{"id":31197,"date":"2021-04-08T14:53:01","date_gmt":"2021-04-08T13:53:01","guid":{"rendered":"http:\/\/kmr.dialectica.se\/wp\/?page_id=31197"},"modified":"2022-03-11T16:04:42","modified_gmt":"2022-03-11T15:04:42","slug":"examples","status":"publish","type":"page","link":"https:\/\/kmr.placify.me\/wp\/research\/math-rehab\/learning-object-repository\/calculus\/calculus-of-several-real-variables\/integration-of-functions-of-several-real-variables\/substitution-in-integrals\/separating-the-variables\/examples\/","title":{"rendered":"Integration examples"},"content":{"rendered":"<p>This is a sub-page of our page on <a title=\"at the KMR web site\" href=\"https:\/\/kmr.placify.me\/wp\/research\/math-rehab\/learning-object-repository\/calculus\/calculus-of-several-real-variables\/integration-of-functions-of-several-real-variables\/substitution-in-integrals\/separating-the-variables\/\" target=\"_blank\" rel=\"noopener\">Separating the variables<\/a><\/p>\n<p>\/\/\/\/\/\/\/<\/p>\n<p><strong>Related KMR pages<\/strong><\/p>\n<p>\u2022 &#8230;<\/p>\n<p>\/\/\/\/\/\/\/<\/p>\n<p><strong>Other relevant sources of information<\/strong><\/p>\n<p>\u2022 &#8230;<\/p>\n<p>\/\/\/\/\/\/\/<\/p>\n<p>\/\/\/\/\/\/\/ <strong>Problem 1<\/strong>:<\/p>\n<p><strong>Formulation<\/strong>: Calculate the volume of the ellipsoid <span class=\"wp-katex-eq\" data-display=\"false\"> \\, \\dfrac{x^2}{a^2} + \\dfrac{y^2}{b^2} + \\dfrac{z^2}{c^2} \\leq 1 \\, <\/span><\/p>\n<p><strong>Solution<\/strong>: <span class=\"wp-katex-eq\" data-display=\"false\"> \\;\\;\\;\\;\\; <\/span> If we make the substitution <span class=\"wp-katex-eq\" data-display=\"false\"> \\, \\begin{Bmatrix} \\begin{smallmatrix} x(t, \\theta, \\phi) \\, = \\, a \\, t \\sin\\theta \\cos\\phi \\\\ y(t, \\theta, \\phi) \\, = \\, b \\, t \\sin\\theta \\sin\\phi \\\\ \\; z(t, \\theta, \\phi) \\, = \\, c \\, t \\cos\\theta \\;\\;\\;\\;\\;\\;\\;\\, \\end{smallmatrix} \\end{Bmatrix} \\, <\/span><\/p>\n<p>the <a title=\"Differential infinitesimal (at Wikipedia)\" href=\"https:\/\/en.wikipedia.org\/wiki\/Differential_(infinitesimal)\" target=\"_blank\" rel=\"noopener\">differential<\/a> transformation of <span class=\"wp-katex-eq\" data-display=\"false\"> \\, (x, y, z) \\, <\/span> with respect to <span class=\"wp-katex-eq\" data-display=\"false\"> \\, (t, \\theta, \\phi) \\, <\/span> is given by<\/p>\n<p><span class=\"wp-katex-eq\" data-display=\"false\"> \\, \\begin{pmatrix} \\begin{smallmatrix} dx \\\\ dy \\\\ dz \\end{smallmatrix} \\end{pmatrix} = \\frac {\\partial(x, y, z)}{\\partial(t, \\theta, \\phi)} \\begin{pmatrix} \\begin{smallmatrix} dt \\\\ d\\theta \\\\ d\\phi \\end{smallmatrix} \\end{pmatrix} <\/span>,<\/p>\n<p>where the <a title=\"Jacobian matrix and determinant (at Wikipedia)\" href=\"https:\/\/en.wikipedia.org\/wiki\/Jacobian_matrix_and_determinant\" target=\"_blank\" rel=\"noopener\">Jacobian matrix<\/a> <span class=\"wp-katex-eq\" data-display=\"false\"> \\, \\frac {\\partial(x, y, z)}{\\partial(t, \\theta, \\phi)} = \\begin{pmatrix} \\begin{smallmatrix} a \\sin\\theta \\cos\\phi &amp; a \\, t \\cos\\theta \\cos\\phi &amp; -a \\, t \\sin\\theta \\sin\\phi \\\\ b \\sin\\theta \\sin\\phi &amp; b \\, t \\cos\\theta \\cos\\phi &amp; \\;\\; b \\, t \\sin\\theta \\cos\\phi \\\\ c \\cos\\phi &amp; -c \\, t \\sin\\phi &amp; 0 \\end{smallmatrix} \\end{pmatrix} <\/span>,<\/p>\n<p>and the Jacobian determinant <span class=\"wp-katex-eq\" data-display=\"false\"> \\vert \\frac {\\partial(x, y, z)}{\\partial(t, \\theta, \\phi)} \\vert = \\begin{smallmatrix} a b c \\, t^2 \\sin\\theta \\end{smallmatrix} <\/span>.<\/p>\n<p>Assembling these pieces we get<\/p>\n<span class=\"wp-katex-eq\" data-display=\"false\"> \\, \\iiint\\limits_{\\frac{x^2}{a^2} + \\frac{y^2}{b^2} + \\frac{z^2}{c^2} \\leq 1} dx dy dz \\, = \\, \\begin{Bmatrix} \\begin{smallmatrix} \\text{substitution:} \\\\ x \\, = \\, a \\, t \\sin\\theta \\cos\\phi \\\\ y \\, = \\, b \\, t \\sin\\theta \\sin\\phi \\\\ \\; z \\, = \\, c \\, t \\cos\\theta \\;\\;\\;\\;\\;\\;\\;\\, \\\\ dx dy dz \\, = \\, a b c \\, t^2 \\sin\\theta \\, dt d\\theta d\\phi \\end{smallmatrix} \\end{Bmatrix} \\, = <\/span>\n<span class=\"wp-katex-eq\" data-display=\"false\"> \\, = \\iiint\\limits_{ \\begin{smallmatrix} 0\u2264t\u22641, \\\\ 0\u2264\\theta\u2264\\pi, \\\\ 0\u2264\\phi\u2264 2 \\pi \\end{smallmatrix} } a b c \\, t^2 \\sin\\theta \\, dt d\\theta d\\phi \\, = \\, <\/span>\n<span class=\"wp-katex-eq\" data-display=\"false\"> \\, = \\, a b c \\int\\limits_{0}^{1} t^2 dt \\, \\int\\limits_{0}^{\\pi} \\sin\\theta d\\theta \\, \\int\\limits_{0}^{2 \\pi} d \\phi \\, = \\, a b c \\, [\\frac{1}{3} t^3]_0^1 \\, [- \\cos\\theta]_0^{\\pi} \\, [ \\phi ]_0^{2 \\pi} \\, = <\/span>\n<p><span class=\"wp-katex-eq\" data-display=\"false\"> \\, = a b c \\cdot \\frac{1}{3} \\cdot 2 \\cdot 2 \\pi \\, = \\, \\frac{ 4 \\pi}{3} a b c <\/span>.<\/p>\n<p><strong>REFLECTION<\/strong>: The substitution of variables transforms the <a title=\"at Wikipedia\" href=\"https:\/\/en.wikipedia.org\/wiki\/Ellipsoid\" target=\"_blank\" rel=\"noopener\">ellipsoid<\/a> in <span class=\"wp-katex-eq\" data-display=\"false\"> \\, (x, y, z) <\/span>-space into a <a title=\"Rectangular cuboid (at Wikipedia)\" href=\"https:\/\/en.wikipedia.org\/wiki\/Cuboid#Rectangular_cuboid\" target=\"_blank\" rel=\"noopener\">rectangular box<\/a> in <span class=\"wp-katex-eq\" data-display=\"false\"> \\, (t, \\theta, \\phi) <\/span>-space. In the latter space the effects of the variables on the integral are independent of each other, which enables the integral to be separated into a product of three independent one-dimensional integrals.<\/p>\n<p>Note also that if <span class=\"wp-katex-eq\" data-display=\"false\"> \\, a = b = c = r \\, <\/span> then the volume of the ellipsoid becomes <span class=\"wp-katex-eq\" data-display=\"false\"> \\, \\frac {4\\pi}{3} r^3 \\, <\/span>,<br \/>\nwhich is equal to the volume of a sphere with radius <span class=\"wp-katex-eq\" data-display=\"false\"> \\, r \\, <\/span> (as it should be).<\/p>\n<p>\/\/\/<br \/>\n<span class=\"wp-katex-eq\" data-display=\"false\"> \\, \\begin{pmatrix} \\begin{smallmatrix} dx \\\\ dy \\\\ dz \\end{smallmatrix} \\end{pmatrix} = \\begin{pmatrix} \\begin{smallmatrix} a \\sin\\theta \\cos\\phi &amp; a \\, t \\cos\\theta \\cos\\phi &amp; -a \\, t \\sin\\theta \\sin\\phi \\\\ b \\sin\\theta \\sin\\phi &amp; b \\, t \\cos\\theta \\cos\\phi &amp; b \\, t \\sin\\theta \\cos\\phi \\\\ c \\cos\\phi &amp; -c \\, t \\sin\\phi &amp; 0 \\end{smallmatrix} \\end{pmatrix} \\begin{pmatrix} \\begin{smallmatrix} dt \\\\ d\\theta \\\\ d\\phi \\end{smallmatrix} \\end{pmatrix} <\/span>.<br \/>\n\/\/\/<\/p>\n<p>\/\/\/\/\/\/\/ <strong>Problem 2<\/strong>:<\/p>\n<p><strong>Formulation<\/strong>: Calculate the integral <span class=\"wp-katex-eq\" data-display=\"false\"> \\, \\iiint z \\sqrt{x^2+y^2} dx dy dz \\, <\/span><br \/>\nover the body enclosed by the blue paraboloid <span class=\"wp-katex-eq\" data-display=\"false\"> \\, z = x^2+y^2 \\, <\/span><br \/>\nand the yellow plane <span class=\"wp-katex-eq\" data-display=\"false\"> \\, z = 1 <\/span>.<\/p>\n<p><a href=\"https:\/\/kmr.placify.me\/wp\/wp-content\/uploads\/2021\/04\/zx^2y^2-x^2y^2-\u2264-1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-31458 size-medium\" src=\"https:\/\/kmr.placify.me\/wp\/wp-content\/uploads\/2021\/04\/zx^2y^2-x^2y^2-\u2264-1-290x300.png\" alt=\"z=x^2+y^2, x^2+y^2 \u2264 1\" width=\"290\" height=\"300\" srcset=\"https:\/\/kmr.placify.me\/wp\/wp-content\/uploads\/2021\/04\/zx^2y^2-x^2y^2-\u2264-1-290x300.png 290w, https:\/\/kmr.placify.me\/wp\/wp-content\/uploads\/2021\/04\/zx^2y^2-x^2y^2-\u2264-1-768x795.png 768w, https:\/\/kmr.placify.me\/wp\/wp-content\/uploads\/2021\/04\/zx^2y^2-x^2y^2-\u2264-1.png 924w\" sizes=\"auto, (max-width: 290px) 100vw, 290px\" \/><\/a><\/p>\n<p><strong>Solution<\/strong>:<\/p>\n<span class=\"wp-katex-eq\" data-display=\"false\"> \\, \\iiint\\limits_{x^2+y^2\u2264z\u22641} z \\sqrt{x^2+y^2} dx dy dz = <\/span>\n<span class=\"wp-katex-eq\" data-display=\"false\"> \\, = \\iint\\limits_{x^2+y^2\u22641} \\sqrt{x^2+y^2} dx dy \\, \\int\\limits_{x^2+y^2}^{1} z dz = <\/span>\n<span class=\"wp-katex-eq\" data-display=\"false\"> \\, = \\iint\\limits_{x^2+y^2\u22641} \\sqrt{x^2+y^2} dx dy \\, { [ \\,\\frac{1}{2} z^2 \\, ] }_{x^2+y^2}^{1} = <\/span>\n<span class=\"wp-katex-eq\" data-display=\"false\"> \\, = \\iint\\limits_{x^2+y^2\u22641} \\sqrt{x^2+y^2} \\, \\frac{1}{2} (1 - (x^2+y^2)^2) dx dy = \\begin{Bmatrix} \\begin{smallmatrix} \\text{polar coordinates:} \\\\ x(r, \\theta) \\, = \\, r \\cos\\theta \\\\ y(r, \\theta) \\, = \\, r \\sin\\theta \\\\ \\vert \\frac {\\partial(x, y)} {\\partial(r, \\theta)} \\vert \\, = \\, r \\\\ dx dy = r dr d\\theta \\end{smallmatrix} \\end{Bmatrix} = <\/span>\n<span class=\"wp-katex-eq\" data-display=\"false\"> \\, = \\frac{1}{2} \\int\\limits_{0}^{2\\pi} d\\theta \\, \\int\\limits_{0}^{1} (1 - r^4) r \\cdot r dr = \\frac{1}{2} \\, 2\\pi \\, \\int\\limits_{0}^{1} (r^2 - r^6) dr = \\, <\/span>\n<p><span class=\"wp-katex-eq\" data-display=\"false\"> \\, = \\pi \\, \\left[ \\, \\dfrac{1}{3} r^3 - \\dfrac{1}{7} r^7 \\, \\right]_{0}^{1} = \\pi \\left( \\dfrac{1}{3} - \\dfrac{1}{7} \\right) = \\dfrac{4\\pi}{21} <\/span>.<\/p>\n<p><strong>REFLECTION<\/strong>: In this integral the variable <span class=\"wp-katex-eq\" data-display=\"false\"> \\, z \\, <\/span> is in fact operating independently from the variables <span class=\"wp-katex-eq\" data-display=\"false\"> \\, x \\, <\/span> and <span class=\"wp-katex-eq\" data-display=\"false\"> \\, y <\/span>. It is only the lower limit of the <span class=\"wp-katex-eq\" data-display=\"false\"> \\, z <\/span>-integral that depends on <span class=\"wp-katex-eq\" data-display=\"false\"> \\, x \\, <\/span> and <span class=\"wp-katex-eq\" data-display=\"false\"> \\, y <\/span>. This is why we can get away with integrating first in the <span class=\"wp-katex-eq\" data-display=\"false\"> \\, z <\/span>-direction and then substitute into polar coordinates in order to separate the <span class=\"wp-katex-eq\" data-display=\"false\"> \\, x \\, <\/span> and <span class=\"wp-katex-eq\" data-display=\"false\"> \\, y <\/span> parts of the integral.<\/p>\n<p>\/\/\/\/\/\/\/<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This is a sub-page of our page on Separating the variables \/\/\/\/\/\/\/ Related KMR pages \u2022 &#8230; \/\/\/\/\/\/\/ Other relevant sources of information \u2022 &#8230; \/\/\/\/\/\/\/ \/\/\/\/\/\/\/ Problem 1: Formulation: Calculate the volume of the ellipsoid Solution: If we make the substitution the differential transformation of with respect to is given by , where the &hellip; <a href=\"https:\/\/kmr.placify.me\/wp\/research\/math-rehab\/learning-object-repository\/calculus\/calculus-of-several-real-variables\/integration-of-functions-of-several-real-variables\/substitution-in-integrals\/separating-the-variables\/examples\/\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">Integration examples<\/span> <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"parent":30262,"menu_order":0,"comment_status":"open","ping_status":"open","template":"","meta":{"footnotes":""},"class_list":["post-31197","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/kmr.placify.me\/wp\/wp-json\/wp\/v2\/pages\/31197","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kmr.placify.me\/wp\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/kmr.placify.me\/wp\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/kmr.placify.me\/wp\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/kmr.placify.me\/wp\/wp-json\/wp\/v2\/comments?post=31197"}],"version-history":[{"count":2,"href":"https:\/\/kmr.placify.me\/wp\/wp-json\/wp\/v2\/pages\/31197\/revisions"}],"predecessor-version":[{"id":33762,"href":"https:\/\/kmr.placify.me\/wp\/wp-json\/wp\/v2\/pages\/31197\/revisions\/33762"}],"up":[{"embeddable":true,"href":"https:\/\/kmr.placify.me\/wp\/wp-json\/wp\/v2\/pages\/30262"}],"wp:attachment":[{"href":"https:\/\/kmr.placify.me\/wp\/wp-json\/wp\/v2\/media?parent=31197"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}