A, [x], xvals, yvals, lines as globals\n", "def animate(i):\n", " newx = A @ x[0]\n", " x[0] = newx\n", " xvals.append(x[0][0])\n", " yvals.append(x[0][1])\n", " lines[0].set_data(xvals, yvals)\n", " \n", "def anim_plot(xmin = -500, xmax = 500, ymin = -500, ymax = 500):\n", " fig, ax = plt.subplots(figsize = (6, 6))\n", " ax.set_xlim(xmin, xmax)\n", " ax.set_ylim(ymin, ymax)\n", " plt.plot(xmin, ymin, ''),\n", " plt.plot(xmax, ymax, '')\n", " plt.axis('equal')\n", " #\n", " # close the figure so that it doesn't separately plot itself\n", " plt.close()\n", " return fig, ax" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "hide_input": true, "tags": [ "remove-input" ] }, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
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\\begin{bmatrix}\n", "0.87142857&0.05714286\\\\\n", "-0.11428571&1.12857143\n", "\\end{bmatrix}\n", "$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Looking at $A$ does not give us much insight into why this dynamical system is showing its particular behavior." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Now, let's diagonalize $A$:\n", "\n", "$$ A = PDP^{-1} $$\n", "\n", "and we find that:\n", "\n", "$$ P = \\begin{bmatrix}\n", "1&2\\\\\n", "4&1\n", "\\end{bmatrix}\\;\\;\\;\\;\n", "\\mbox{and}\\;\\;\\;\\;\n", "D =\n", "\\begin{bmatrix}\n", "1.1 & 0\\\\\n", "0 & 0.9\n", "\\end{bmatrix}\n", "$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "The columns of $P$ are eigenvectors of $A$ that correspond to the eigenvalues in $D$.\n", "\n", "So the eigenspace corresponding to $\\lambda_1 = 1.1$ is Span$\\left\\{\\begin{bmatrix}1\\\\4\\end{bmatrix}\\right\\}$,\n", "\n", "and the eigenspace corresponding to $\\lambda_2 = 0.9$ is Span$\\left\\{\\begin{bmatrix}2\\\\1\\end{bmatrix}\\right\\}$." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Let's look at these eigenspaces:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "hide_input": true, "tags": [ "remove-input" ] }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "display(Image('images/L18-ex1-static.png'))" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Now, the behavior of this dynamical system becomes much clearer!" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "hide_input": true, "tags": [ "remove-input" ] }, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
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