{"id":1045,"date":"2025-10-15T13:37:08","date_gmt":"2025-10-15T13:37:08","guid":{"rendered":"https:\/\/content.one.lumenlearning.com\/calculus3\/?post_type=chapter&#038;p=1045"},"modified":"2025-10-23T13:30:29","modified_gmt":"2025-10-23T13:30:29","slug":"functions-of-several-variables-learn-it-4","status":"publish","type":"chapter","link":"https:\/\/content.one.lumenlearning.com\/calculus3\/chapter\/functions-of-several-variables-learn-it-4\/","title":{"raw":"Functions of Several Variables: Learn It 4","rendered":"Functions of Several Variables: Learn It 4"},"content":{"raw":"<h2>Functions of More Than Two Variables<\/h2>\r\n<p class=\"whitespace-normal break-words\">So far, we have examined only functions of two variables. However, many real-world situations require functions of three or more variables. Consider these examples:<\/p>\r\n<p class=\"whitespace-normal break-words\" style=\"text-align: center;\">[latex]f(x,y,z)=x^{2}-2xy+y^{2}+3yz-z^{2}+4x-2y+3z-6[\/latex] (a polynomial in three variables)<\/p>\r\n<p class=\"whitespace-normal break-words\" style=\"text-align: center;\">[latex]g(x,y,t)=(x^{2}-4xy+y^{2})\\sin t-(3x+5y)\\cos t[\/latex]<\/p>\r\n<p class=\"whitespace-normal break-words\">In the first function, [latex](x,\\ y,\\ z)[\/latex] represents a point in space, and the function [latex]f[\/latex] maps each point to a fourth quantity, such as temperature or wind speed. In the second function, [latex](x,\\ y)[\/latex] represents a point in the plane and [latex]t[\/latex] represents time. This function might map a point in the plane to a third quantity (such as pressure) at a given time [latex]t[\/latex].<\/p>\r\n<p class=\"whitespace-normal break-words\">The method for finding the domain of a function of more than two variables follows the same principles as for functions of one or two variables.<\/p>\r\n\r\n<section class=\"textbox example\" aria-label=\"Example\">Find the domain of each of the following functions:\r\n<ol style=\"list-style-type: lower-alpha;\">\r\n \t<li>[latex]f\\,(x,\\ y,\\ z)=\\frac{3x-4y+2z}{\\sqrt{9-x^{2}-y^{2}-z^{2}}}[\/latex]<\/li>\r\n \t<li>[latex]g\\,(x,\\ y,\\ t)=\\frac{\\sqrt{2t-4}}{x^{2}-y^{2}}[\/latex]<\/li>\r\n<\/ol>\r\n[reveal-answer q=\"fs-id2177793933114\"]Show Solution[\/reveal-answer]\r\n[hidden-answer a=\"fs-id2177793933114\"]\r\n<ol style=\"list-style-type: lower-alpha;\">\r\n \t<li>For the function [latex]f\\,(x,\\ y,\\ z)=\\frac{3x-4y+2z}{\\sqrt{9-x^{2}-y^{2}-z^{2}}}[\/latex] to be defined\u00a0(and be a real value), two conditions must hold:\r\n<ol>\r\n \t<li>The denominator cannot be zero<\/li>\r\n \t<li>The radicand cannot be zero<\/li>\r\n<\/ol>\r\nCombining\u00a0these conditions leads to the inequality\r\n<div style=\"text-align: center;\">[latex]9-x^{2}-y^{2}-z^{2}\\,&gt;\\,0[\/latex].<\/div>\r\n&nbsp;\r\n\r\nMoving the variables\u00a0to the other side and reversing the inequality gives the domain as\r\n<div style=\"text-align: center;\">[latex]\\text{domain}\\ (f)=\\{(x,\\ y,\\ z)\\in\\mathbb{R}^{3}|x^{2}+y^{2}+z^{2}\\,&lt;\\,9\\}[\/latex],<\/div>\r\n&nbsp;\r\n\r\nwhich describes a ball of radius [latex]3[\/latex]\u00a0centered at the origin. (<em data-effect=\"italics\">Note<\/em>: The surface of the ball is not included in this domain.)<\/li>\r\n \t<li>For the function [latex]g\\,(x,\\ y,\\ t)=\\frac{\\sqrt{2t-4}}{x^{2}-y^{2}}[\/latex] to be defined\u00a0(and be a real value), two conditions must hold:\r\n<ol>\r\n \t<li>The radicand cannot be negative.<\/li>\r\n \t<li>The denominator cannot be zero.<\/li>\r\n<\/ol>\r\nSince the radicand cannot be negative, this implies [latex]2t-4\\,\\geq\\,0[\/latex], and therefore that [latex]t\\,\\geq\\,2[\/latex].\u00a0Since the denominator cannot be zero, [latex]x^{2}-y^{2}\\neq{0}[\/latex], or [latex]x^{2}\\neq{y}^{2}[\/latex], which can be rewritten as [latex]y\\neq\\pm{x}[\/latex],\u00a0which are the equations of two lines passing through the origin. Therefore, the domain of [latex]g[\/latex] is\r\n<div style=\"text-align: center;\">[latex]\\text{domain}\\ (g)=\\{(x,\\ y,\\ t)|y\\neq\\pm{x},\\,t\\,\\geq\\,2\\}[\/latex].<\/div><\/li>\r\n<\/ol>\r\n[\/hidden-answer]\r\n\r\n<\/section><section class=\"textbox recall\" aria-label=\"Recall\">\r\n<p class=\"whitespace-normal break-words\">Remember the key restrictions when finding domains:<\/p>\r\n\r\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-2.5 pl-7\">\r\n \t<li class=\"whitespace-normal break-words\">Square roots require nonnegative radicands<\/li>\r\n \t<li class=\"whitespace-normal break-words\">Denominators cannot equal zero<\/li>\r\n \t<li class=\"whitespace-normal break-words\">Logarithms require positive arguments<\/li>\r\n<\/ul>\r\n<\/section>\r\n<h3 class=\"text-xl font-bold text-text-100 mt-1 -mb-0.5\">Level Surfaces<\/h3>\r\n<p class=\"whitespace-normal break-words\">Functions of two variables have level curves, which appear as curves in the [latex]xy[\/latex]-plane. When the function has three variables, these curves extend into three dimensions and become <strong>level surfaces<\/strong>.<\/p>\r\n\r\n<section class=\"textbox keyTakeaway\" aria-label=\"Key Takeaway\">\r\n<h3>level surfaces<\/h3>\r\nGiven a function [latex]f(x,y,z)[\/latex] and a number [latex]c[\/latex] in the range of [latex]f[\/latex], a <strong>level surface<\/strong> of a function of three variables is defined to be the set of points satisfying the equation [latex]f(x,y,z)=c[\/latex].\r\n\r\n<\/section><section class=\"textbox example\" aria-label=\"Example\">Find the level surface for the function [latex]f\\,(x,\\ y,\\ z)=4x^{2}+9y^{2}-z^{2}[\/latex] corresponding to [latex]c=1[\/latex].[reveal-answer q=\"fs-id2168743953124\"]Show Solution[\/reveal-answer]\r\n[hidden-answer a=\"fs-id2168743953124\"]\r\n<p style=\"text-align: left;\">The\u00a0level surface is defined by the equation [latex]4x^{2}+9y^{2}-z^{2}=1[\/latex].\u00a0This equation describes a hyperboloid of one sheet as shown in the following figure.<\/p>\r\n\r\n\r\n[caption id=\"attachment_965\" align=\"aligncenter\" width=\"875\"]<img class=\"wp-image-965 size-full\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/5667\/2021\/09\/27170622\/4-1-12.jpeg\" alt=\"This figure consists of four figures. The first is marked c = 0 and consists of a double cone (that is, two nappes) with their apex at the origin. The second is marked c = 1 and it looks remarkably similar to the first except that there is no apex at which the cones meet: instead, the two nappes are connected. Similarly, the next figure marked c = 2 has the two nappes connect, but this time their connection is larger (that is, the radius of their connection is greater). The final figure marked c = 3 also has the two nappes connect in an even larger fashion.\" width=\"875\" height=\"971\" \/> Figure 1.\u00a0A hyperboloid of one sheet with some of its level surfaces.[\/caption]\r\n\r\n[\/hidden-answer]\r\n\r\n<\/section><section class=\"textbox proTip\" aria-label=\"Pro Tip\">Level surfaces are the three-dimensional analog of level curves. Just as level curves show where a two-variable function has constant value, level surfaces show where a three-variable function has constant value. Different values of [latex]c[\/latex] produce different level surfaces.\r\n\r\n<\/section>","rendered":"<h2>Functions of More Than Two Variables<\/h2>\n<p class=\"whitespace-normal break-words\">So far, we have examined only functions of two variables. However, many real-world situations require functions of three or more variables. Consider these examples:<\/p>\n<p class=\"whitespace-normal break-words\" style=\"text-align: center;\">[latex]f(x,y,z)=x^{2}-2xy+y^{2}+3yz-z^{2}+4x-2y+3z-6[\/latex] (a polynomial in three variables)<\/p>\n<p class=\"whitespace-normal break-words\" style=\"text-align: center;\">[latex]g(x,y,t)=(x^{2}-4xy+y^{2})\\sin t-(3x+5y)\\cos t[\/latex]<\/p>\n<p class=\"whitespace-normal break-words\">In the first function, [latex](x,\\ y,\\ z)[\/latex] represents a point in space, and the function [latex]f[\/latex] maps each point to a fourth quantity, such as temperature or wind speed. In the second function, [latex](x,\\ y)[\/latex] represents a point in the plane and [latex]t[\/latex] represents time. This function might map a point in the plane to a third quantity (such as pressure) at a given time [latex]t[\/latex].<\/p>\n<p class=\"whitespace-normal break-words\">The method for finding the domain of a function of more than two variables follows the same principles as for functions of one or two variables.<\/p>\n<section class=\"textbox example\" aria-label=\"Example\">Find the domain of each of the following functions:<\/p>\n<ol style=\"list-style-type: lower-alpha;\">\n<li>[latex]f\\,(x,\\ y,\\ z)=\\frac{3x-4y+2z}{\\sqrt{9-x^{2}-y^{2}-z^{2}}}[\/latex]<\/li>\n<li>[latex]g\\,(x,\\ y,\\ t)=\\frac{\\sqrt{2t-4}}{x^{2}-y^{2}}[\/latex]<\/li>\n<\/ol>\n<div class=\"qa-wrapper\" style=\"display: block\"><button class=\"show-answer show-answer-button collapsed\" data-target=\"qfs-id2177793933114\">Show Solution<\/button><\/p>\n<div id=\"qfs-id2177793933114\" class=\"hidden-answer\" style=\"display: none\">\n<ol style=\"list-style-type: lower-alpha;\">\n<li>For the function [latex]f\\,(x,\\ y,\\ z)=\\frac{3x-4y+2z}{\\sqrt{9-x^{2}-y^{2}-z^{2}}}[\/latex] to be defined\u00a0(and be a real value), two conditions must hold:\n<ol>\n<li>The denominator cannot be zero<\/li>\n<li>The radicand cannot be zero<\/li>\n<\/ol>\n<p>Combining\u00a0these conditions leads to the inequality<\/p>\n<div style=\"text-align: center;\">[latex]9-x^{2}-y^{2}-z^{2}\\,>\\,0[\/latex].<\/div>\n<p>&nbsp;<\/p>\n<p>Moving the variables\u00a0to the other side and reversing the inequality gives the domain as<\/p>\n<div style=\"text-align: center;\">[latex]\\text{domain}\\ (f)=\\{(x,\\ y,\\ z)\\in\\mathbb{R}^{3}|x^{2}+y^{2}+z^{2}\\,<\\,9\\}[\/latex],<\/div>\n<p>&nbsp;<\/p>\n<p>which describes a ball of radius [latex]3[\/latex]\u00a0centered at the origin. (<em data-effect=\"italics\">Note<\/em>: The surface of the ball is not included in this domain.)<\/li>\n<li>For the function [latex]g\\,(x,\\ y,\\ t)=\\frac{\\sqrt{2t-4}}{x^{2}-y^{2}}[\/latex] to be defined\u00a0(and be a real value), two conditions must hold:\n<ol>\n<li>The radicand cannot be negative.<\/li>\n<li>The denominator cannot be zero.<\/li>\n<\/ol>\n<p>Since the radicand cannot be negative, this implies [latex]2t-4\\,\\geq\\,0[\/latex], and therefore that [latex]t\\,\\geq\\,2[\/latex].\u00a0Since the denominator cannot be zero, [latex]x^{2}-y^{2}\\neq{0}[\/latex], or [latex]x^{2}\\neq{y}^{2}[\/latex], which can be rewritten as [latex]y\\neq\\pm{x}[\/latex],\u00a0which are the equations of two lines passing through the origin. Therefore, the domain of [latex]g[\/latex] is<\/p>\n<div style=\"text-align: center;\">[latex]\\text{domain}\\ (g)=\\{(x,\\ y,\\ t)|y\\neq\\pm{x},\\,t\\,\\geq\\,2\\}[\/latex].<\/div>\n<\/li>\n<\/ol>\n<\/div>\n<\/div>\n<\/section>\n<section class=\"textbox recall\" aria-label=\"Recall\">\n<p class=\"whitespace-normal break-words\">Remember the key restrictions when finding domains:<\/p>\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-2.5 pl-7\">\n<li class=\"whitespace-normal break-words\">Square roots require nonnegative radicands<\/li>\n<li class=\"whitespace-normal break-words\">Denominators cannot equal zero<\/li>\n<li class=\"whitespace-normal break-words\">Logarithms require positive arguments<\/li>\n<\/ul>\n<\/section>\n<h3 class=\"text-xl font-bold text-text-100 mt-1 -mb-0.5\">Level Surfaces<\/h3>\n<p class=\"whitespace-normal break-words\">Functions of two variables have level curves, which appear as curves in the [latex]xy[\/latex]-plane. When the function has three variables, these curves extend into three dimensions and become <strong>level surfaces<\/strong>.<\/p>\n<section class=\"textbox keyTakeaway\" aria-label=\"Key Takeaway\">\n<h3>level surfaces<\/h3>\n<p>Given a function [latex]f(x,y,z)[\/latex] and a number [latex]c[\/latex] in the range of [latex]f[\/latex], a <strong>level surface<\/strong> of a function of three variables is defined to be the set of points satisfying the equation [latex]f(x,y,z)=c[\/latex].<\/p>\n<\/section>\n<section class=\"textbox example\" aria-label=\"Example\">Find the level surface for the function [latex]f\\,(x,\\ y,\\ z)=4x^{2}+9y^{2}-z^{2}[\/latex] corresponding to [latex]c=1[\/latex].<\/p>\n<div class=\"qa-wrapper\" style=\"display: block\"><button class=\"show-answer show-answer-button collapsed\" data-target=\"qfs-id2168743953124\">Show Solution<\/button><\/p>\n<div id=\"qfs-id2168743953124\" class=\"hidden-answer\" style=\"display: none\">\n<p style=\"text-align: left;\">The\u00a0level surface is defined by the equation [latex]4x^{2}+9y^{2}-z^{2}=1[\/latex].\u00a0This equation describes a hyperboloid of one sheet as shown in the following figure.<\/p>\n<figure id=\"attachment_965\" aria-describedby=\"caption-attachment-965\" style=\"width: 875px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-965 size-full\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/5667\/2021\/09\/27170622\/4-1-12.jpeg\" alt=\"This figure consists of four figures. The first is marked c = 0 and consists of a double cone (that is, two nappes) with their apex at the origin. The second is marked c = 1 and it looks remarkably similar to the first except that there is no apex at which the cones meet: instead, the two nappes are connected. Similarly, the next figure marked c = 2 has the two nappes connect, but this time their connection is larger (that is, the radius of their connection is greater). The final figure marked c = 3 also has the two nappes connect in an even larger fashion.\" width=\"875\" height=\"971\" \/><figcaption id=\"caption-attachment-965\" class=\"wp-caption-text\">Figure 1.\u00a0A hyperboloid of one sheet with some of its level surfaces.<\/figcaption><\/figure>\n<\/div>\n<\/div>\n<\/section>\n<section class=\"textbox proTip\" aria-label=\"Pro Tip\">Level surfaces are the three-dimensional analog of level curves. Just as level curves show where a two-variable function has constant value, level surfaces show where a three-variable function has constant value. Different values of [latex]c[\/latex] produce different level surfaces.<\/p>\n<\/section>\n","protected":false},"author":15,"menu_order":8,"template":"","meta":{"_candela_citation":"[]","pb_show_title":"on","pb_short_title":"","pb_subtitle":"","pb_authors":[],"pb_section_license":""},"chapter-type":[],"contributor":[],"license":[],"class_list":["post-1045","chapter","type-chapter","status-publish","hentry"],"part":426,"module-header":"- Select Header -","content_attributions":[],"internal_book_links":[],"video_content":null,"cc_video_embed_content":{"cc_scripts":"","media_targets":[]},"try_it_collection":null,"_links":{"self":[{"href":"https:\/\/content.one.lumenlearning.com\/calculus3\/wp-json\/pressbooks\/v2\/chapters\/1045","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/content.one.lumenlearning.com\/calculus3\/wp-json\/pressbooks\/v2\/chapters"}],"about":[{"href":"https:\/\/content.one.lumenlearning.com\/calculus3\/wp-json\/wp\/v2\/types\/chapter"}],"author":[{"embeddable":true,"href":"https:\/\/content.one.lumenlearning.com\/calculus3\/wp-json\/wp\/v2\/users\/15"}],"version-history":[{"count":4,"href":"https:\/\/content.one.lumenlearning.com\/calculus3\/wp-json\/pressbooks\/v2\/chapters\/1045\/revisions"}],"predecessor-version":[{"id":1736,"href":"https:\/\/content.one.lumenlearning.com\/calculus3\/wp-json\/pressbooks\/v2\/chapters\/1045\/revisions\/1736"}],"part":[{"href":"https:\/\/content.one.lumenlearning.com\/calculus3\/wp-json\/pressbooks\/v2\/parts\/426"}],"metadata":[{"href":"https:\/\/content.one.lumenlearning.com\/calculus3\/wp-json\/pressbooks\/v2\/chapters\/1045\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/content.one.lumenlearning.com\/calculus3\/wp-json\/wp\/v2\/media?parent=1045"}],"wp:term":[{"taxonomy":"chapter-type","embeddable":true,"href":"https:\/\/content.one.lumenlearning.com\/calculus3\/wp-json\/pressbooks\/v2\/chapter-type?post=1045"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/content.one.lumenlearning.com\/calculus3\/wp-json\/wp\/v2\/contributor?post=1045"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/content.one.lumenlearning.com\/calculus3\/wp-json\/wp\/v2\/license?post=1045"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}