{"id":570,"date":"2022-10-21T06:18:06","date_gmt":"2022-10-21T10:18:06","guid":{"rendered":"https:\/\/blogs.mathworks.com\/matlab\/?p=570"},"modified":"2022-10-21T06:18:06","modified_gmt":"2022-10-21T10:18:06","slug":"sinpi-cospi-implicit-expansion-and-the-2022-matlab-mini-hack","status":"publish","type":"post","link":"https:\/\/blogs.mathworks.com\/matlab\/2022\/10\/21\/sinpi-cospi-implicit-expansion-and-the-2022-matlab-mini-hack\/","title":{"rendered":"sinpi, cospi, implicit expansion and The 2022 MATLAB Mini-Hack"},"content":{"rendered":"<div class = rtcContent><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>The<\/span><span> <\/span><a href = \"https:\/\/www.mathworks.com\/matlabcentral\/contests\/2022-matlab-mini-hack.html\"><span>2022 MATLAB Mini-Hack<\/span><\/a><span> <\/span><span>is currently underway where MATLAB users submit 280 characters of code in order to produce a cool image.  It's similar to<\/span><span> <\/span><a href = \"https:\/\/www.mathworks.com\/matlabcentral\/contests\/20th-anniversary-matlab-minihack.html\"><span>last year's competition<\/span><\/a><span> <\/span><span>but this year you can also use functions from the Image processing toolbox and from File Exchange if you want to.<\/span><span> <\/span><a href = \"https:\/\/www.mathworks.com\/matlabcentral\/communitycontests\/contests\/5\/entries\/11573\"><span>An entry<\/span><\/a><span> <\/span><span>from<\/span><span> <\/span><a href = \"https:\/\/twitter.com\/DocSparse\"><span>Tim Davis<\/span><\/a><span>, Professor of Computer Science at A&amp;M University and author of<\/span><span> <\/span><a href = \"https:\/\/people.engr.tamu.edu\/davis\/suitesparse.html\"><span>SuiteSparse<\/span><\/a><span> <\/span><span>among many other things, caught the eye of a few of us earlier today. Here's the code<\/span><\/div><div style=\"background-color: #F5F5F5; margin: 10px 0 10px 0;\"><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 1px solid rgb(191, 191, 191); border-bottom: 0px none rgb(33, 33, 33); border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >[u, v] = meshgrid (linspace (0, 2*pi, 512));<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >s = (1-v\/(2*pi))\/5;<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >t = .1 - s.*(1+cos(u));<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >x = t .* cos(2*v);<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >y = t .* sin(2*v);<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >z = v\/(4*pi) - s.*sin(u);<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >surf (x ,y, z, y)<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >shading <\/span><span style=\"color: rgb(167, 9, 245);\">interp<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >axis <\/span><span style=\"color: rgb(167, 9, 245);\">off equal<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >colormap (hsv (1024))<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >lightangle (80, -40)<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >lightangle (-90, 60)<\/span><\/span><\/div><\/div><div class=\"inlineWrapper outputs\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 0px none rgb(33, 33, 33); border-bottom: 1px solid rgb(191, 191, 191); border-radius: 0px; padding: 0px 45px 4px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >view ([-150 10])<\/span><\/span><\/div><div  style = 'color: rgb(33, 33, 33); padding: 10px 0px 6px 17px; background: rgb(255, 255, 255) none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px; '><div class=\"inlineElement eoOutputWrapper embeddedOutputsFigure\" uid=\"DEDCE4EB\" prevent-scroll=\"true\" data-testid=\"output_0\" style=\"width: 1146px;\"><div class=\"figureElement eoOutputContent\"><img decoding=\"async\" class=\"figureImage figureContainingNode\" src=\"https:\/\/blogs.mathworks.com\/matlab\/files\/2022\/10\/sinpi_cospi_implicit_1.png\" style=\"width: 420px; padding-bottom: 0px;\"><\/div><div class=\"outputLayer selectedOutputDecorationLayer doNotExport\"><\/div><div class=\"outputLayer activeOutputDecorationLayer doNotExport\"><\/div><div class=\"outputLayer scrollableOutputDecorationLayer doNotExport\"><\/div><\/div><\/div><\/div><\/div><div  style = 'margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>A great result from just a few lines of code. <\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>My fellow MathWorker, Bobby Cheng, made a remix of this that gave the same result using fewer characters by making use of three relatively new MATLAB capabilities: <\/span><a href = \"https:\/\/www.mathworks.com\/help\/matlab\/ref\/double.sinpi.html\"><span style=' font-family: monospace;'>sinpi<\/span><\/a><span>, <\/span><a href = \"https:\/\/www.mathworks.com\/help\/matlab\/ref\/double.cospi.html\"><span style=' font-family: monospace;'>cospi<\/span><\/a><span> and implicit expansion. His remix can be seen at <\/span><a href = \"https:\/\/www.mathworks.com\/matlabcentral\/communitycontests\/contests\/5\/entries\/11588\"><span>https:\/\/www.mathworks.com\/matlabcentral\/communitycontests\/contests\/5\/entries\/11588<\/span><\/a><span> <\/span><span>and here is the code in full<\/span><\/div><div style=\"background-color: #F5F5F5; margin: 10px 0 10px 0;\"><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 1px solid rgb(191, 191, 191); border-bottom: 0px none rgb(33, 33, 33); border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >u = linspace(0, 2, 512);<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >v = u.';<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >s = (1-v\/2)\/5 ;<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >t = .1 - s.*(1+cospi(u)) ;<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >x = t .* cospi(2*v) ;<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >y = t .* sinpi(2*v) ;<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >z = v\/4 - s.*sinpi(u) ;<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >surf (x ,y, z, y)<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >shading <\/span><span style=\"color: rgb(167, 9, 245);\">interp<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >axis <\/span><span style=\"color: rgb(167, 9, 245);\">off equal<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >colormap (hsv (1024))<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >lightangle (80, -40)<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >lightangle (-90, 60)<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 0px none rgb(33, 33, 33); border-bottom: 1px solid rgb(191, 191, 191); border-radius: 0px 0px 4px 4px; padding: 0px 45px 4px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >view ([-150 10])<\/span><\/span><\/div><\/div><\/div><h2  style = 'margin: 20px 10px 5px 4px; padding: 0px; line-height: 20px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 20px; font-weight: 700; text-align: left; '><span>sinpi and cospi<\/span><\/h2><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>The functions<\/span><span> <\/span><a href = \"https:\/\/www.mathworks.com\/help\/matlab\/ref\/double.sinpi.html\"><span>sinpi<\/span><\/a><span> <\/span><span>and<\/span><span> <\/span><a href = \"https:\/\/www.mathworks.com\/help\/matlab\/ref\/double.cospi.html\"><span>cospi<\/span><\/a><span> <\/span><span>were released in MATLAB R2018b and, as well as helping us reduce character count in this code (which, although fun, isn't really all that useful!), they compute sin(x*pi) and cos(y*pi) without explicitly computing x*pi.  Ultimately this is more accurate than doing the same thing with the traditional cos and sin functions because the floating point value of pi is an approximation of \u03c0.  An obvious demonstration of this is<\/span><\/div><div style=\"background-color: #F5F5F5; margin: 10px 0 10px 0;\"><div class=\"inlineWrapper outputs\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 1px solid rgb(191, 191, 191); border-bottom: 1px solid rgb(191, 191, 191); border-radius: 4px 4px 0px 0px; padding: 6px 45px 4px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >cos(pi\/2)<\/span><\/span><\/div><div  style = 'color: rgb(33, 33, 33); padding: 10px 0px 6px 17px; background: rgb(255, 255, 255) none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px; '><div class='variableElement' style='font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 12px; '>ans = 6.1232e-17<\/div><\/div><\/div><div class=\"inlineWrapper outputs\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 1px solid rgb(191, 191, 191); border-bottom: 1px solid rgb(191, 191, 191); border-radius: 0px; padding: 6px 45px 4px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >cospi(1\/2)<\/span><\/span><\/div><div  style = 'color: rgb(33, 33, 33); padding: 10px 0px 6px 17px; background: rgb(255, 255, 255) none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px; '><div class='variableElement' style='font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 12px; '>ans = 0<\/div><\/div><\/div><\/div><h2  style = 'margin: 20px 10px 5px 4px; padding: 0px; line-height: 20px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 20px; font-weight: 700; text-align: left; '><span>Implicit expansion<\/span><\/h2><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>Bobby removed the need for meshgrid by using implicit expansion, released in R2016b, and discussed in detail by Steve Eddins <\/span><a href = \"https:\/\/blogs.mathworks.com\/loren\/2016\/10\/24\/matlab-arithmetic-expands-in-r2016b\/\"><span>here<\/span><\/a><span> and <\/span><a href = \"https:\/\/blogs.mathworks.com\/loren\/2016\/11\/10\/more_thoughts_about_implicit_expansion\"><span>here<\/span><\/a><span>.<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>Although not used in this code, implicit expansion can also remove the need for functions like ndgrid, repmat and bsxfun in many cases.  For example, here's an example of how to get the same results as ndgrid using implict expansion<\/span><\/div><div style=\"background-color: #F5F5F5; margin: 10px 0 10px 0;\"><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 1px solid rgb(191, 191, 191); border-bottom: 0px none rgb(33, 33, 33); border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >[x y] = ndgrid(1:3, 4:6);<\/span><\/span><\/div><\/div><div class=\"inlineWrapper outputs\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 0px none rgb(33, 33, 33); border-bottom: 1px solid rgb(191, 191, 191); border-radius: 0px; padding: 0px 45px 4px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >x+y<\/span><\/span><\/div><div  style = 'color: rgb(33, 33, 33); padding: 10px 0px 6px 17px; background: rgb(255, 255, 255) none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px; '><div class=\"inlineElement eoOutputWrapper embeddedOutputsVariableMatrixElement\" uid=\"9E08FB3C\" prevent-scroll=\"true\" data-testid=\"output_3\" data-width=\"1116\" style=\"width: 1146px; white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><div class=\"matrixElement veSpecifier saveLoad eoOutputContent\" style=\"white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><div class=\"veVariableName variableNameElement double\" style=\"width: 1116px; white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><div class=\"headerElementClickToInteract\" style=\"white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><span style=\"white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\">ans = <\/span><span class=\"veVariableValueSummary veMetaSummary\" style=\"white-space: normal; font-style: normal; color: rgb(179, 179, 179); font-size: 12px;\">3\u00d73<\/span><\/div><\/div><div class=\"valueContainer\" data-layout=\"{&quot;columnWidth&quot;:40,&quot;totalColumns&quot;:&quot;3&quot;,&quot;totalRows&quot;:&quot;3&quot;,&quot;charsPerColumn&quot;:6}\" style=\"white-space: nowrap; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><div class=\"variableValue\" style=\"width: 122px; white-space: pre; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\">     5     6     7\r\n     6     7     8\r\n     7     8     9\r\n<\/div><div class=\"horizontalEllipsis hide\" style=\"white-space: nowrap; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><\/div><div class=\"verticalEllipsis hide\" style=\"white-space: nowrap; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><\/div><\/div><\/div><div class=\"outputLayer selectedOutputDecorationLayer doNotExport\" style=\"white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><\/div><div class=\"outputLayer activeOutputDecorationLayer doNotExport\" style=\"white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><\/div><div class=\"outputLayer scrollableOutputDecorationLayer doNotExport\" style=\"white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><\/div><\/div><\/div><\/div><div class=\"inlineWrapper outputs\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 1px solid rgb(191, 191, 191); border-bottom: 1px solid rgb(191, 191, 191); border-radius: 0px; padding: 6px 45px 4px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >x1 = (1:3).', y1 = 4:6<\/span><\/span><\/div><div  style = 'color: rgb(33, 33, 33); padding: 10px 0px 6px 17px; background: rgb(255, 255, 255) none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px; '><div class=\"inlineElement eoOutputWrapper embeddedOutputsVariableMatrixElement\" uid=\"341CAD65\" prevent-scroll=\"true\" data-testid=\"output_4\" data-width=\"1116\" style=\"width: 1146px; white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><div class=\"matrixElement veSpecifier saveLoad eoOutputContent\" style=\"white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><div class=\"veVariableName variableNameElement double\" style=\"width: 1116px; white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><div class=\"headerElementClickToInteract\" style=\"white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><span style=\"white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\">x1 = <\/span><span class=\"veVariableValueSummary veMetaSummary\" style=\"white-space: normal; font-style: normal; color: rgb(179, 179, 179); font-size: 12px;\">3\u00d71<\/span><\/div><\/div><div class=\"valueContainer\" data-layout=\"{&quot;columnWidth&quot;:40,&quot;totalColumns&quot;:&quot;1&quot;,&quot;totalRows&quot;:&quot;3&quot;,&quot;charsPerColumn&quot;:6}\" style=\"white-space: nowrap; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><div class=\"variableValue\" style=\"width: 42px; white-space: pre; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\">     1\r\n     2\r\n     3\r\n<\/div><div class=\"horizontalEllipsis hide\" style=\"white-space: nowrap; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><\/div><div class=\"verticalEllipsis hide\" style=\"white-space: nowrap; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><\/div><\/div><\/div><div class=\"outputLayer selectedOutputDecorationLayer doNotExport\" style=\"white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><\/div><div class=\"outputLayer activeOutputDecorationLayer doNotExport\" style=\"white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><\/div><div class=\"outputLayer scrollableOutputDecorationLayer doNotExport\" style=\"white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><\/div><\/div><div class=\"inlineElement eoOutputWrapper embeddedOutputsVariableMatrixElement\" uid=\"FD522833\" prevent-scroll=\"true\" data-testid=\"output_5\" data-width=\"1116\" style=\"width: 1146px; white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><div class=\"matrixElement veSpecifier saveLoad eoOutputContent\" style=\"white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><div class=\"veVariableName variableNameElement double\" style=\"width: 1116px; white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><div class=\"headerElementClickToInteract\" style=\"white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><span style=\"white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\">y1 = <\/span><span class=\"veVariableValueSummary veMetaSummary\" style=\"white-space: normal; font-style: normal; color: rgb(179, 179, 179); font-size: 12px;\">1\u00d73<\/span><\/div><\/div><div class=\"valueContainer\" data-layout=\"{&quot;columnWidth&quot;:40,&quot;totalColumns&quot;:&quot;3&quot;,&quot;totalRows&quot;:&quot;1&quot;,&quot;charsPerColumn&quot;:6}\" style=\"white-space: nowrap; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><div class=\"variableValue\" style=\"width: 122px; white-space: pre; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\">     4     5     6\r\n<\/div><div class=\"horizontalEllipsis hide\" style=\"white-space: nowrap; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><\/div><div class=\"verticalEllipsis hide\" style=\"white-space: nowrap; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><\/div><\/div><\/div><div class=\"outputLayer selectedOutputDecorationLayer doNotExport\" style=\"white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><\/div><div class=\"outputLayer activeOutputDecorationLayer doNotExport\" style=\"white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><\/div><div class=\"outputLayer scrollableOutputDecorationLayer doNotExport\" style=\"white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><\/div><\/div><\/div><\/div><div class=\"inlineWrapper outputs\"><div  style = 'border-left: 1px solid rgb(191, 191, 191); border-right: 1px solid rgb(191, 191, 191); border-top: 1px solid rgb(191, 191, 191); border-bottom: 1px solid rgb(191, 191, 191); border-radius: 0px; padding: 6px 45px 4px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >x1+y1<\/span><\/span><\/div><div  style = 'color: rgb(33, 33, 33); padding: 10px 0px 6px 17px; background: rgb(255, 255, 255) none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px; '><div class=\"inlineElement eoOutputWrapper embeddedOutputsVariableMatrixElement\" uid=\"25C3CE78\" prevent-scroll=\"true\" data-testid=\"output_6\" data-width=\"1116\" style=\"width: 1146px; white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><div class=\"matrixElement veSpecifier saveLoad eoOutputContent\" style=\"white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><div class=\"veVariableName variableNameElement double\" style=\"width: 1116px; white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><div class=\"headerElementClickToInteract\" style=\"white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><span style=\"white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\">ans = <\/span><span class=\"veVariableValueSummary veMetaSummary\" style=\"white-space: normal; font-style: normal; color: rgb(179, 179, 179); font-size: 12px;\">3\u00d73<\/span><\/div><\/div><div class=\"valueContainer\" data-layout=\"{&quot;columnWidth&quot;:40,&quot;totalColumns&quot;:&quot;3&quot;,&quot;totalRows&quot;:&quot;3&quot;,&quot;charsPerColumn&quot;:6}\" style=\"white-space: nowrap; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><div class=\"variableValue\" style=\"width: 122px; white-space: pre; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\">     5     6     7\r\n     6     7     8\r\n     7     8     9\r\n<\/div><div class=\"horizontalEllipsis hide\" style=\"white-space: nowrap; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><\/div><div class=\"verticalEllipsis hide\" style=\"white-space: nowrap; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><\/div><\/div><\/div><div class=\"outputLayer selectedOutputDecorationLayer doNotExport\" style=\"white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><\/div><div class=\"outputLayer activeOutputDecorationLayer doNotExport\" style=\"white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><\/div><div class=\"outputLayer scrollableOutputDecorationLayer doNotExport\" style=\"white-space: normal; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><\/div><\/div><\/div><\/div><\/div><h2  style = 'margin: 20px 10px 5px 4px; padding: 0px; line-height: 20px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 20px; font-weight: 700; text-align: left; '><span>The Bobby Cheng Challenge<\/span><\/h2><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>Bobby made the assertion that many entries in the<\/span><span> <\/span><a href = \"https:\/\/www.mathworks.com\/matlabcentral\/communitycontests\/contests\/5\/entries\"><span>MATLAB Mini Hack<\/span><\/a><span> <\/span><span>could be simplified using the functions shown in this blog post.  He challenged me to find some. Will you help me? Find an entry where the functionality mentioned in this blog post would reduce character count, create a remix and post the link to it as a comment to this blog post.<\/span><\/div>\r\n<\/div><script type=\"text\/javascript\">var css = '.variableValue { width: 100% !important; } .embeddedOutputsMatrixElement,.eoOutputWrapper .matrixElement {    min-height: 18px;    box-sizing: border-box;} .embeddedOutputsMatrixElement .matrixElement,.eoOutputWrapper  .matrixElement,.rtcDataTipElement .matrixElement {    position: relative;} .matrixElement .variableValue,.rtcDataTipElement .matrixElement .variableValue {    white-space: pre;    display: inline-block;    vertical-align: top;    overflow: hidden;} .embeddedOutputsMatrixElement.inlineElement {} .embeddedOutputsMatrixElement.inlineElement .topHeaderWrapper {    display: none;} .embeddedOutputsMatrixElement.inlineElement .veTable .body {    padding-top: 0 !important;    max-height: 100px;} .inlineElement .matrixElement {    max-height: 300px;} .embeddedOutputsMatrixElement.rightPaneElement {} .rightPaneElement .matrixElement,.rtcDataTipElement .matrixElement {    overflow: hidden;    padding-left: 9px;} .rightPaneElement .matrixElement {    margin-bottom: -1px;} .embeddedOutputsMatrixElement .matrixElement .valueContainer,.eoOutputWrapper .matrixElement .valueContainer,.rtcDataTipElement .matrixElement .valueContainer {    white-space: nowrap;    margin-bottom: 3px;} .embeddedOutputsMatrixElement .matrixElement .valueContainer .horizontalEllipsis.hide,.embeddedOutputsMatrixElement .matrixElement .verticalEllipsis.hide,.eoOutputWrapper .matrixElement .valueContainer .horizontalEllipsis.hide,.eoOutputWrapper .matrixElement .verticalEllipsis.hide,.rtcDataTipElement .matrixElement .valueContainer .horizontalEllipsis.hide,.rtcDataTipElement .matrixElement .verticalEllipsis.hide {    display: none;} .embeddedOutputsVariableMatrixElement .matrixElement .valueContainer.hideEllipses .verticalEllipsis, .embeddedOutputsVariableMatrixElement .matrixElement .valueContainer.hideEllipses .horizontalEllipsis {    display:none;} .embeddedOutputsMatrixElement .matrixElement .valueContainer .horizontalEllipsis,.eoOutputWrapper .matrixElement .valueContainer .horizontalEllipsis {    margin-bottom: -3px;} .eoOutputWrapper .embeddedOutputsVariableMatrixElement .matrixElement .valueContainer {    cursor: default !important;} .embeddedOutputsVariableElement {    white-space: pre-wrap;    word-wrap: break-word;    min-height: 18px;    max-height: 250px;    overflow: auto;} .variableElement {} .embeddedOutputsVariableElement.inlineElement {} .inlineElement .variableElement {} .embeddedOutputsVariableElement.rightPaneElement {    min-height: 16px;} .rightPaneElement .variableElement {    padding-top: 2px;    padding-left: 9px;} .outputsOnRight .embeddedOutputsVariableElement.rightPaneElement .eoOutputContent {    \/* Remove extra space allocated for navigation border *\/    margin-top: 0;    margin-bottom: 0;} .variableNameElement {    margin-bottom: 3px;    display: inline-block;} \/* * Ellipses as base64 for HTML export. *\/.matrixElement .horizontalEllipsis,.rtcDataTipElement .matrixElement .horizontalEllipsis {    display: inline-block;    margin-top: 3px;    \/* base64 encoded version of images-liveeditor\/HEllipsis.png *\/    width: 30px;    height: 12px;    background-repeat: no-repeat;    background-image: url(\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAB0AAAAJCAYAAADO1CeCAAAAJUlEQVR42mP4\/\/8\/A70xw0i29BUDFPxnAEtTW37wWDqakIa4pQDvOOG89lHX2gAAAABJRU5ErkJggg==\");} .matrixElement .verticalEllipsis,.textElement .verticalEllipsis,.rtcDataTipElement .matrixElement .verticalEllipsis,.rtcDataTipElement .textElement .verticalEllipsis {    margin-left: 35px;    \/* base64 encoded version of images-liveeditor\/VEllipsis.png *\/    width: 12px;    height: 30px;    background-repeat: no-repeat;    background-image: url(\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAoAAAAZCAYAAAAIcL+IAAAALklEQVR42mP4\/\/8\/AzGYgWyFMECMwv8QddRS+P\/\/KyimlmcGUOFoOI6GI\/UVAgDnd8Dd4+NCwgAAAABJRU5ErkJggg==\");}'; var head = document.head || document.getElementsByTagName('head')[0], style = document.createElement('style'); head.appendChild(style); style.type = 'text\/css'; if (style.styleSheet){ style.styleSheet.cssText = css; } else { style.appendChild(document.createTextNode(css)); }<\/script><a href=\"https:\/\/blogs.mathworks.com\/matlab\/files\/2022\/10\/sinpi_cospi_implicit.mlx\"><button class=\"btn btn-sm btn_color_blue pull-right add_margin_10\">Download Live Script<\/button><\/a>","protected":false},"excerpt":{"rendered":"<div class=\"overview-image\"><img decoding=\"async\"  class=\"img-responsive\" src=\"https:\/\/blogs.mathworks.com\/matlab\/files\/2022\/10\/sinpi_cospi_implicit_1.png\" onError=\"this.style.display ='none';\" \/><\/div><p>The 2022 MATLAB Mini-Hack is currently underway where MATLAB users submit 280 characters of code in order to produce a cool image.  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