{"id":1398,"date":"2023-04-06T14:49:12","date_gmt":"2023-04-06T14:49:12","guid":{"rendered":"https:\/\/content.one.lumenlearning.com\/quantitativereasoning\/?post_type=chapter&#038;p=1398"},"modified":"2025-05-22T18:48:38","modified_gmt":"2025-05-22T18:48:38","slug":"fractal-basics-learn-it-2","status":"web-only","type":"chapter","link":"https:\/\/content.one.lumenlearning.com\/quantitativereasoning\/chapter\/fractal-basics-learn-it-2\/","title":{"raw":"Fractal Basics: Learn It 2","rendered":"Fractal Basics: Learn It 2"},"content":{"raw":"<h2>Constructing a Fractal<\/h2>\r\n<p>We can construct other fractals using a similar approach of recursion. To formalize this a bit, we\u2019re going to introduce the idea of <strong>initiators <\/strong>and <strong>generators<\/strong>.<\/p>\r\n<section class=\"textbox keyTakeaway\">\r\n<div>\r\n<h3>initiators and generators<\/h3>\r\n<p>An <strong>initiator<\/strong> is a starting shape.<\/p>\r\n<p>&nbsp;<\/p>\r\n<p>A <strong>generator<\/strong> is an arranged collection of scaled copies of the initiator.<\/p>\r\n<\/div>\r\n<\/section>\r\n<p>To generate fractals from initiators and generators, we follow a simple rule, the fractal generation rule.<\/p>\r\n<section class=\"textbox keyTakeaway\">\r\n<div>\r\n<h3>fractal generation rule<\/h3>\r\n<p>At each step, replace every copy of the initiator with a scaled copy of the generator, rotating as necessary.<\/p>\r\n<\/div>\r\n<\/section>\r\n<p>This process is easiest to understand through an example.<\/p>\r\n<section class=\"textbox example\">Use the initiator and generator shown to create the iterated fractal.<center><img class=\"aligncenter wp-image-1705 \" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/1141\/2017\/02\/22231540\/initiatorgenerator.png\" alt=\"A straight, horizontal line labeled initiator. And a horizontal line that forms a peak in the middle labeled generator.\" width=\"293\" height=\"80\" \/><\/center>\r\n<p>&nbsp;<\/p>\r\n\r\nThis tells us to, at each step, replace each line segment with the spiked shape shown in the generator. Notice that the generator itself is made up of [latex]4[\/latex] copies of the initiator. In step [latex]1[\/latex], the single line segment in the initiator is replaced with the generator. For step [latex]2[\/latex], each of the four line segments of step [latex]1[\/latex] is replaced with a scaled copy of the generator:<br \/>\r\n<center><img class=\"aligncenter wp-image-1706 \" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/1141\/2017\/02\/22232232\/1.png\" alt=\"Step 1, the generator. Next, a scaled copy of generator (smaller copy). Next, a scaled copy replaces each line segment of Step 1. In step 2, the fractal.\" width=\"500\" height=\"110\" \/><\/center>\r\n<p>&nbsp;<\/p>\r\n\r\nThis process is repeated to form Step [latex]3[\/latex]. Again, each line segment is replaced with a scaled copy of the generator.<br \/>\r\n<center><img class=\"aligncenter size-full wp-image-1707\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/1141\/2017\/02\/22233010\/Screen-Shot-2017-02-22-at-3.29.42-PM.png\" alt=\"Step 2, the fractal. Next, a scaled copy of generator. Step 3, a more complicated fractal.\" width=\"521\" height=\"124\" \/><\/center>\r\n<p>&nbsp;<\/p>\r\n\r\nNotice that since Step [latex]0[\/latex] only had [latex]1[\/latex] line segment, Step [latex]1[\/latex] only required one copy of Step [latex]0[\/latex]. Since Step [latex]1[\/latex] had [latex]4[\/latex] line segments, Step [latex]2[\/latex] required [latex]4[\/latex] copies of the generator. Step [latex]2[\/latex] then had [latex]16[\/latex] line segments, so Step [latex]3[\/latex] required [latex]16[\/latex] copies of the generator. Step [latex]4[\/latex], then, would require [latex]16\\cdot4=64[\/latex] copies of the generator. <br \/>\r\n<br \/>\r\nThe shape resulting from iterating this process is called the Koch curve, named for Helge von Koch who first explored it in 1904.<img class=\" wp-image-1708 aligncenter\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/1141\/2017\/02\/22233242\/kochcurve.png\" alt=\"A Koch curve fractal using a horizontal peaked line.\" width=\"201\" height=\"112\" \/><\/section>\r\n<section class=\"textbox example\">Use the initiator and generator shown to produce the next two stages.<center><img class=\"size-full wp-image-1740 aligncenter\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/1141\/2017\/02\/23231215\/Screen-Shot-2017-02-23-at-3.05.42-PM.png\" alt=\"Initiator is a pentagon. Generator is five pentagons arranged to form a larger pentagon.\" width=\"306\" height=\"144\" \/><\/center>[reveal-answer q=\"703380\"]Show Solution[\/reveal-answer]<br \/>\r\n[hidden-answer a=\"703380\"]<center><img class=\"alignnone size-full wp-image-12880\" src=\"https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/18\/2023\/04\/12175623\/large-fractal-basics.png\" alt=\"Step 2 and Step 3 of the previous fractal, each successively more complex\" width=\"338\" height=\"176\" \/><\/center>[\/hidden-answer]<\/section>\r\n<p>Using iteration processes like those above can create a variety of beautiful images evocative of nature. More natural shapes can be created by adding randomness to the steps.<\/p>\r\n<section class=\"textbox example\">Create a variation on the Sierpinski gasket by randomly skewing the corner points each time an iteration is made. Suppose we start with the triangle below. We begin, as before, by removing the middle triangle. We then add in some randomness.<center><img class=\"aligncenter size-full wp-image-1715\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/1141\/2017\/02\/23002708\/random1.png\" alt=\"Step 0, an obtuse triangle. Step 1, that triangle divided into four triangles. Step 1 with randomness, The triangle divided into four triangles, but the big triangle is now irregular and no longer a true triangle.\" width=\"439\" height=\"105\" \/><\/center>\r\n<p>&nbsp;<\/p>\r\n\r\nWe then repeat this process.<center><img class=\"aligncenter size-full wp-image-1716\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/1141\/2017\/02\/23003207\/random2.png\" alt=\"Step 1 with randomness from the last image. Next is Step 2 without randomness. Next is Step 2 with randomness.\" width=\"439\" height=\"105\" \/><\/center>\r\n<p>&nbsp;<\/p>\r\n\r\nContinuing this process can create mountain-like structures. This landscape[footnote]http:\/\/en.wikipedia.org\/wiki\/File:FractalLandscape.jpg[\/footnote]\u00a0was created using fractals, then colored and textured.<center><img class=\"aligncenter size-full wp-image-1717\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/1141\/2017\/02\/23004553\/FractalLandscape-1.jpg\" alt=\"A digitally created landscape\" width=\"640\" height=\"427\" \/><\/center><\/section>\r\n<section class=\"textbox youChoose\">[videopicker divId=\"tnh-video-picker\" title=\"Fractals\" label=\"Select Video\"]<br \/>\r\n[videooption displayName=\"What Is A Fractal (and what are they good for)?\" value=\"https:\/\/youtu.be\/WFtTdf3I6Ug\"][videooption displayName=\"Fractals are typically not self-similar\" value=\"https:\/\/youtu.be\/gB9n2gHsHN4\"] [videooption displayName=\"How fractals can help you understand the universe - BBC Ideas\" value=\"https:\/\/youtu.be\/w_MNQBWQ5DI\"]<br \/>\r\n[\/videopicker]\r\n\r\n<p>&nbsp;<\/p>\r\n<p>You can view the <a href=\"https:\/\/course-building.s3.us-west-2.amazonaws.com\/Quantitative+Reasoning+-+2023+Build\/Transcriptions\/What+Is+A+Fractal+(and+what+are+they+good+for)_.txt\" target=\"_blank\" rel=\"noopener\">transcript for \u201cWhat Is A Fractal (and what are they good for)?\u201d here (opens in new window).<\/a><\/p>\r\n<p>You can view the <a href=\"https:\/\/course-building.s3.us-west-2.amazonaws.com\/Quantitative+Reasoning+-+2023+Build\/Transcriptions\/Fractals+are+typically+not+self-similar.txt\" target=\"_blank\" rel=\"noopener\">transcript for \u201cFractals are typically not self-similar\u201d here (opens in new window).<\/a><\/p>\r\n<p>You can view the <a href=\"https:\/\/course-building.s3.us-west-2.amazonaws.com\/Quantitative+Reasoning+-+2023+Build\/Transcriptions\/How+fractals+can+help+you+understand+the+universe+_+BBC+Ideas.txt\" target=\"_blank\" rel=\"noopener\">transcript for \u201cHow fractals can help you understand the universe | BBC Ideas\u201d here (opens in new window).<\/a><\/p>\r\n<\/section>\r\n<p>&nbsp;<\/p>","rendered":"<h2>Constructing a Fractal<\/h2>\n<p>We can construct other fractals using a similar approach of recursion. To formalize this a bit, we\u2019re going to introduce the idea of <strong>initiators <\/strong>and <strong>generators<\/strong>.<\/p>\n<section class=\"textbox keyTakeaway\">\n<div>\n<h3>initiators and generators<\/h3>\n<p>An <strong>initiator<\/strong> is a starting shape.<\/p>\n<p>&nbsp;<\/p>\n<p>A <strong>generator<\/strong> is an arranged collection of scaled copies of the initiator.<\/p>\n<\/div>\n<\/section>\n<p>To generate fractals from initiators and generators, we follow a simple rule, the fractal generation rule.<\/p>\n<section class=\"textbox keyTakeaway\">\n<div>\n<h3>fractal generation rule<\/h3>\n<p>At each step, replace every copy of the initiator with a scaled copy of the generator, rotating as necessary.<\/p>\n<\/div>\n<\/section>\n<p>This process is easiest to understand through an example.<\/p>\n<section class=\"textbox example\">Use the initiator and generator shown to create the iterated fractal.<\/p>\n<div style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1705\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/1141\/2017\/02\/22231540\/initiatorgenerator.png\" alt=\"A straight, horizontal line labeled initiator. And a horizontal line that forms a peak in the middle labeled generator.\" width=\"293\" height=\"80\" \/><\/div>\n<p>&nbsp;<\/p>\n<p>This tells us to, at each step, replace each line segment with the spiked shape shown in the generator. Notice that the generator itself is made up of [latex]4[\/latex] copies of the initiator. In step [latex]1[\/latex], the single line segment in the initiator is replaced with the generator. For step [latex]2[\/latex], each of the four line segments of step [latex]1[\/latex] is replaced with a scaled copy of the generator:<\/p>\n<div style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1706\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/1141\/2017\/02\/22232232\/1.png\" alt=\"Step 1, the generator. Next, a scaled copy of generator (smaller copy). Next, a scaled copy replaces each line segment of Step 1. In step 2, the fractal.\" width=\"500\" height=\"110\" \/><\/div>\n<p>&nbsp;<\/p>\n<p>This process is repeated to form Step [latex]3[\/latex]. Again, each line segment is replaced with a scaled copy of the generator.<\/p>\n<div style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1707\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/1141\/2017\/02\/22233010\/Screen-Shot-2017-02-22-at-3.29.42-PM.png\" alt=\"Step 2, the fractal. Next, a scaled copy of generator. Step 3, a more complicated fractal.\" width=\"521\" height=\"124\" \/><\/div>\n<p>&nbsp;<\/p>\n<p>Notice that since Step [latex]0[\/latex] only had [latex]1[\/latex] line segment, Step [latex]1[\/latex] only required one copy of Step [latex]0[\/latex]. Since Step [latex]1[\/latex] had [latex]4[\/latex] line segments, Step [latex]2[\/latex] required [latex]4[\/latex] copies of the generator. Step [latex]2[\/latex] then had [latex]16[\/latex] line segments, so Step [latex]3[\/latex] required [latex]16[\/latex] copies of the generator. Step [latex]4[\/latex], then, would require [latex]16\\cdot4=64[\/latex] copies of the generator. <\/p>\n<p>The shape resulting from iterating this process is called the Koch curve, named for Helge von Koch who first explored it in 1904.<img loading=\"lazy\" decoding=\"async\" class=\"wp-image-1708 aligncenter\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/1141\/2017\/02\/22233242\/kochcurve.png\" alt=\"A Koch curve fractal using a horizontal peaked line.\" width=\"201\" height=\"112\" \/><\/section>\n<section class=\"textbox example\">Use the initiator and generator shown to produce the next two stages.<\/p>\n<div style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-1740 aligncenter\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/1141\/2017\/02\/23231215\/Screen-Shot-2017-02-23-at-3.05.42-PM.png\" alt=\"Initiator is a pentagon. Generator is five pentagons arranged to form a larger pentagon.\" width=\"306\" height=\"144\" \/><\/div>\n<div class=\"qa-wrapper\" style=\"display: block\"><button class=\"show-answer show-answer-button collapsed\" data-target=\"q703380\">Show Solution<\/button><\/p>\n<div id=\"q703380\" class=\"hidden-answer\" style=\"display: none\">\n<div style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-12880\" src=\"https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/18\/2023\/04\/12175623\/large-fractal-basics.png\" alt=\"Step 2 and Step 3 of the previous fractal, each successively more complex\" width=\"338\" height=\"176\" srcset=\"https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/18\/2023\/04\/12175623\/large-fractal-basics.png 338w, https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/18\/2023\/04\/12175623\/large-fractal-basics-300x156.png 300w, https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/18\/2023\/04\/12175623\/large-fractal-basics-65x34.png 65w, https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/18\/2023\/04\/12175623\/large-fractal-basics-225x117.png 225w\" sizes=\"(max-width: 338px) 100vw, 338px\" \/><\/div>\n<\/div>\n<\/div>\n<\/section>\n<p>Using iteration processes like those above can create a variety of beautiful images evocative of nature. More natural shapes can be created by adding randomness to the steps.<\/p>\n<section class=\"textbox example\">Create a variation on the Sierpinski gasket by randomly skewing the corner points each time an iteration is made. Suppose we start with the triangle below. We begin, as before, by removing the middle triangle. We then add in some randomness.<\/p>\n<div style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1715\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/1141\/2017\/02\/23002708\/random1.png\" alt=\"Step 0, an obtuse triangle. Step 1, that triangle divided into four triangles. Step 1 with randomness, The triangle divided into four triangles, but the big triangle is now irregular and no longer a true triangle.\" width=\"439\" height=\"105\" \/><\/div>\n<p>&nbsp;<\/p>\n<p>We then repeat this process.<\/p>\n<div style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1716\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/1141\/2017\/02\/23003207\/random2.png\" alt=\"Step 1 with randomness from the last image. Next is Step 2 without randomness. Next is Step 2 with randomness.\" width=\"439\" height=\"105\" \/><\/div>\n<p>&nbsp;<\/p>\n<p>Continuing this process can create mountain-like structures. This landscape<a class=\"footnote\" title=\"http:\/\/en.wikipedia.org\/wiki\/File:FractalLandscape.jpg\" id=\"return-footnote-1398-1\" href=\"#footnote-1398-1\" aria-label=\"Footnote 1\"><sup class=\"footnote\">[1]<\/sup><\/a>\u00a0was created using fractals, then colored and textured.<\/p>\n<div style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1717\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/1141\/2017\/02\/23004553\/FractalLandscape-1.jpg\" alt=\"A digitally created landscape\" width=\"640\" height=\"427\" \/><\/div>\n<\/section>\n<section class=\"textbox youChoose\">\n<div id=\"tnh-video-picker\" class=\"videoPicker\">\n<h3>Fractals<\/h3>\n<form><label>Select Video:<\/label><select name=\"video\"><option value=\"https:\/\/www.youtube.com\/embed\/WFtTdf3I6Ug\">What Is A Fractal (and what are they good for)?<\/option><option value=\"https:\/\/www.youtube.com\/embed\/gB9n2gHsHN4\">Fractals are typically not self-similar<\/option><option value=\"https:\/\/www.youtube.com\/embed\/w_MNQBWQ5DI\">How fractals can help you understand the universe &#8211; BBC Ideas<\/option><\/select><\/form>\n<div class=\"videoContainer\"><iframe src=\"https:\/\/www.youtube.com\/embed\/WFtTdf3I6Ug\" allowfullscreen><\/iframe><\/div>\n<p>&nbsp;<\/p>\n<p>You can view the <a href=\"https:\/\/course-building.s3.us-west-2.amazonaws.com\/Quantitative+Reasoning+-+2023+Build\/Transcriptions\/What+Is+A+Fractal+(and+what+are+they+good+for)_.txt\" target=\"_blank\" rel=\"noopener\">transcript for \u201cWhat Is A Fractal (and what are they good for)?\u201d here (opens in new window).<\/a><\/p>\n<p>You can view the <a href=\"https:\/\/course-building.s3.us-west-2.amazonaws.com\/Quantitative+Reasoning+-+2023+Build\/Transcriptions\/Fractals+are+typically+not+self-similar.txt\" target=\"_blank\" rel=\"noopener\">transcript for \u201cFractals are typically not self-similar\u201d here (opens in new window).<\/a><\/p>\n<p>You can view the <a href=\"https:\/\/course-building.s3.us-west-2.amazonaws.com\/Quantitative+Reasoning+-+2023+Build\/Transcriptions\/How+fractals+can+help+you+understand+the+universe+_+BBC+Ideas.txt\" target=\"_blank\" rel=\"noopener\">transcript for \u201cHow fractals can help you understand the universe | BBC Ideas\u201d here (opens in new window).<\/a><\/p>\n<\/section>\n<p>&nbsp;<\/p>\n<hr class=\"before-footnotes clear\" \/><div class=\"footnotes\"><ol><li id=\"footnote-1398-1\">http:\/\/en.wikipedia.org\/wiki\/File:FractalLandscape.jpg <a href=\"#return-footnote-1398-1\" class=\"return-footnote\" aria-label=\"Return to footnote 1\">&crarr;<\/a><\/li><\/ol><\/div>","protected":false},"author":15,"menu_order":5,"template":"","meta":{"_candela_citation":"[{\"type\":\"copyrighted_video\",\"description\":\"What Is A Fractal (and what are they good for)?\",\"author\":\"MITK12Videos\",\"organization\":\"\",\"url\":\"https:\/\/youtu.be\/WFtTdf3I6Ug\",\"project\":\"\",\"license\":\"arr\",\"license_terms\":\"\"},{\"type\":\"copyrighted_video\",\"description\":\"Fractals are typically not self-similar\",\"author\":\"3Blue1Brown\",\"organization\":\"\",\"url\":\"https:\/\/youtu.be\/gB9n2gHsHN4\",\"project\":\"\",\"license\":\"arr\",\"license_terms\":\"\"},{\"type\":\"copyrighted_video\",\"description\":\"How fractals can help you understand the universe | BBC Ideas\",\"author\":\"BBC Ideas\",\"organization\":\"\",\"url\":\"https:\/\/youtu.be\/w_MNQBWQ5DI\",\"project\":\"\",\"license\":\"arr\",\"license_terms\":\"\"}]","pb_show_title":"on","pb_short_title":"","pb_subtitle":"","pb_authors":[],"pb_section_license":""},"chapter-type":[],"contributor":[],"license":[],"part":74,"module-header":"learn_it","content_attributions":[{"type":"copyrighted_video","description":"What Is A Fractal (and what are they good for)?","author":"MITK12Videos","organization":"","url":"https:\/\/youtu.be\/WFtTdf3I6Ug","project":"","license":"arr","license_terms":""},{"type":"copyrighted_video","description":"Fractals are typically not self-similar","author":"3Blue1Brown","organization":"","url":"https:\/\/youtu.be\/gB9n2gHsHN4","project":"","license":"arr","license_terms":""},{"type":"copyrighted_video","description":"How fractals can help you understand the universe | BBC Ideas","author":"BBC Ideas","organization":"","url":"https:\/\/youtu.be\/w_MNQBWQ5DI","project":"","license":"arr","license_terms":""}],"internal_book_links":[],"video_content":[{"divId":"tnh-video-picker","title":"Fractals","label":"Select Video","video_collection":[{"displayName":"What Is A Fractal (and what are they good for)?","value":"https:\/\/www.youtube.com\/embed\/WFtTdf3I6Ug"},{"displayName":"Fractals are typically not self-similar","value":"https:\/\/www.youtube.com\/embed\/gB9n2gHsHN4"},{"displayName":"How fractals can help you understand the universe - 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