{"id":1773,"date":"2023-10-12T00:32:08","date_gmt":"2023-10-12T00:32:08","guid":{"rendered":"https:\/\/courses.lumenlearning.com\/tulsacc-precalculus\/chapter\/introduction-systems-of-linear-equations-three-variables\/"},"modified":"2026-01-15T19:32:32","modified_gmt":"2026-01-15T19:32:32","slug":"introduction-systems-of-linear-equations-three-variables","status":"publish","type":"chapter","link":"https:\/\/courses.lumenlearning.com\/tulsacc-precalculus\/chapter\/introduction-systems-of-linear-equations-three-variables\/","title":{"raw":"Linear Systems (part 2)","rendered":"Linear Systems (part 2)"},"content":{"raw":"<div class=\"textbox learning-objectives\">\r\n<h3>Learning Outcomes<\/h3>\r\n<ul class=\"ul1\">\r\n \t<li class=\"li2\"><span class=\"s1\">Solve systems of three equations in three variables.<\/span><\/li>\r\n \t<li class=\"li2\"><span class=\"s1\">Identify inconsistent systems of equations containing three variables.<\/span><\/li>\r\n \t<li class=\"li2\"><span class=\"s1\">Express the solution of a system of dependent equations containing three variables using standard notations.<\/span><\/li>\r\n<\/ul>\r\n<\/div>\r\nJohn received an inheritance of $12,000 that he divided into three parts and invested in three ways: in a money-market fund paying 3% annual interest; in municipal bonds paying 4% annual interest; and in mutual funds paying 7% annual interest. John invested $4,000 more in municipal funds than in municipal bonds. He earned $670 in interest the first year. How much did John invest in each type of fund?\r\n\r\n[caption id=\"\" align=\"aligncenter\" width=\"487\"]<img src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/896\/2016\/11\/03185111\/CNX_Precalc_Figure_09_02_005n2.jpg\" alt=\"A pile of quarters, dimes, nickels, and pennies.\" width=\"487\" height=\"366\" \/> (credit: \"Elembis,\" Wikimedia Commons)[\/caption]\r\n\r\nUnderstanding the correct approach to setting up problems such as this one makes finding a solution a matter of following a pattern. We will solve this and similar problems involving three equations and three variables in this section. Doing so uses similar techniques as those used to solve systems of two equations in two variables. However, finding solutions to systems of three equations requires a bit more organization and a touch of visual gymnastics.\r\n<h2>Solve Systems of Three Equations in Three Variables<\/h2>\r\nIn order to solve systems of equations in three variables, known as three-by-three systems, the primary goal is to eliminate one variable at a time to achieve back-substitution. A solution to a system of three equations in three variables [latex]\\left(x,y,z\\right),\\text{}[\/latex] is\u00a0called an <strong>ordered triple<\/strong>.\r\n\r\nTo find a solution, we can perform the following operations:\r\n<ol>\r\n \t<li>Interchange the order of any two equations.<\/li>\r\n \t<li>Multiply both sides of an equation by a nonzero constant.<\/li>\r\n \t<li>Add a nonzero multiple of one equation to another equation.<\/li>\r\n<\/ol>\r\nGraphically, the ordered triple defines the point that is the intersection of three planes in space. You can visualize such an intersection by imagining any corner in a rectangular room. A corner is defined by three planes: two adjoining walls and the floor (or ceiling). Any point where two walls and the floor meet represents the intersection of three planes.\r\n<div class=\"textbox\">\r\n<h3>A General Note: Number of Possible Solutions<\/h3>\r\nThe planes\u00a0illustrate possible solution scenarios for three-by-three systems.\r\n<ul>\r\n \t<li>Systems that have a single solution are those which, after elimination, result in a <strong>solution set<\/strong> consisting of an ordered triple [latex]\\left\\{\\left(x,y,z\\right)\\right\\}[\/latex]. Graphically, the ordered triple defines a point that is the intersection of three planes in space.<\/li>\r\n \t<li>Systems that have an infinite number of solutions are those which, after elimination, result in an expression that is always true, such as [latex]0=0[\/latex]. Graphically, an infinite number of solutions represents a line or coincident plane that serves as the intersection of three planes in space.<\/li>\r\n \t<li>Systems that have no solution are those that, after elimination, result in a statement that is a contradiction, such as [latex]3=0[\/latex]. Graphically, a system with no solution is represented by three planes with no point in common.<\/li>\r\n<\/ul>\r\n[caption id=\"\" align=\"aligncenter\" width=\"487\"]<img src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/896\/2016\/11\/03185113\/CNX_Precalc_Figure_09_02_006n2.jpg\" alt=\"\" width=\"487\" height=\"238\" \/> (a)Three planes intersect at a single point, representing a three-by-three system with a single solution. (b) Three planes intersect in a line, representing a three-by-three system with infinite solutions.[\/caption]\r\n\r\n<img class=\"aligncenter\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/896\/2016\/11\/03185116\/CNX_Precalc_Figure_09_02_007n2.jpg\" width=\"487\" height=\"188\" \/>\r\n\r\n<\/div>\r\n<div class=\"textbox exercises\">\r\n<h3>Example: Determining Whether an Ordered Triple Is a Solution to a System<\/h3>\r\nDetermine whether the ordered triple [latex]\\left(3,-2,1\\right)[\/latex] is a solution to the system.\r\n<p style=\"text-align: center;\">[latex]\\begin{gathered}x+y+z=2 \\\\ 6x - 4y+5z=31 \\\\ 5x+2y+2z=13 \\end{gathered}[\/latex]<\/p>\r\n[reveal-answer q=\"954288\"]Show Solution[\/reveal-answer]\r\n[hidden-answer a=\"954288\"]\r\n\r\nWe will check each equation by substituting in the values of the ordered triple for [latex]x,y[\/latex], and [latex]z[\/latex].\r\n<p style=\"text-align: center;\">[latex]\\begin{align} x+y+z=2\\\\ \\left(3\\right)+\\left(-2\\right)+\\left(1\\right)=2\\\\ \\text{True}\\end{align}\\hspace{5mm}[\/latex] [latex]\\hspace{5mm}\\begin{align} 6x - 4y+5z=31\\\\ 6\\left(3\\right)-4\\left(-2\\right)+5\\left(1\\right)=31\\\\ 18+8+5=31\\\\ \\text{True}\\end{align}\\hspace{5mm}[\/latex] [latex]\\hspace{5mm}\\begin{align}5x+2y+2z=13\\\\ 5\\left(3\\right)+2\\left(-2\\right)+2\\left(1\\right)=13\\\\ 15 - 4+2=13\\\\ \\text{True}\\end{align}[\/latex]<\/p>\r\nThe ordered triple [latex]\\left(3,-2,1\\right)[\/latex] is indeed a solution to the system.\r\n\r\n[\/hidden-answer]\r\n\r\n<\/div>\r\n<div class=\"textbox\">\r\n<h3>How To: Given a linear system of three equations, solve for three unknowns.<strong>\r\n<\/strong><\/h3>\r\n<ol>\r\n \t<li>Pick any pair of equations and solve for one variable.<\/li>\r\n \t<li>Pick another pair of equations and solve for the same variable.<\/li>\r\n \t<li>You have created a system of two equations in two unknowns. Solve the resulting two-by-two system.<\/li>\r\n \t<li>Back-substitute known variables into any one of the original equations and solve for the missing variable.<\/li>\r\n<\/ol>\r\n<\/div>\r\n<div class=\"textbox exercises\">\r\n<h3>Example: Solving a System of Three Equations in Three Variables by Elimination<\/h3>\r\nFind a solution to the following system:\r\n<p style=\"text-align: center;\">[latex]\\begin{align}x - 2y+3z=9&amp; &amp;\\text{(1)} \\\\ -x+3y-z=-6&amp; &amp;\\text{(2)} \\\\ 2x - 5y+5z=17&amp; &amp;\\text{(3)} \\end{align}[\/latex]<\/p>\r\n[reveal-answer q=\"462104\"]Show Solution[\/reveal-answer]\r\n[hidden-answer a=\"462104\"]\r\n\r\nThere will always be several choices as to where to begin, but the most obvious first step here is to eliminate [latex]x[\/latex] by adding equations (1) and (2).\r\n<p style=\"text-align: center;\">[latex]\\begin{align}x - 2y+3z&amp;=9\\\\ -x+3y-z&amp;=-6 \\\\ \\hline y+2z&amp;=3 \\end{align}[\/latex][latex]\\hspace{5mm}\\begin{gathered}\\text{(1})\\\\ \\text{(2)}\\\\ \\text{(4)}\\end{gathered}[\/latex]<\/p>\r\nThe second step is multiplying equation (1) by [latex]-2[\/latex] and adding the result to equation (3). These two steps will eliminate the variable [latex]x[\/latex].\r\n<p style=\"text-align: center;\">[latex]\\begin{align}\u22122x+4y\u22126z&amp;=\u221218 \\\\ 2x\u22125y+5z&amp;=17 \\\\ \\hline \u2212y\u2212z&amp;=\u22121\\end{align}[\/latex][latex]\\hspace{5mm}\\begin{align}&amp;(2)\\text{ multiplied by }\u22122\\\\&amp;\\left(3\\right)\\\\&amp;(5)\\end{align}[\/latex]<\/p>\r\nIn equations (4) and (5), we have created a new two-by-two system. We can solve for [latex]z[\/latex] by adding the two equations.\r\n<p style=\"text-align: center;\">[latex]\\begin{align}y+2z&amp;=3 \\\\ -y-z&amp;=-1 \\\\ \\hline z&amp;=2 \\end{align}[\/latex][latex]\\hspace{5mm}\\begin{align}(4)\\\\(5)\\\\(6)\\end{align}[\/latex]<\/p>\r\nChoosing one equation from each new system, we obtain the upper triangular form:\r\n<p style=\"text-align: center;\">[latex]\\begin{align}x - 2y+3z&amp;=9 &amp;&amp; \\left(1\\right) \\\\ y+2z&amp;=3 &amp;&amp; \\left(4\\right) \\\\ z&amp;=2 &amp;&amp; \\left(6\\right) \\end{align}[\/latex]<\/p>\r\nNext, we back-substitute [latex]z=2[\/latex] into equation (4) and solve for [latex]y[\/latex].\r\n<p style=\"text-align: center;\">[latex]\\begin{align}y+2\\left(2\\right)&amp;=3 \\\\ y+4&amp;=3 \\\\ y&amp;=-1 \\end{align}[\/latex]<\/p>\r\nFinally, we can back-substitute [latex]z=2[\/latex] and [latex]y=-1[\/latex] into equation (1). This will yield the solution for [latex]x[\/latex].\r\n<p style=\"text-align: center;\">[latex]\\begin{align} x - 2\\left(-1\\right)+3\\left(2\\right)&amp;=9\\\\ x+2+6&amp;=9\\\\ x&amp;=1\\end{align}[\/latex]<\/p>\r\nThe solution is the ordered triple [latex]\\left(1,-1,2\\right)[\/latex].\r\n\r\n<img class=\"aligncenter\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/896\/2016\/11\/03185119\/CNX_Precalc_Figure_09_02_0082.jpg\" alt=\"Three planes intersect at 1, negative 1, 2. The light blue plane's equation is x=1. The dark blue plane's equation is z=2. The orange plane's equation is y=negative 2.\" width=\"487\" height=\"324\" \/>\r\n\r\n[\/hidden-answer]\r\n\r\n<\/div>\r\n<div class=\"textbox key-takeaways\">\r\n<h3>Try It<\/h3>\r\nSolve the system of equations in three variables.\r\n<p style=\"text-align: center;\">[latex]\\begin{array}{l}2x+y - 2z=-1\\hfill \\\\ 3x - 3y-z=5\\hfill \\\\ x - 2y+3z=6\\hfill \\end{array}[\/latex]<\/p>\r\n[reveal-answer q=\"232738\"]Show Solution[\/reveal-answer]\r\n[hidden-answer a=\"232738\"]\r\n\r\n[latex]\\left(1,-1,1\\right)[\/latex]\r\n\r\n[\/hidden-answer]\r\n<iframe id=\"mom1\" class=\"resizable\" src=\"https:\/\/ohm.lumenlearning.com\/multiembedq.php?id=23765&amp;theme=oea&amp;iframe_resize_id=mom1\" width=\"100%\" height=\"300\"><\/iframe>\r\n\r\n<\/div>\r\nIn the following video,\u00a0you will see a visual representation of the three possible outcomes for solutions to a system of equations in three variables. There is also a worked example of solving a system using elimination.\r\n\r\nhttps:\/\/youtu.be\/wIE8KSpb-E8\r\n\r\nThe video below explains the remaining two cases: when the system is inconsistent (no solution) and when the system is dependent (infinitely many solutions).\r\n\r\nhttps:\/\/www.youtube.com\/watch?v=5FvY8XLrqmM\r\n\r\n&nbsp;\r\n<div class=\"textbox exercises\">\r\n<h3>Example: Solving a Real-World Problem Using a System of Three Equations in Three Variables<\/h3>\r\nIn the problem posed at the beginning of the section, John invested his inheritance of $12,000 in three different funds: part in a money-market fund paying 3% interest annually; part in municipal bonds paying 4% annually; and the rest in mutual funds paying 7% annually. John invested $4,000 more in mutual funds than he invested in municipal bonds. The total interest earned in one year was $670. How much did he invest in each type of fund?\r\n\r\n[reveal-answer q=\"348091\"]Show Solution[\/reveal-answer]\r\n[hidden-answer a=\"348091\"]\r\n\r\nTo solve this problem, we use all of the information given and set up three equations. First, we assign a variable to each of the three investment amounts:\r\n<p style=\"text-align: center;\">[latex]\\begin{align}&amp;x=\\text{amount invested in money-market fund} \\\\ &amp;y=\\text{amount invested in municipal bonds} \\\\ z&amp;=\\text{amount invested in mutual funds} \\end{align}[\/latex]<\/p>\r\nThe first equation indicates that the sum of the three principal amounts is $12,000.\r\n<p style=\"text-align: center;\">[latex]x+y+z=12{,}000[\/latex]<\/p>\r\nWe form the second equation according to the information that John invested $4,000 more in mutual funds than he invested in municipal bonds.\r\n<p style=\"text-align: center;\">[latex]z=y+4{,}000[\/latex]<\/p>\r\nThe third equation shows that the total amount of interest earned from each fund equals $670.\r\n<p style=\"text-align: center;\">[latex]0.03x+0.04y+0.07z=670[\/latex]<\/p>\r\nThen, we write the three equations as a system.\r\n<p style=\"text-align: center;\">[latex]\\begin{align}x+y+z=12{,}000 \\\\ -y+z=4{,}000 \\\\ 0.03x+0.04y+0.07z=670 \\end{align}[\/latex]<\/p>\r\nTo make the calculations simpler, we can multiply the third equation by 100. Thus,\r\n<p style=\"text-align: center;\">[latex]\\begin{align}x+y+z=12{,}000 \\hspace{5mm} \\left(1\\right) \\\\ -y+z=4{,}000 \\hspace{5mm} \\left(2\\right) \\\\ 3x+4y+7z=67{,}000 \\hspace{5mm} \\left(3\\right) \\end{align}[\/latex]<\/p>\r\n<strong>Step 1.<\/strong> Interchange equation (2) and equation (3) so that the two equations with three variables will line up.\r\n<p style=\"text-align: center;\">[latex]\\begin{align}x+y+z=12{,}000\\hfill \\\\ 3x+4y +7z=67{,}000 \\\\ -y+z=4{,}000 \\end{align}[\/latex]<\/p>\r\n<strong>Step 2.<\/strong> Multiply equation (1) by [latex]-3[\/latex] and add to equation (2). Write the result as row 2.\r\n<p style=\"text-align: center;\">[latex]\\begin{align}x+y+z=12{,}000 \\\\ y+4z=31{,}000 \\\\ -y+z=4{,}000 \\end{align}[\/latex]<\/p>\r\n<strong>Step 3.<\/strong> Add equation (2) to equation (3) and write the result as equation (3).\r\n<p style=\"text-align: center;\">[latex]\\begin{align}x+y+z=12{,}000 \\\\ y+4z=31{,}000 \\\\ 5z=35{,}000 \\end{align}[\/latex]<\/p>\r\n<strong>Step 4.<\/strong> Solve for [latex]z[\/latex] in equation (3). Back-substitute that value in equation (2) and solve for [latex]y[\/latex]. Then, back-substitute the values for [latex]z[\/latex] and [latex]y[\/latex] into equation (1) and solve for [latex]x[\/latex].\r\n<p style=\"text-align: center;\">[latex]\\begin{align}&amp;5z=35{,}000 \\\\ &amp;z=7{,}000 \\\\ \\\\ &amp;y+4\\left(7{,}000\\right)=31{,}000 \\\\ &amp;y=3{,}000 \\\\ \\\\ &amp;x+3{,}000+7{,}000=12{,}000 \\\\ &amp;x=2{,}000 \\end{align}[\/latex]<\/p>\r\nJohn invested $2,000 in a money-market fund, $3,000 in municipal bonds, and $7,000 in mutual funds.\r\n\r\n[\/hidden-answer]\r\n\r\n<\/div>\r\n<div class=\"textbox key-takeaways\">\r\n<h3>Try It<\/h3>\r\n<iframe id=\"mom10\" class=\"resizable\" src=\"https:\/\/ohm.lumenlearning.com\/multiembedq.php?id=19353&amp;theme=oea&amp;iframe_resize_id=mom10\" width=\"100%\" height=\"300\"><\/iframe>\r\n\r\n<\/div>\r\n<h2>Classify Solutions to Systems in Three Variables<\/h2>\r\nJust as with systems of equations in two variables, we may come across an <strong>inconsistent system<\/strong> of equations in three variables, which means that it does not have a solution that satisfies all three equations. The equations could represent three parallel planes, two parallel planes and one intersecting plane, or three planes that intersect the other two but not at the same location. The process of elimination will result in a false statement, such as [latex]3=7[\/latex] or some other contradiction.\r\n<div class=\"textbox exercises\">\r\n<h3>Example: Solving an Inconsistent System of Three Equations in Three Variables<\/h3>\r\nSolve the following system.\r\n<p style=\"text-align: center;\">[latex]\\begin{align}x - 3y+z=4 &amp;&amp; \\left(1\\right) \\\\ -x+2y - 5z=3 &amp;&amp; \\left(2\\right) \\\\ 5x - 13y+13z=8 &amp;&amp; \\left(3\\right) \\end{align}[\/latex]<\/p>\r\n[reveal-answer q=\"721134\"]Show Solution[\/reveal-answer]\r\n[hidden-answer a=\"721134\"]\r\n\r\nLooking at the coefficients of [latex]x[\/latex], we can see that we can eliminate [latex]x[\/latex] by adding equation (1) to equation (2).\r\n<p style=\"text-align: center;\">[latex]\\begin{align}x - 3y+z=4 \\\\ -x+2y - 5z=3 \\\\ \\hline -y - 4z=7\\end{align}[\/latex][latex]\\hspace{5mm} \\begin{align} (1) \\\\ (2) \\\\ (4) \\end{align}[\/latex]<\/p>\r\nNext, we multiply equation (1) by [latex]-5[\/latex] and add it to equation (3).\r\n<p style=\"text-align: center;\">[latex]\\begin{align}\u22125x+15y\u22125z&amp;=\u221220 \\\\ 5x\u221213y+13z&amp;=8 \\\\ \\hline 2y+8z&amp;=\u221212\\end{align}[\/latex][latex]\\hspace{5mm} \\begin{align}&amp;(1)\\text{ multiplied by }\u22125 \\\\ &amp;(3) \\\\ &amp;(5) \\end{align}[\/latex]<\/p>\r\nThen, we multiply equation (4) by 2 and add it to equation (5).\r\n<p style=\"text-align: center;\">[latex]\\begin{align}\u22122y\u22128z&amp;=14 \\\\ 2y+8z&amp;=\u221212 \\\\ \\hline 0&amp;=2\\end{align}[\/latex][latex]\\hspace{5mm} \\begin{align}&amp;(4)\\text{ multiplied by }2 \\\\ &amp;(5) \\\\&amp; \\end{align}[\/latex]<\/p>\r\nThe final equation [latex]0=2[\/latex] is a contradiction, so we conclude that the system of equations in inconsistent and, therefore, has no solution.\r\n<h4>Analysis of the Solution<\/h4>\r\nIn this system, each plane intersects the other two, but not at the same location. Therefore, the system is inconsistent.\r\n\r\n[\/hidden-answer]\r\n\r\n<\/div>\r\n<div class=\"textbox key-takeaways\">\r\n<h3>Try It<\/h3>\r\nSolve the system of three equations in three variables.\r\n<p style=\"text-align: center;\">[latex]\\begin{array}{l}\\text{ }x+y+z=2\\hfill \\\\ \\text{ }y - 3z=1\\hfill \\\\ 2x+y+5z=0\\hfill \\end{array}[\/latex]<\/p>\r\n[reveal-answer q=\"563392\"]Show Solution[\/reveal-answer]\r\n[hidden-answer a=\"563392\"]\r\n\r\nNo solution.\r\n\r\n[\/hidden-answer]\r\n\r\n<\/div>\r\n<div class=\"textbox key-takeaways\">\r\n<h3>Try It<\/h3>\r\nSolve the following system.\r\n<p style=\"text-align: center;\">[latex]\\begin{gathered}x+y+z=7 \\\\ 3x - 2y-z=4 \\\\ x+6y+5z=24 \\end{gathered}[\/latex]<\/p>\r\n[reveal-answer q=\"195958\"]Show Solution[\/reveal-answer]\r\n[hidden-answer a=\"195958\"]\r\n\r\nInfinitely many number of solutions of the form [latex]\\left(x,4x - 11,-5x+18\\right)[\/latex].\r\n\r\n[\/hidden-answer]\r\n\r\n<iframe id=\"mom5\" class=\"resizable\" src=\"https:\/\/ohm.lumenlearning.com\/multiembedq.php?id=29695&amp;theme=oea&amp;iframe_resize_id=mom5\" width=\"100%\" height=\"300\"><\/iframe>\r\n\r\n<\/div>\r\n\r\n<h2>Expressing the Solution of a System of Dependent Equations Containing Three Variables<\/h2>\r\nWe know from working with systems of equations in two variables that a <strong>dependent system<\/strong> of equations has an infinite number of solutions. The same is true for dependent systems of equations in three variables. An infinite number of solutions can result from several situations. The three planes could be the same, so that a solution to one equation will be the solution to the other two equations. All three equations could be different but they intersect on a line, which has infinite solutions. Or two of the equations could be the same and intersect the third on a line.\r\n<div class=\"textbox exercises\">\r\n<h3>Example: Finding the Solution to a Dependent System of Equations<\/h3>\r\nFind the solution to the given system of three equations in three variables.\r\n<p style=\"text-align: center;\">[latex]\\begin{align}2x+y - 3z=0 &amp;&amp; \\left(1\\right)\\\\ 4x+2y - 6z=0 &amp;&amp; \\left(2\\right)\\\\ x-y+z=0 &amp;&amp; \\left(3\\right)\\end{align}[\/latex]<\/p>\r\n[reveal-answer q=\"633686\"]Show Solution[\/reveal-answer]\r\n[hidden-answer a=\"633686\"]\r\n\r\nFirst, we can multiply equation (1) by [latex]-2[\/latex] and add it to equation (2).\r\n<p style=\"text-align: center;\">[latex]\\begin{align} \u22124x\u22122y+6z=0 &amp;\\hspace{9mm} (1)\\text{ multiplied by }\u22122 \\\\ 4x+2y\u22126z=0 &amp;\\hspace{9mm} (2) \\end{align}[\/latex]<\/p>\r\nWe do not need to proceed any further. The result we get is an identity, [latex]0=0[\/latex], which tells us that this system has an infinite number of solutions. There are other ways to begin to solve this system, such as multiplying equation (3) by [latex]-2[\/latex], and adding it to equation (1). We then perform the same steps as above and find the same result, [latex]0=0[\/latex].\r\n\r\nWhen a system is dependent, we can find general expressions for the solutions. Adding equations (1) and (3), we have\r\n<p style=\"text-align: center;\">[latex]\\begin{align}2x+y\u22123z=0 \\\\ x\u2212y+z=0 \\\\ \\hline 3x\u22122z=0 \\end{align}[\/latex]<\/p>\r\nWe then solve the resulting equation for [latex]z[\/latex].\r\n<p style=\"text-align: center;\">[latex]\\begin{align}3x - 2z=0 \\\\ z=\\frac{3}{2}x \\end{align}[\/latex]<\/p>\r\nWe back-substitute the expression for [latex]z[\/latex] into one of the equations and solve for [latex]y[\/latex].\r\n<p style=\"text-align: center;\">[latex]\\begin{align}&amp;2x+y - 3\\left(\\frac{3}{2}x\\right)=0 \\\\ &amp;2x+y-\\frac{9}{2}x=0 \\\\ &amp;y=\\frac{9}{2}x - 2x \\\\ &amp;y=\\frac{5}{2}x \\end{align}[\/latex]<\/p>\r\nSo the general solution is [latex]\\left(x,\\frac{5}{2}x,\\frac{3}{2}x\\right)[\/latex]. In this solution, [latex]x[\/latex] can be any real number. The values of [latex]y[\/latex] and [latex]z[\/latex] are dependent on the value selected for [latex]x[\/latex].\r\n<h4>Analysis of the Solution<\/h4>\r\nAs shown below, two of the planes are the same and they intersect the third plane on a line. The solution set is infinite, as all points along the intersection line will satisfy all three equations.\r\n\r\n<img class=\"aligncenter\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/896\/2016\/11\/03185121\/CNX_Precalc_Figure_09_02_0092.jpg\" alt=\"Two overlapping planes intersecting a third. The first overlapping plane's equation is negative 4x minus 2y plus 6z equals zero. The second overlapping plane's equation is 4x plus 2y minus 6z equals zero. The third plane's equation is x minus y plus z equals zero.\" width=\"487\" height=\"288\" \/>\r\n\r\n[\/hidden-answer]\r\n\r\n<\/div>\r\n<div class=\"textbox\">\r\n<h3>Q &amp; A<\/h3>\r\n<h4>Does the generic solution to a dependent system always have to be written in terms of [latex]x?[\/latex]<\/h4>\r\n<em>No, you can write the generic solution in terms of any of the variables, but it is common to write it in terms of [latex]x[\/latex] and if needed [latex]x[\/latex] and [latex]y[\/latex].<\/em>\r\n\r\n<\/div>\r\nWork through the problem in this video to understand how to work with a dependent system.\r\n\r\nhttps:\/\/www.youtube.com\/watch?v=mThiwW8nYAU\r\n\r\n\r\n<\/div>\r\n<h2>Key Concepts<\/h2>\r\n<ul>\r\n \t<li>A solution set is an ordered triple [latex]\\left\\{\\left(x,y,z\\right)\\right\\}[\/latex] that represents the intersection of three planes in space.<\/li>\r\n \t<li>A system of three equations in three variables can be solved by using a series of steps that forces a variable to be eliminated. The steps include interchanging the order of equations, multiplying both sides of an equation by a nonzero constant, and adding a nonzero multiple of one equation to another equation.<\/li>\r\n \t<li>Systems of three equations in three variables are useful for solving many different types of real-world problems.<\/li>\r\n \t<li>A system of equations in three variables is inconsistent if no solution exists. After performing elimination operations, the result is a contradiction.<\/li>\r\n \t<li>Systems of equations in three variables that are inconsistent could result from three parallel planes, two parallel planes and one intersecting plane, or three planes that intersect the other two but not at the same location.<\/li>\r\n \t<li>A system of equations in three variables is dependent if it has an infinite number of solutions. After performing elimination operations, the result is an identity.<\/li>\r\n \t<li>Systems of equations in three variables that are dependent could result from three identical planes, three planes intersecting at a line, or two identical planes that intersect the third on a line.<\/li>\r\n<\/ul>\r\n<h2>Glossary<\/h2>\r\n<strong>solution set<\/strong> the set of all ordered pairs or triples that satisfy all equations in a system of equations\r\n<img class=\"size-medium wp-image-2016 aligncenter\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/5269\/2020\/06\/22204550\/stop-sign-with-hand-300x300.png\" alt=\"Stop Here\" width=\"300\" height=\"300\" \/>\r\n<h3 style=\"text-align: center;\"><span data-sheets-root=\"1\">STOP HERE and complete Homework 2.5 - Linear Systems<\/span><\/h3>","rendered":"<div class=\"textbox learning-objectives\">\n<h3>Learning Outcomes<\/h3>\n<ul class=\"ul1\">\n<li class=\"li2\"><span class=\"s1\">Solve systems of three equations in three variables.<\/span><\/li>\n<li class=\"li2\"><span class=\"s1\">Identify inconsistent systems of equations containing three variables.<\/span><\/li>\n<li class=\"li2\"><span class=\"s1\">Express the solution of a system of dependent equations containing three variables using standard notations.<\/span><\/li>\n<\/ul>\n<\/div>\n<p>John received an inheritance of $12,000 that he divided into three parts and invested in three ways: in a money-market fund paying 3% annual interest; in municipal bonds paying 4% annual interest; and in mutual funds paying 7% annual interest. John invested $4,000 more in municipal funds than in municipal bonds. He earned $670 in interest the first year. How much did John invest in each type of fund?<\/p>\n<div style=\"width: 497px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/896\/2016\/11\/03185111\/CNX_Precalc_Figure_09_02_005n2.jpg\" alt=\"A pile of quarters, dimes, nickels, and pennies.\" width=\"487\" height=\"366\" \/><\/p>\n<p class=\"wp-caption-text\">(credit: &#8220;Elembis,&#8221; Wikimedia Commons)<\/p>\n<\/div>\n<p>Understanding the correct approach to setting up problems such as this one makes finding a solution a matter of following a pattern. We will solve this and similar problems involving three equations and three variables in this section. Doing so uses similar techniques as those used to solve systems of two equations in two variables. However, finding solutions to systems of three equations requires a bit more organization and a touch of visual gymnastics.<\/p>\n<h2>Solve Systems of Three Equations in Three Variables<\/h2>\n<p>In order to solve systems of equations in three variables, known as three-by-three systems, the primary goal is to eliminate one variable at a time to achieve back-substitution. A solution to a system of three equations in three variables [latex]\\left(x,y,z\\right),\\text{}[\/latex] is\u00a0called an <strong>ordered triple<\/strong>.<\/p>\n<p>To find a solution, we can perform the following operations:<\/p>\n<ol>\n<li>Interchange the order of any two equations.<\/li>\n<li>Multiply both sides of an equation by a nonzero constant.<\/li>\n<li>Add a nonzero multiple of one equation to another equation.<\/li>\n<\/ol>\n<p>Graphically, the ordered triple defines the point that is the intersection of three planes in space. You can visualize such an intersection by imagining any corner in a rectangular room. A corner is defined by three planes: two adjoining walls and the floor (or ceiling). Any point where two walls and the floor meet represents the intersection of three planes.<\/p>\n<div class=\"textbox\">\n<h3>A General Note: Number of Possible Solutions<\/h3>\n<p>The planes\u00a0illustrate possible solution scenarios for three-by-three systems.<\/p>\n<ul>\n<li>Systems that have a single solution are those which, after elimination, result in a <strong>solution set<\/strong> consisting of an ordered triple [latex]\\left\\{\\left(x,y,z\\right)\\right\\}[\/latex]. Graphically, the ordered triple defines a point that is the intersection of three planes in space.<\/li>\n<li>Systems that have an infinite number of solutions are those which, after elimination, result in an expression that is always true, such as [latex]0=0[\/latex]. Graphically, an infinite number of solutions represents a line or coincident plane that serves as the intersection of three planes in space.<\/li>\n<li>Systems that have no solution are those that, after elimination, result in a statement that is a contradiction, such as [latex]3=0[\/latex]. Graphically, a system with no solution is represented by three planes with no point in common.<\/li>\n<\/ul>\n<div style=\"width: 497px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/896\/2016\/11\/03185113\/CNX_Precalc_Figure_09_02_006n2.jpg\" alt=\"\" width=\"487\" height=\"238\" \/><\/p>\n<p class=\"wp-caption-text\">(a)Three planes intersect at a single point, representing a three-by-three system with a single solution. (b) Three planes intersect in a line, representing a three-by-three system with infinite solutions.<\/p>\n<\/div>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/896\/2016\/11\/03185116\/CNX_Precalc_Figure_09_02_007n2.jpg\" width=\"487\" height=\"188\" alt=\"image\" \/><\/p>\n<\/div>\n<div class=\"textbox exercises\">\n<h3>Example: Determining Whether an Ordered Triple Is a Solution to a System<\/h3>\n<p>Determine whether the ordered triple [latex]\\left(3,-2,1\\right)[\/latex] is a solution to the system.<\/p>\n<p style=\"text-align: center;\">[latex]\\begin{gathered}x+y+z=2 \\\\ 6x - 4y+5z=31 \\\\ 5x+2y+2z=13 \\end{gathered}[\/latex]<\/p>\n<div class=\"qa-wrapper\" style=\"display: block\"><span class=\"show-answer collapsed\" style=\"cursor: pointer\" data-target=\"q954288\">Show Solution<\/span><\/p>\n<div id=\"q954288\" class=\"hidden-answer\" style=\"display: none\">\n<p>We will check each equation by substituting in the values of the ordered triple for [latex]x,y[\/latex], and [latex]z[\/latex].<\/p>\n<p style=\"text-align: center;\">[latex]\\begin{align} x+y+z=2\\\\ \\left(3\\right)+\\left(-2\\right)+\\left(1\\right)=2\\\\ \\text{True}\\end{align}\\hspace{5mm}[\/latex] [latex]\\hspace{5mm}\\begin{align} 6x - 4y+5z=31\\\\ 6\\left(3\\right)-4\\left(-2\\right)+5\\left(1\\right)=31\\\\ 18+8+5=31\\\\ \\text{True}\\end{align}\\hspace{5mm}[\/latex] [latex]\\hspace{5mm}\\begin{align}5x+2y+2z=13\\\\ 5\\left(3\\right)+2\\left(-2\\right)+2\\left(1\\right)=13\\\\ 15 - 4+2=13\\\\ \\text{True}\\end{align}[\/latex]<\/p>\n<p>The ordered triple [latex]\\left(3,-2,1\\right)[\/latex] is indeed a solution to the system.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"textbox\">\n<h3>How To: Given a linear system of three equations, solve for three unknowns.<strong><br \/>\n<\/strong><\/h3>\n<ol>\n<li>Pick any pair of equations and solve for one variable.<\/li>\n<li>Pick another pair of equations and solve for the same variable.<\/li>\n<li>You have created a system of two equations in two unknowns. Solve the resulting two-by-two system.<\/li>\n<li>Back-substitute known variables into any one of the original equations and solve for the missing variable.<\/li>\n<\/ol>\n<\/div>\n<div class=\"textbox exercises\">\n<h3>Example: Solving a System of Three Equations in Three Variables by Elimination<\/h3>\n<p>Find a solution to the following system:<\/p>\n<p style=\"text-align: center;\">[latex]\\begin{align}x - 2y+3z=9& &\\text{(1)} \\\\ -x+3y-z=-6& &\\text{(2)} \\\\ 2x - 5y+5z=17& &\\text{(3)} \\end{align}[\/latex]<\/p>\n<div class=\"qa-wrapper\" style=\"display: block\"><span class=\"show-answer collapsed\" style=\"cursor: pointer\" data-target=\"q462104\">Show Solution<\/span><\/p>\n<div id=\"q462104\" class=\"hidden-answer\" style=\"display: none\">\n<p>There will always be several choices as to where to begin, but the most obvious first step here is to eliminate [latex]x[\/latex] by adding equations (1) and (2).<\/p>\n<p style=\"text-align: center;\">[latex]\\begin{align}x - 2y+3z&=9\\\\ -x+3y-z&=-6 \\\\ \\hline y+2z&=3 \\end{align}[\/latex][latex]\\hspace{5mm}\\begin{gathered}\\text{(1})\\\\ \\text{(2)}\\\\ \\text{(4)}\\end{gathered}[\/latex]<\/p>\n<p>The second step is multiplying equation (1) by [latex]-2[\/latex] and adding the result to equation (3). These two steps will eliminate the variable [latex]x[\/latex].<\/p>\n<p style=\"text-align: center;\">[latex]\\begin{align}\u22122x+4y\u22126z&=\u221218 \\\\ 2x\u22125y+5z&=17 \\\\ \\hline \u2212y\u2212z&=\u22121\\end{align}[\/latex][latex]\\hspace{5mm}\\begin{align}&(2)\\text{ multiplied by }\u22122\\\\&\\left(3\\right)\\\\&(5)\\end{align}[\/latex]<\/p>\n<p>In equations (4) and (5), we have created a new two-by-two system. We can solve for [latex]z[\/latex] by adding the two equations.<\/p>\n<p style=\"text-align: center;\">[latex]\\begin{align}y+2z&=3 \\\\ -y-z&=-1 \\\\ \\hline z&=2 \\end{align}[\/latex][latex]\\hspace{5mm}\\begin{align}(4)\\\\(5)\\\\(6)\\end{align}[\/latex]<\/p>\n<p>Choosing one equation from each new system, we obtain the upper triangular form:<\/p>\n<p style=\"text-align: center;\">[latex]\\begin{align}x - 2y+3z&=9 && \\left(1\\right) \\\\ y+2z&=3 && \\left(4\\right) \\\\ z&=2 && \\left(6\\right) \\end{align}[\/latex]<\/p>\n<p>Next, we back-substitute [latex]z=2[\/latex] into equation (4) and solve for [latex]y[\/latex].<\/p>\n<p style=\"text-align: center;\">[latex]\\begin{align}y+2\\left(2\\right)&=3 \\\\ y+4&=3 \\\\ y&=-1 \\end{align}[\/latex]<\/p>\n<p>Finally, we can back-substitute [latex]z=2[\/latex] and [latex]y=-1[\/latex] into equation (1). This will yield the solution for [latex]x[\/latex].<\/p>\n<p style=\"text-align: center;\">[latex]\\begin{align} x - 2\\left(-1\\right)+3\\left(2\\right)&=9\\\\ x+2+6&=9\\\\ x&=1\\end{align}[\/latex]<\/p>\n<p>The solution is the ordered triple [latex]\\left(1,-1,2\\right)[\/latex].<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/896\/2016\/11\/03185119\/CNX_Precalc_Figure_09_02_0082.jpg\" alt=\"Three planes intersect at 1, negative 1, 2. The light blue plane's equation is x=1. The dark blue plane's equation is z=2. The orange plane's equation is y=negative 2.\" width=\"487\" height=\"324\" \/><\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"textbox key-takeaways\">\n<h3>Try It<\/h3>\n<p>Solve the system of equations in three variables.<\/p>\n<p style=\"text-align: center;\">[latex]\\begin{array}{l}2x+y - 2z=-1\\hfill \\\\ 3x - 3y-z=5\\hfill \\\\ x - 2y+3z=6\\hfill \\end{array}[\/latex]<\/p>\n<div class=\"qa-wrapper\" style=\"display: block\"><span class=\"show-answer collapsed\" style=\"cursor: pointer\" data-target=\"q232738\">Show Solution<\/span><\/p>\n<div id=\"q232738\" class=\"hidden-answer\" style=\"display: none\">\n<p>[latex]\\left(1,-1,1\\right)[\/latex]<\/p>\n<\/div>\n<\/div>\n<p><iframe loading=\"lazy\" id=\"mom1\" class=\"resizable\" src=\"https:\/\/ohm.lumenlearning.com\/multiembedq.php?id=23765&amp;theme=oea&amp;iframe_resize_id=mom1\" width=\"100%\" height=\"300\"><\/iframe><\/p>\n<\/div>\n<p>In the following video,\u00a0you will see a visual representation of the three possible outcomes for solutions to a system of equations in three variables. There is also a worked example of solving a system using elimination.<\/p>\n<p><iframe loading=\"lazy\" id=\"oembed-1\" title=\"Systems of Equations in Three Variables:  Part 1 of 2\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/wIE8KSpb-E8?feature=oembed&#38;rel=0\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p>The video below explains the remaining two cases: when the system is inconsistent (no solution) and when the system is dependent (infinitely many solutions).<\/p>\n<p><iframe loading=\"lazy\" id=\"oembed-2\" title=\"Systems of Equations in Three Variables:  Part 2 of 2\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/5FvY8XLrqmM?feature=oembed&#38;rel=0\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p>&nbsp;<\/p>\n<div class=\"textbox exercises\">\n<h3>Example: Solving a Real-World Problem Using a System of Three Equations in Three Variables<\/h3>\n<p>In the problem posed at the beginning of the section, John invested his inheritance of $12,000 in three different funds: part in a money-market fund paying 3% interest annually; part in municipal bonds paying 4% annually; and the rest in mutual funds paying 7% annually. John invested $4,000 more in mutual funds than he invested in municipal bonds. The total interest earned in one year was $670. How much did he invest in each type of fund?<\/p>\n<div class=\"qa-wrapper\" style=\"display: block\"><span class=\"show-answer collapsed\" style=\"cursor: pointer\" data-target=\"q348091\">Show Solution<\/span><\/p>\n<div id=\"q348091\" class=\"hidden-answer\" style=\"display: none\">\n<p>To solve this problem, we use all of the information given and set up three equations. First, we assign a variable to each of the three investment amounts:<\/p>\n<p style=\"text-align: center;\">[latex]\\begin{align}&x=\\text{amount invested in money-market fund} \\\\ &y=\\text{amount invested in municipal bonds} \\\\ z&=\\text{amount invested in mutual funds} \\end{align}[\/latex]<\/p>\n<p>The first equation indicates that the sum of the three principal amounts is $12,000.<\/p>\n<p style=\"text-align: center;\">[latex]x+y+z=12{,}000[\/latex]<\/p>\n<p>We form the second equation according to the information that John invested $4,000 more in mutual funds than he invested in municipal bonds.<\/p>\n<p style=\"text-align: center;\">[latex]z=y+4{,}000[\/latex]<\/p>\n<p>The third equation shows that the total amount of interest earned from each fund equals $670.<\/p>\n<p style=\"text-align: center;\">[latex]0.03x+0.04y+0.07z=670[\/latex]<\/p>\n<p>Then, we write the three equations as a system.<\/p>\n<p style=\"text-align: center;\">[latex]\\begin{align}x+y+z=12{,}000 \\\\ -y+z=4{,}000 \\\\ 0.03x+0.04y+0.07z=670 \\end{align}[\/latex]<\/p>\n<p>To make the calculations simpler, we can multiply the third equation by 100. Thus,<\/p>\n<p style=\"text-align: center;\">[latex]\\begin{align}x+y+z=12{,}000 \\hspace{5mm} \\left(1\\right) \\\\ -y+z=4{,}000 \\hspace{5mm} \\left(2\\right) \\\\ 3x+4y+7z=67{,}000 \\hspace{5mm} \\left(3\\right) \\end{align}[\/latex]<\/p>\n<p><strong>Step 1.<\/strong> Interchange equation (2) and equation (3) so that the two equations with three variables will line up.<\/p>\n<p style=\"text-align: center;\">[latex]\\begin{align}x+y+z=12{,}000\\hfill \\\\ 3x+4y +7z=67{,}000 \\\\ -y+z=4{,}000 \\end{align}[\/latex]<\/p>\n<p><strong>Step 2.<\/strong> Multiply equation (1) by [latex]-3[\/latex] and add to equation (2). Write the result as row 2.<\/p>\n<p style=\"text-align: center;\">[latex]\\begin{align}x+y+z=12{,}000 \\\\ y+4z=31{,}000 \\\\ -y+z=4{,}000 \\end{align}[\/latex]<\/p>\n<p><strong>Step 3.<\/strong> Add equation (2) to equation (3) and write the result as equation (3).<\/p>\n<p style=\"text-align: center;\">[latex]\\begin{align}x+y+z=12{,}000 \\\\ y+4z=31{,}000 \\\\ 5z=35{,}000 \\end{align}[\/latex]<\/p>\n<p><strong>Step 4.<\/strong> Solve for [latex]z[\/latex] in equation (3). Back-substitute that value in equation (2) and solve for [latex]y[\/latex]. Then, back-substitute the values for [latex]z[\/latex] and [latex]y[\/latex] into equation (1) and solve for [latex]x[\/latex].<\/p>\n<p style=\"text-align: center;\">[latex]\\begin{align}&5z=35{,}000 \\\\ &z=7{,}000 \\\\ \\\\ &y+4\\left(7{,}000\\right)=31{,}000 \\\\ &y=3{,}000 \\\\ \\\\ &x+3{,}000+7{,}000=12{,}000 \\\\ &x=2{,}000 \\end{align}[\/latex]<\/p>\n<p>John invested $2,000 in a money-market fund, $3,000 in municipal bonds, and $7,000 in mutual funds.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"textbox key-takeaways\">\n<h3>Try It<\/h3>\n<p><iframe loading=\"lazy\" id=\"mom10\" class=\"resizable\" src=\"https:\/\/ohm.lumenlearning.com\/multiembedq.php?id=19353&amp;theme=oea&amp;iframe_resize_id=mom10\" width=\"100%\" height=\"300\"><\/iframe><\/p>\n<\/div>\n<h2>Classify Solutions to Systems in Three Variables<\/h2>\n<p>Just as with systems of equations in two variables, we may come across an <strong>inconsistent system<\/strong> of equations in three variables, which means that it does not have a solution that satisfies all three equations. The equations could represent three parallel planes, two parallel planes and one intersecting plane, or three planes that intersect the other two but not at the same location. The process of elimination will result in a false statement, such as [latex]3=7[\/latex] or some other contradiction.<\/p>\n<div class=\"textbox exercises\">\n<h3>Example: Solving an Inconsistent System of Three Equations in Three Variables<\/h3>\n<p>Solve the following system.<\/p>\n<p style=\"text-align: center;\">[latex]\\begin{align}x - 3y+z=4 && \\left(1\\right) \\\\ -x+2y - 5z=3 && \\left(2\\right) \\\\ 5x - 13y+13z=8 && \\left(3\\right) \\end{align}[\/latex]<\/p>\n<div class=\"qa-wrapper\" style=\"display: block\"><span class=\"show-answer collapsed\" style=\"cursor: pointer\" data-target=\"q721134\">Show Solution<\/span><\/p>\n<div id=\"q721134\" class=\"hidden-answer\" style=\"display: none\">\n<p>Looking at the coefficients of [latex]x[\/latex], we can see that we can eliminate [latex]x[\/latex] by adding equation (1) to equation (2).<\/p>\n<p style=\"text-align: center;\">[latex]\\begin{align}x - 3y+z=4 \\\\ -x+2y - 5z=3 \\\\ \\hline -y - 4z=7\\end{align}[\/latex][latex]\\hspace{5mm} \\begin{align} (1) \\\\ (2) \\\\ (4) \\end{align}[\/latex]<\/p>\n<p>Next, we multiply equation (1) by [latex]-5[\/latex] and add it to equation (3).<\/p>\n<p style=\"text-align: center;\">[latex]\\begin{align}\u22125x+15y\u22125z&=\u221220 \\\\ 5x\u221213y+13z&=8 \\\\ \\hline 2y+8z&=\u221212\\end{align}[\/latex][latex]\\hspace{5mm} \\begin{align}&(1)\\text{ multiplied by }\u22125 \\\\ &(3) \\\\ &(5) \\end{align}[\/latex]<\/p>\n<p>Then, we multiply equation (4) by 2 and add it to equation (5).<\/p>\n<p style=\"text-align: center;\">[latex]\\begin{align}\u22122y\u22128z&=14 \\\\ 2y+8z&=\u221212 \\\\ \\hline 0&=2\\end{align}[\/latex][latex]\\hspace{5mm} \\begin{align}&(4)\\text{ multiplied by }2 \\\\ &(5) \\\\& \\end{align}[\/latex]<\/p>\n<p>The final equation [latex]0=2[\/latex] is a contradiction, so we conclude that the system of equations in inconsistent and, therefore, has no solution.<\/p>\n<h4>Analysis of the Solution<\/h4>\n<p>In this system, each plane intersects the other two, but not at the same location. Therefore, the system is inconsistent.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"textbox key-takeaways\">\n<h3>Try It<\/h3>\n<p>Solve the system of three equations in three variables.<\/p>\n<p style=\"text-align: center;\">[latex]\\begin{array}{l}\\text{ }x+y+z=2\\hfill \\\\ \\text{ }y - 3z=1\\hfill \\\\ 2x+y+5z=0\\hfill \\end{array}[\/latex]<\/p>\n<div class=\"qa-wrapper\" style=\"display: block\"><span class=\"show-answer collapsed\" style=\"cursor: pointer\" data-target=\"q563392\">Show Solution<\/span><\/p>\n<div id=\"q563392\" class=\"hidden-answer\" style=\"display: none\">\n<p>No solution.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"textbox key-takeaways\">\n<h3>Try It<\/h3>\n<p>Solve the following system.<\/p>\n<p style=\"text-align: center;\">[latex]\\begin{gathered}x+y+z=7 \\\\ 3x - 2y-z=4 \\\\ x+6y+5z=24 \\end{gathered}[\/latex]<\/p>\n<div class=\"qa-wrapper\" style=\"display: block\"><span class=\"show-answer collapsed\" style=\"cursor: pointer\" data-target=\"q195958\">Show Solution<\/span><\/p>\n<div id=\"q195958\" class=\"hidden-answer\" style=\"display: none\">\n<p>Infinitely many number of solutions of the form [latex]\\left(x,4x - 11,-5x+18\\right)[\/latex].<\/p>\n<\/div>\n<\/div>\n<p><iframe loading=\"lazy\" id=\"mom5\" class=\"resizable\" src=\"https:\/\/ohm.lumenlearning.com\/multiembedq.php?id=29695&amp;theme=oea&amp;iframe_resize_id=mom5\" width=\"100%\" height=\"300\"><\/iframe><\/p>\n<\/div>\n<h2>Expressing the Solution of a System of Dependent Equations Containing Three Variables<\/h2>\n<p>We know from working with systems of equations in two variables that a <strong>dependent system<\/strong> of equations has an infinite number of solutions. The same is true for dependent systems of equations in three variables. An infinite number of solutions can result from several situations. The three planes could be the same, so that a solution to one equation will be the solution to the other two equations. All three equations could be different but they intersect on a line, which has infinite solutions. Or two of the equations could be the same and intersect the third on a line.<\/p>\n<div class=\"textbox exercises\">\n<h3>Example: Finding the Solution to a Dependent System of Equations<\/h3>\n<p>Find the solution to the given system of three equations in three variables.<\/p>\n<p style=\"text-align: center;\">[latex]\\begin{align}2x+y - 3z=0 && \\left(1\\right)\\\\ 4x+2y - 6z=0 && \\left(2\\right)\\\\ x-y+z=0 && \\left(3\\right)\\end{align}[\/latex]<\/p>\n<div class=\"qa-wrapper\" style=\"display: block\"><span class=\"show-answer collapsed\" style=\"cursor: pointer\" data-target=\"q633686\">Show Solution<\/span><\/p>\n<div id=\"q633686\" class=\"hidden-answer\" style=\"display: none\">\n<p>First, we can multiply equation (1) by [latex]-2[\/latex] and add it to equation (2).<\/p>\n<p style=\"text-align: center;\">[latex]\\begin{align} \u22124x\u22122y+6z=0 &\\hspace{9mm} (1)\\text{ multiplied by }\u22122 \\\\ 4x+2y\u22126z=0 &\\hspace{9mm} (2) \\end{align}[\/latex]<\/p>\n<p>We do not need to proceed any further. The result we get is an identity, [latex]0=0[\/latex], which tells us that this system has an infinite number of solutions. There are other ways to begin to solve this system, such as multiplying equation (3) by [latex]-2[\/latex], and adding it to equation (1). We then perform the same steps as above and find the same result, [latex]0=0[\/latex].<\/p>\n<p>When a system is dependent, we can find general expressions for the solutions. Adding equations (1) and (3), we have<\/p>\n<p style=\"text-align: center;\">[latex]\\begin{align}2x+y\u22123z=0 \\\\ x\u2212y+z=0 \\\\ \\hline 3x\u22122z=0 \\end{align}[\/latex]<\/p>\n<p>We then solve the resulting equation for [latex]z[\/latex].<\/p>\n<p style=\"text-align: center;\">[latex]\\begin{align}3x - 2z=0 \\\\ z=\\frac{3}{2}x \\end{align}[\/latex]<\/p>\n<p>We back-substitute the expression for [latex]z[\/latex] into one of the equations and solve for [latex]y[\/latex].<\/p>\n<p style=\"text-align: center;\">[latex]\\begin{align}&2x+y - 3\\left(\\frac{3}{2}x\\right)=0 \\\\ &2x+y-\\frac{9}{2}x=0 \\\\ &y=\\frac{9}{2}x - 2x \\\\ &y=\\frac{5}{2}x \\end{align}[\/latex]<\/p>\n<p>So the general solution is [latex]\\left(x,\\frac{5}{2}x,\\frac{3}{2}x\\right)[\/latex]. In this solution, [latex]x[\/latex] can be any real number. The values of [latex]y[\/latex] and [latex]z[\/latex] are dependent on the value selected for [latex]x[\/latex].<\/p>\n<h4>Analysis of the Solution<\/h4>\n<p>As shown below, two of the planes are the same and they intersect the third plane on a line. The solution set is infinite, as all points along the intersection line will satisfy all three equations.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/896\/2016\/11\/03185121\/CNX_Precalc_Figure_09_02_0092.jpg\" alt=\"Two overlapping planes intersecting a third. The first overlapping plane's equation is negative 4x minus 2y plus 6z equals zero. The second overlapping plane's equation is 4x plus 2y minus 6z equals zero. The third plane's equation is x minus y plus z equals zero.\" width=\"487\" height=\"288\" \/><\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"textbox\">\n<h3>Q &amp; A<\/h3>\n<h4>Does the generic solution to a dependent system always have to be written in terms of [latex]x?[\/latex]<\/h4>\n<p><em>No, you can write the generic solution in terms of any of the variables, but it is common to write it in terms of [latex]x[\/latex] and if needed [latex]x[\/latex] and [latex]y[\/latex].<\/em><\/p>\n<\/div>\n<p>Work through the problem in this video to understand how to work with a dependent system.<\/p>\n<p><iframe loading=\"lazy\" id=\"oembed-3\" title=\"Ex 5: System of Three Equations with Three Unknowns Using Elimination (Infinite Solutions)\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/mThiwW8nYAU?feature=oembed&#38;rel=0\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<h2>Key Concepts<\/h2>\n<ul>\n<li>A solution set is an ordered triple [latex]\\left\\{\\left(x,y,z\\right)\\right\\}[\/latex] that represents the intersection of three planes in space.<\/li>\n<li>A system of three equations in three variables can be solved by using a series of steps that forces a variable to be eliminated. The steps include interchanging the order of equations, multiplying both sides of an equation by a nonzero constant, and adding a nonzero multiple of one equation to another equation.<\/li>\n<li>Systems of three equations in three variables are useful for solving many different types of real-world problems.<\/li>\n<li>A system of equations in three variables is inconsistent if no solution exists. After performing elimination operations, the result is a contradiction.<\/li>\n<li>Systems of equations in three variables that are inconsistent could result from three parallel planes, two parallel planes and one intersecting plane, or three planes that intersect the other two but not at the same location.<\/li>\n<li>A system of equations in three variables is dependent if it has an infinite number of solutions. After performing elimination operations, the result is an identity.<\/li>\n<li>Systems of equations in three variables that are dependent could result from three identical planes, three planes intersecting at a line, or two identical planes that intersect the third on a line.<\/li>\n<\/ul>\n<h2>Glossary<\/h2>\n<p><strong>solution set<\/strong> the set of all ordered pairs or triples that satisfy all equations in a system of equations<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-2016 aligncenter\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/5269\/2020\/06\/22204550\/stop-sign-with-hand-300x300.png\" alt=\"Stop Here\" width=\"300\" height=\"300\" \/><\/p>\n<h3 style=\"text-align: center;\"><span data-sheets-root=\"1\">STOP HERE and complete Homework 2.5 &#8211; Linear Systems<\/span><\/h3>\n\n\t\t\t <section class=\"citations-section\" role=\"contentinfo\">\n\t\t\t <h3>Candela Citations<\/h3>\n\t\t\t\t\t <div>\n\t\t\t\t\t\t <div id=\"citation-list-1773\">\n\t\t\t\t\t\t\t <div class=\"licensing\"><div class=\"license-attribution-dropdown-subheading\">CC licensed content, Original<\/div><ul class=\"citation-list\"><li>Revision and Adaptation. <strong>Provided by<\/strong>: Lumen Learning. <strong>License<\/strong>: <em><a target=\"_blank\" rel=\"license\" href=\"https:\/\/creativecommons.org\/licenses\/by\/4.0\/\">CC BY: Attribution<\/a><\/em><\/li><\/ul><div class=\"license-attribution-dropdown-subheading\">CC licensed content, Shared previously<\/div><ul class=\"citation-list\"><li>College Algebra. <strong>Authored by<\/strong>: Abramson, Jay et al.. <strong>Provided by<\/strong>: OpenStax. <strong>Located at<\/strong>: <a target=\"_blank\" href=\"http:\/\/cnx.org\/contents\/9b08c294-057f-4201-9f48-5d6ad992740d@5.2\">http:\/\/cnx.org\/contents\/9b08c294-057f-4201-9f48-5d6ad992740d@5.2<\/a>. <strong>License<\/strong>: <em><a target=\"_blank\" rel=\"license\" href=\"https:\/\/creativecommons.org\/licenses\/by\/4.0\/\">CC BY: Attribution<\/a><\/em>. <strong>License Terms<\/strong>: Download for free at http:\/\/cnx.org\/contents\/9b08c294-057f-4201-9f48-5d6ad992740d@5.2<\/li><li>Question ID 23765, 29695. <strong>Authored by<\/strong>: Roy Shahbazian. <strong>License<\/strong>: <em><a target=\"_blank\" rel=\"license\" href=\"https:\/\/creativecommons.org\/licenses\/by\/4.0\/\">CC BY: Attribution<\/a><\/em>. <strong>License Terms<\/strong>: IMathAS Community License CC-BY + GPL<\/li><li>Systems of Equations in Three Variables: Part 1 of 2. <strong>Authored by<\/strong>: James Sousa (Mathispower4u.com) . <strong>Located at<\/strong>: <a target=\"_blank\" href=\"https:\/\/youtu.be\/wIE8KSpb-E8\">https:\/\/youtu.be\/wIE8KSpb-E8<\/a>. <strong>License<\/strong>: <em><a target=\"_blank\" rel=\"license\" href=\"https:\/\/creativecommons.org\/licenses\/by\/4.0\/\">CC BY: Attribution<\/a><\/em><\/li><\/ul><div 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