{"id":2467,"date":"2024-07-29T23:59:28","date_gmt":"2024-07-29T23:59:28","guid":{"rendered":"https:\/\/content.one.lumenlearning.com\/collegealgebra\/?post_type=chapter&#038;p=2467"},"modified":"2025-08-15T16:28:20","modified_gmt":"2025-08-15T16:28:20","slug":"solving-system-of-equations-using-matrices-learn-it-2","status":"publish","type":"chapter","link":"https:\/\/content.one.lumenlearning.com\/collegealgebra\/chapter\/solving-system-of-equations-using-matrices-learn-it-2\/","title":{"raw":"Solving System of Equations using Matrices: Learn It 2","rendered":"Solving System of Equations using Matrices: Learn It 2"},"content":{"raw":"<h2>Row Operations<\/h2>\r\nNow that we can write systems of equations in augmented matrix form, we will examine the various\u00a0<strong>row operations<\/strong> that can be performed on a matrix, such as addition, multiplication by a constant, and interchanging rows. Performing row operations on a matrix is the method we use for solving a system of equations.\r\n\r\nWhen solving systems of equations using matrices, our goal is to transform the matrix into a simpler form while maintaining the same solution. Row operations help us do this systematically. Think of it like simplifying an equation - we can perform certain operations that don't change the solution but make it easier to solve.\r\n\r\nIn a matrix, the following operations can be performed on any row and the resulting matrix will be equivalent to the original matrix.\r\n<ol>\r\n \t<li>Interchange any two rows.<\/li>\r\n \t<li>Multiply a row by any real number except [latex]0[\/latex].<\/li>\r\n \t<li>Add a nonzero multiple of one row to another row.<\/li>\r\n<\/ol>\r\nThese actions are called row operations and will help us use the matrix to solve a system of equations.\r\n<p class=\"whitespace-pre-wrap break-words\">When we perform row operations, we use special notation to show what we're doing. Here are the common notations you'll see:<\/p>\r\n<p class=\"whitespace-pre-wrap break-words\">For swapping rows:<\/p>\r\n\r\n<ul class=\"-mt-1 [li&gt;&amp;]:mt-2 [li&gt;mark&gt;&amp;]:mt-2 list-disc space-y-2 pl-8\">\r\n \t<li class=\"whitespace-normal break-words\">[latex]R_i \\leftrightarrow R_j[\/latex] means we swap row [latex]i[\/latex] and row [latex]j[\/latex]<\/li>\r\n<\/ul>\r\n<p class=\"whitespace-pre-wrap break-words\">For multiplying a row by a constant:<\/p>\r\n\r\n<ul class=\"-mt-1 [li&gt;&amp;]:mt-2 [li&gt;mark&gt;&amp;]:mt-2 list-disc space-y-2 pl-8\">\r\n \t<li class=\"whitespace-normal break-words\">[latex]cR_i[\/latex] or [latex]R_i \\rightarrow cR_i[\/latex] means we multiply row [latex]i[\/latex] by the constant [latex]c[\/latex]<\/li>\r\n \t<li class=\"whitespace-normal break-words\">Example: [latex]5R_2 \\rightarrow R_2[\/latex] means multiply row [latex]2[\/latex] by [latex]5[\/latex]<\/li>\r\n<\/ul>\r\n<p class=\"whitespace-pre-wrap break-words\">For adding multiples of rows:<\/p>\r\n\r\n<ul class=\"-mt-1 [li&gt;&amp;]:mt-2 [li&gt;mark&gt;&amp;]:mt-2 list-disc space-y-2 pl-8\">\r\n \t<li class=\"whitespace-normal break-words\">[latex]cR_i + R_j \\rightarrow R_j[\/latex] means we multiply row [latex]i[\/latex] by [latex]c[\/latex] and add it to row [latex]j[\/latex]<\/li>\r\n \t<li class=\"whitespace-normal break-words\">[latex]R_j \\rightarrow R_j + cR_i[\/latex] is another common way to write this<\/li>\r\n \t<li class=\"whitespace-normal break-words\">Example: [latex]-3R_3 + R_1 \\rightarrow R_1[\/latex] means multiply row [latex]3[\/latex] by [latex]-3[\/latex] and add to row [latex]1[\/latex]<\/li>\r\n<\/ul>\r\n<p class=\"whitespace-pre-wrap break-words\">These operations can be combined and will be used throughout our work with matrices to solve systems of equations.<\/p>\r\n\r\n<section class=\"textbox example\" aria-label=\"Example\">Use the indicated row operations on the augmented matrix:[latex]\\left[\\begin{array}{ccc|c}\\hfill 6&amp; \\hfill -5&amp; \\hfill 2&amp; \\hfill 3\\\\ \\hfill 1&amp; \\hfill 1&amp; \\hfill -4&amp; \\hfill 5\\\\ \\hfill 3&amp; \\hfill -3&amp; \\hfill 1&amp; \\hfill -1\\\\ \\end{array}\\right][\/latex]\r\n<ol>\r\n \t<li>Interchange rows [latex]2[\/latex] and [latex]3[\/latex].\r\n[reveal-answer q=\"309285\"]Show Answer[\/reveal-answer]\r\n[hidden-answer a=\"309285\"]\r\n\r\n[caption id=\"attachment_2468\" align=\"aligncenter\" width=\"768\"]<img class=\"wp-image-2468 size-full\" src=\"https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/42\/2024\/07\/29235126\/Screenshot-2024-07-29-at-4.51.23%E2%80%AFPM.png\" alt=\"\" width=\"768\" height=\"140\" \/> Interchanging rows 2 and 3[\/caption]\r\n\r\n[\/hidden-answer]<\/li>\r\n \t<li>Multiply row [latex]2[\/latex] by [latex]5[\/latex].\r\n[reveal-answer q=\"623293\"]Show Answer[\/reveal-answer]\r\n[hidden-answer a=\"623293\"]\r\n\r\n[caption id=\"attachment_2469\" align=\"aligncenter\" width=\"664\"]<img class=\"wp-image-2469 size-full\" src=\"https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/42\/2024\/07\/29235155\/Screenshot-2024-07-29-at-4.51.52%E2%80%AFPM.png\" alt=\"\" width=\"664\" height=\"140\" \/> Multiplying row 2 by 5[\/caption]\r\n\r\n[\/hidden-answer]<\/li>\r\n \t<li>Multiply row [latex]3[\/latex] by [latex]\u22122[\/latex] and add to <span style=\"font-family: 'Public Sans', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen-Sans, Ubuntu, Cantarell, 'Helvetica Neue', sans-serif;\"><span style=\"font-family: 'Public Sans', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen-Sans, Ubuntu, Cantarell, 'Helvetica Neue', sans-serif;\">row [latex]1[\/latex].\r\n[reveal-answer q=\"290247\"]Show Answer[\/reveal-answer]\r\n[hidden-answer a=\"290247\"]<\/span><\/span>\r\n\r\n[caption id=\"attachment_2470\" align=\"aligncenter\" width=\"1244\"]<img class=\"wp-image-2470 size-full\" src=\"https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/42\/2024\/07\/29235240\/Screenshot-2024-07-29-at-4.52.35%E2%80%AFPM.png\" alt=\"\" width=\"1244\" height=\"258\" \/> Finalizing row operations to isolate a variable[\/caption]\r\n\r\n<span style=\"font-family: 'Public Sans', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen-Sans, Ubuntu, Cantarell, 'Helvetica Neue', sans-serif;\">[\/hidden-answer]<\/span><\/li>\r\n<\/ol>\r\n<\/section><section class=\"textbox tryIt\" aria-label=\"Try It\">[ohm2_question hide_question_numbers=1]24847[\/ohm2_question]<\/section><section class=\"textbox tryIt\" aria-label=\"Try It\">[ohm2_question hide_question_numbers=1]24848[\/ohm2_question]<\/section>","rendered":"<h2>Row Operations<\/h2>\n<p>Now that we can write systems of equations in augmented matrix form, we will examine the various\u00a0<strong>row operations<\/strong> that can be performed on a matrix, such as addition, multiplication by a constant, and interchanging rows. Performing row operations on a matrix is the method we use for solving a system of equations.<\/p>\n<p>When solving systems of equations using matrices, our goal is to transform the matrix into a simpler form while maintaining the same solution. Row operations help us do this systematically. Think of it like simplifying an equation &#8211; we can perform certain operations that don&#8217;t change the solution but make it easier to solve.<\/p>\n<p>In a matrix, the following operations can be performed on any row and the resulting matrix will be equivalent to the original matrix.<\/p>\n<ol>\n<li>Interchange any two rows.<\/li>\n<li>Multiply a row by any real number except [latex]0[\/latex].<\/li>\n<li>Add a nonzero multiple of one row to another row.<\/li>\n<\/ol>\n<p>These actions are called row operations and will help us use the matrix to solve a system of equations.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">When we perform row operations, we use special notation to show what we&#8217;re doing. Here are the common notations you&#8217;ll see:<\/p>\n<p class=\"whitespace-pre-wrap break-words\">For swapping rows:<\/p>\n<ul class=\"-mt-1 [li&gt;&amp;]:mt-2 [li&gt;mark&gt;&amp;]:mt-2 list-disc space-y-2 pl-8\">\n<li class=\"whitespace-normal break-words\">[latex]R_i \\leftrightarrow R_j[\/latex] means we swap row [latex]i[\/latex] and row [latex]j[\/latex]<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\">For multiplying a row by a constant:<\/p>\n<ul class=\"-mt-1 [li&gt;&amp;]:mt-2 [li&gt;mark&gt;&amp;]:mt-2 list-disc space-y-2 pl-8\">\n<li class=\"whitespace-normal break-words\">[latex]cR_i[\/latex] or [latex]R_i \\rightarrow cR_i[\/latex] means we multiply row [latex]i[\/latex] by the constant [latex]c[\/latex]<\/li>\n<li class=\"whitespace-normal break-words\">Example: [latex]5R_2 \\rightarrow R_2[\/latex] means multiply row [latex]2[\/latex] by [latex]5[\/latex]<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\">For adding multiples of rows:<\/p>\n<ul class=\"-mt-1 [li&gt;&amp;]:mt-2 [li&gt;mark&gt;&amp;]:mt-2 list-disc space-y-2 pl-8\">\n<li class=\"whitespace-normal break-words\">[latex]cR_i + R_j \\rightarrow R_j[\/latex] means we multiply row [latex]i[\/latex] by [latex]c[\/latex] and add it to row [latex]j[\/latex]<\/li>\n<li class=\"whitespace-normal break-words\">[latex]R_j \\rightarrow R_j + cR_i[\/latex] is another common way to write this<\/li>\n<li class=\"whitespace-normal break-words\">Example: [latex]-3R_3 + R_1 \\rightarrow R_1[\/latex] means multiply row [latex]3[\/latex] by [latex]-3[\/latex] and add to row [latex]1[\/latex]<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\">These operations can be combined and will be used throughout our work with matrices to solve systems of equations.<\/p>\n<section class=\"textbox example\" aria-label=\"Example\">Use the indicated row operations on the augmented matrix:[latex]\\left[\\begin{array}{ccc|c}\\hfill 6& \\hfill -5& \\hfill 2& \\hfill 3\\\\ \\hfill 1& \\hfill 1& \\hfill -4& \\hfill 5\\\\ \\hfill 3& \\hfill -3& \\hfill 1& \\hfill -1\\\\ \\end{array}\\right][\/latex]<\/p>\n<ol>\n<li>Interchange rows [latex]2[\/latex] and [latex]3[\/latex].\n<div class=\"qa-wrapper\" style=\"display: block\"><button class=\"show-answer show-answer-button collapsed\" data-target=\"q309285\">Show Answer<\/button><\/p>\n<div id=\"q309285\" class=\"hidden-answer\" style=\"display: none\">\n<figure id=\"attachment_2468\" aria-describedby=\"caption-attachment-2468\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-2468 size-full\" src=\"https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/42\/2024\/07\/29235126\/Screenshot-2024-07-29-at-4.51.23%E2%80%AFPM.png\" alt=\"\" width=\"768\" height=\"140\" srcset=\"https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/42\/2024\/07\/29235126\/Screenshot-2024-07-29-at-4.51.23%E2%80%AFPM.png 768w, https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/42\/2024\/07\/29235126\/Screenshot-2024-07-29-at-4.51.23%E2%80%AFPM-300x55.png 300w, https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/42\/2024\/07\/29235126\/Screenshot-2024-07-29-at-4.51.23%E2%80%AFPM-65x12.png 65w, https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/42\/2024\/07\/29235126\/Screenshot-2024-07-29-at-4.51.23%E2%80%AFPM-225x41.png 225w, https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/42\/2024\/07\/29235126\/Screenshot-2024-07-29-at-4.51.23%E2%80%AFPM-350x64.png 350w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-2468\" class=\"wp-caption-text\">Interchanging rows 2 and 3<\/figcaption><\/figure>\n<\/div>\n<\/div>\n<\/li>\n<li>Multiply row [latex]2[\/latex] by [latex]5[\/latex].\n<div class=\"qa-wrapper\" style=\"display: block\"><button class=\"show-answer show-answer-button collapsed\" data-target=\"q623293\">Show Answer<\/button><\/p>\n<div id=\"q623293\" class=\"hidden-answer\" style=\"display: none\">\n<figure id=\"attachment_2469\" aria-describedby=\"caption-attachment-2469\" style=\"width: 664px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-2469 size-full\" src=\"https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/42\/2024\/07\/29235155\/Screenshot-2024-07-29-at-4.51.52%E2%80%AFPM.png\" alt=\"\" width=\"664\" height=\"140\" srcset=\"https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/42\/2024\/07\/29235155\/Screenshot-2024-07-29-at-4.51.52%E2%80%AFPM.png 664w, https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/42\/2024\/07\/29235155\/Screenshot-2024-07-29-at-4.51.52%E2%80%AFPM-300x63.png 300w, https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/42\/2024\/07\/29235155\/Screenshot-2024-07-29-at-4.51.52%E2%80%AFPM-65x14.png 65w, https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/42\/2024\/07\/29235155\/Screenshot-2024-07-29-at-4.51.52%E2%80%AFPM-225x47.png 225w, https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/42\/2024\/07\/29235155\/Screenshot-2024-07-29-at-4.51.52%E2%80%AFPM-350x74.png 350w\" sizes=\"(max-width: 664px) 100vw, 664px\" \/><figcaption id=\"caption-attachment-2469\" class=\"wp-caption-text\">Multiplying row 2 by 5<\/figcaption><\/figure>\n<\/div>\n<\/div>\n<\/li>\n<li>Multiply row [latex]3[\/latex] by [latex]\u22122[\/latex] and add to <span style=\"font-family: 'Public Sans', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen-Sans, Ubuntu, Cantarell, 'Helvetica Neue', sans-serif;\"><span style=\"font-family: 'Public Sans', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen-Sans, Ubuntu, Cantarell, 'Helvetica Neue', sans-serif;\">row [latex]1[\/latex].\n<div class=\"qa-wrapper\" style=\"display: block\"><button class=\"show-answer show-answer-button collapsed\" data-target=\"q290247\">Show Answer<\/button><\/p>\n<div id=\"q290247\" class=\"hidden-answer\" style=\"display: none\"><\/span><\/span><\/p>\n<figure id=\"attachment_2470\" aria-describedby=\"caption-attachment-2470\" style=\"width: 1244px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-2470 size-full\" src=\"https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/42\/2024\/07\/29235240\/Screenshot-2024-07-29-at-4.52.35%E2%80%AFPM.png\" alt=\"\" width=\"1244\" height=\"258\" srcset=\"https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/42\/2024\/07\/29235240\/Screenshot-2024-07-29-at-4.52.35%E2%80%AFPM.png 1244w, https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/42\/2024\/07\/29235240\/Screenshot-2024-07-29-at-4.52.35%E2%80%AFPM-300x62.png 300w, https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/42\/2024\/07\/29235240\/Screenshot-2024-07-29-at-4.52.35%E2%80%AFPM-1024x212.png 1024w, https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/42\/2024\/07\/29235240\/Screenshot-2024-07-29-at-4.52.35%E2%80%AFPM-768x159.png 768w, https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/42\/2024\/07\/29235240\/Screenshot-2024-07-29-at-4.52.35%E2%80%AFPM-65x13.png 65w, https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/42\/2024\/07\/29235240\/Screenshot-2024-07-29-at-4.52.35%E2%80%AFPM-225x47.png 225w, https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/42\/2024\/07\/29235240\/Screenshot-2024-07-29-at-4.52.35%E2%80%AFPM-350x73.png 350w\" sizes=\"(max-width: 1244px) 100vw, 1244px\" \/><figcaption id=\"caption-attachment-2470\" class=\"wp-caption-text\">Finalizing row operations to isolate a variable<\/figcaption><\/figure>\n<p><span style=\"font-family: 'Public Sans', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen-Sans, Ubuntu, Cantarell, 'Helvetica Neue', sans-serif;\"><\/div>\n<\/div>\n<p><\/span><\/li>\n<\/ol>\n<\/section>\n<section class=\"textbox tryIt\" aria-label=\"Try It\"><iframe loading=\"lazy\" id=\"ohm24847\" class=\"resizable\" src=\"https:\/\/ohm.one.lumenlearning.com\/multiembedq.php?id=24847&theme=lumen&iframe_resize_id=ohm24847&source=tnh\" width=\"100%\" height=\"150\"><\/iframe><\/section>\n<section class=\"textbox tryIt\" aria-label=\"Try It\"><iframe loading=\"lazy\" id=\"ohm24848\" class=\"resizable\" src=\"https:\/\/ohm.one.lumenlearning.com\/multiembedq.php?id=24848&theme=lumen&iframe_resize_id=ohm24848&source=tnh\" width=\"100%\" height=\"150\"><\/iframe><\/section>\n","protected":false},"author":12,"menu_order":11,"template":"","meta":{"_candela_citation":"[]","pb_show_title":"on","pb_short_title":"","pb_subtitle":"","pb_authors":[],"pb_section_license":""},"chapter-type":[],"contributor":[],"license":[],"part":327,"module-header":"learn_it","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\/collegealgebra\/wp-json\/pressbooks\/v2\/chapters\/2467"}],"collection":[{"href":"https:\/\/content.one.lumenlearning.com\/collegealgebra\/wp-json\/pressbooks\/v2\/chapters"}],"about":[{"href":"https:\/\/content.one.lumenlearning.com\/collegealgebra\/wp-json\/wp\/v2\/types\/chapter"}],"author":[{"embeddable":true,"href":"https:\/\/content.one.lumenlearning.com\/collegealgebra\/wp-json\/wp\/v2\/users\/12"}],"version-history":[{"count":8,"href":"https:\/\/content.one.lumenlearning.com\/collegealgebra\/wp-json\/pressbooks\/v2\/chapters\/2467\/revisions"}],"predecessor-version":[{"id":7873,"href":"https:\/\/content.one.lumenlearning.com\/collegealgebra\/wp-json\/pressbooks\/v2\/chapters\/2467\/revisions\/7873"}],"part":[{"href":"https:\/\/content.one.lumenlearning.com\/collegealgebra\/wp-json\/pressbooks\/v2\/parts\/327"}],"metadata":[{"href":"https:\/\/content.one.lumenlearning.com\/collegealgebra\/wp-json\/pressbooks\/v2\/chapters\/2467\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/content.one.lumenlearning.com\/collegealgebra\/wp-json\/wp\/v2\/media?parent=2467"}],"wp:term":[{"taxonomy":"chapter-type","embeddable":true,"href":"https:\/\/content.one.lumenlearning.com\/collegealgebra\/wp-json\/pressbooks\/v2\/chapter-type?post=2467"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/content.one.lumenlearning.com\/collegealgebra\/wp-json\/wp\/v2\/contributor?post=2467"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/content.one.lumenlearning.com\/collegealgebra\/wp-json\/wp\/v2\/license?post=2467"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}