{"id":298,"date":"2008-12-11T04:20:35","date_gmt":"2008-12-11T04:20:35","guid":{"rendered":"https:\/\/amperzen.com\/blog\/?p=298"},"modified":"2008-12-11T04:25:01","modified_gmt":"2008-12-11T04:25:01","slug":"what-a-difference-every-choicedecision-point-makes","status":"publish","type":"post","link":"https:\/\/amperzen.com\/blog\/what-a-difference-every-choicedecision-point-makes\/","title":{"rendered":"What a difference every choice\/decision point makes"},"content":{"rendered":"<p><a href=\"http:\/\/www.amazon.com\/o\/ASIN\/B0019VSTR0\/ampedesistud-20\/\" target=\"_blank\"><img loading=\"lazy\" decoding=\"async\" title=\"Mona Lisa Poster\" src=\"http:\/\/ecx.images-amazon.com\/images\/I\/41Z4SBTjbXL._SL500_AA280_.jpg\" alt=\"Mona Lisa Poster\" hspace=\"6\" width=\"240\" height=\"240\" align=\"right\" \/><\/a>I was pointed to a <a href=\"http:\/\/rogeralsing.com\/2008\/12\/07\/genetic-programming-evolution-of-mona-lisa\/\" target=\"_blank\">website<\/a> with an example of genetic programming where the result was a pretty darn good approximation of the Mona Lisa.<\/p>\n<p>Roger Alsing had done the programming to just have some fun, try out some code &#8212; and I presume stretch a bit in a different direction than he usually got to try.  He also put up an <a href=\"http:\/\/rogeralsing.com\/2008\/12\/09\/genetic-programming-mona-lisa-faq\/\" target=\"_blank\">FAQ<\/a> about the project.  The FAQ says that he&#8217;s cleaning up the code he hacked together and &#8220;may&#8221; make it available if he manages to get it like he wants it.   The FAQ also give his reasons for believing that it&#8217;s actually genetic programming &#8212; I happen to agree with him on this.\u00a0 I&#8217;d never really seen this applied to art before at least not that I remember so if I did, it probably wasn&#8217;t this impressive.<\/p>\n<p><a href=\"http:\/\/rogeralsing.com\/2008\/12\/07\/genetic-programming-evolution-of-mona-lisa\/\" target=\"_blank\"><img loading=\"lazy\" decoding=\"async\" title=\"Genetic programming approximation of Mona Lisa\" src=\"http:\/\/www.amperzen.com\/blog\/images\/2008\/Mona_Lisa_GP.jpg\" alt=\"Genetic programming approximation of Mona Lisa\" hspace=\"6\" width=\"200\" height=\"200\" align=\"left\"><\/a>I&#8217;m actually just intrigued with the approximation he got the original.  His website has the series of photos that show how the program steadily got a better and better looking approximation of the painting.  Here&#8217;s the last of the images.<\/p>\n<p>I find it amazing that a simple program could just tool along for three hours and get so close to the original.  It really makes you think about how decisions made at points based on just what&#8217;s around you can make a world of difference to what happens overall.<\/p>\n<p>I&#8217;m just saying that, whether it&#8217;s DNA, programming, or people making choices based on the information they have available, we make patterns.  As each individual choice effects those around them until your have picture or a pattern or an effect.<\/p>\n<p>It&#8217;s amazing the power that we have to create our own world view, actions, and environment.<\/p>\n<p>Really, visit his website and read about the process and the result &#8212; it&#8217;s truly fascinating.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" title=\"Hyperion Avatar\" src=\"http:\/\/www.amperzen.com\/blog\/images\/hyperion.jpg\" alt=\"Hyperion Avatar\" width=\"100\" height=\"100\" align=\"left\" hspace=\"6\"><\/p>\n<p>True evolution isn&#8217;t driven by a desire for beauty, or anything else other than simple survivability. I.E. if I make more offspring (and my offspring make more offspring) than my competitors, I must be fitter.\u00a0 The problem is that Roger didn&#8217;t have millions of years to wait for something pretty to come out of his experiment.\u00a0 So he cheated a bit with the fitness function, making it: Do I look like the Mona Lisa.\u00a0\u00a0 But this doesn&#8217;t change the fact that the polygons mutate and survive based on a fitness function, and it is therefore, in my opinion, an accurate, though severly simplified simulation of evolution through genetic selection.\u00a0 If you read through the comments on Rogers&#8217; site, the disrespect and meanness is truly disheartening.\u00a0 Mostly though, they&#8217;re completely irrelevant to the point Roger was trying to make.\u00a0 If I show you a snowball I&#8217;ve made, then telling me it&#8217;s nothing like a glacier, while true, is rather pointless, and only serves to make you look like a gormless git with &#8220;anonymous-internet&#8221;itis.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>I was pointed to a website with an example of genetic programming where the result was a pretty darn good approximation of the Mona Lisa. Roger Alsing had done the programming to just have some fun, try out some code &#8212; and I presume stretch a bit in a different direction than he usually got [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7,25],"tags":[],"class_list":["post-298","post","type-post","status-publish","format-standard","hentry","category-csa","category-science"],"aioseo_notices":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>What a difference every choice\/decision point makes - A Curious Statistical Anomaly<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/amperzen.com\/blog\/what-a-difference-every-choicedecision-point-makes\/\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"davinci\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/amperzen.com\\\/blog\\\/what-a-difference-every-choicedecision-point-makes\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/amperzen.com\\\/blog\\\/what-a-difference-every-choicedecision-point-makes\\\/\"},\"author\":{\"name\":\"davinci\",\"@id\":\"https:\\\/\\\/amperzen.com\\\/blog\\\/#\\\/schema\\\/person\\\/4344e39b0408fba0234cf68dcf6ea62e\"},\"headline\":\"What a difference every choice\\\/decision point makes\",\"datePublished\":\"2008-12-11T04:20:35+00:00\",\"dateModified\":\"2008-12-11T04:25:01+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/amperzen.com\\\/blog\\\/what-a-difference-every-choicedecision-point-makes\\\/\"},\"wordCount\":499,\"commentCount\":0,\"image\":{\"@id\":\"https:\\\/\\\/amperzen.com\\\/blog\\\/what-a-difference-every-choicedecision-point-makes\\\/#primaryimage\"},\"thumbnailUrl\":\"http:\\\/\\\/ecx.images-amazon.com\\\/images\\\/I\\\/41Z4SBTjbXL._SL500_AA280_.jpg\",\"articleSection\":[\"CSA\",\"Science\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/amperzen.com\\\/blog\\\/what-a-difference-every-choicedecision-point-makes\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/amperzen.com\\\/blog\\\/what-a-difference-every-choicedecision-point-makes\\\/\",\"url\":\"https:\\\/\\\/amperzen.com\\\/blog\\\/what-a-difference-every-choicedecision-point-makes\\\/\",\"name\":\"What a difference every choice\\\/decision point makes - 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