{"id":28796,"date":"2026-09-25T18:07:57","date_gmt":"2026-09-25T23:07:57","guid":{"rendered":"https:\/\/blog.kenperlin.com\/?p=28796"},"modified":"2026-09-25T18:07:57","modified_gmt":"2026-09-25T23:07:57","slug":"matrix-order-2","status":"publish","type":"post","link":"https:\/\/blog.kenperlin.com\/?p=28796","title":{"rendered":"Matrix order"},"content":{"rendered":"<p>Whenever I teach computer graphics, one of the most important topics is learning how to work with 4&#215;4 matrices. 4&#215;4 matrices are the workhorse, not just of computer graphics, but of many scientific fields, including robotics, aerospace, medical imaging and quantum mechanics, to name just a few.<\/p>\n<p>One of the odd properties of matrices is that multiplication order matters. When you multiply two number, say 11&#215;13, you get the same result as when you multiply 13&#215;11. But if you multiply two matrices A and B, the product AxB is usually different from the product BxA.<\/p>\n<p>I needed to find a way to make this intuitive for my students, so I wrote a little visualization to help them think it through. You can try it for yourself <a href=\"https:\/\/kenperlin.com\/matrix_order\/\">HERE<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Whenever I teach computer graphics, one of the most important topics is learning how to work with 4&#215;4 matrices. 4&#215;4 matrices are the workhorse, not just of computer graphics, but of many scientific fields, including robotics, aerospace, medical imaging and quantum mechanics, to name just a few. One of the odd properties of matrices is &hellip; <a href=\"https:\/\/blog.kenperlin.com\/?p=28796\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Matrix order&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"_links":{"self":[{"href":"https:\/\/blog.kenperlin.com\/index.php?rest_route=\/wp\/v2\/posts\/28796"}],"collection":[{"href":"https:\/\/blog.kenperlin.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.kenperlin.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.kenperlin.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.kenperlin.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=28796"}],"version-history":[{"count":2,"href":"https:\/\/blog.kenperlin.com\/index.php?rest_route=\/wp\/v2\/posts\/28796\/revisions"}],"predecessor-version":[{"id":28798,"href":"https:\/\/blog.kenperlin.com\/index.php?rest_route=\/wp\/v2\/posts\/28796\/revisions\/28798"}],"wp:attachment":[{"href":"https:\/\/blog.kenperlin.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=28796"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.kenperlin.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=28796"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.kenperlin.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=28796"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}