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#geneticalgorithms

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Wild Flint Books<p>🧬 The digital DNA that evolved consciousness—Factory Protocol examines ToxNet's genetic algorithms in Book 2 of The ToxNet Chronicles on Royal Road! <a href="http://factoryprotocolbook.com/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">http://</span><span class="">factoryprotocolbook.com/</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/AIEvolution" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIEvolution</span></a> <a href="https://mastodon.social/tags/ToxNetChronicles" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ToxNetChronicles</span></a> <a href="https://mastodon.social/tags/RoyalRoad" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RoyalRoad</span></a> <a href="https://mastodon.social/tags/SciFiBooks" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SciFiBooks</span></a> <a href="https://mastodon.social/tags/TechThriller" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TechThriller</span></a> <a href="https://mastodon.social/tags/GeneticAlgorithms" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GeneticAlgorithms</span></a></p>
Chris Woody Woodruff<p>🧬 Day 14 is here and marks the end of Week 2!</p><p>Let’s have some fun: evolving a C# Genetic Algorithm to crack the "Hello World" puzzle.</p><p>It’s survival of the fittest… for strings!</p><p>Watch your code figure it out on its own.</p><p><a href="https://www.woodruff.dev/day-14-evolving-text-solving-the-hello-world-puzzle-with-a-c-genetic-algorithm/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">woodruff.dev/day-14-evolving-t</span><span class="invisible">ext-solving-the-hello-world-puzzle-with-a-c-genetic-algorithm/</span></a></p><p><a href="https://mastodon.social/tags/CSharp" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CSharp</span></a> <a href="https://mastodon.social/tags/GeneticAlgorithms" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GeneticAlgorithms</span></a> <a href="https://mastodon.social/tags/DotNet" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DotNet</span></a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a></p>
Chris Woody Woodruff<p>🧬 Day 13 of the Genetic Algorithms Bootcamp is live!</p><p>Today, we’re configuring the GA loop in C#</p><p>Generations, population size, mutation rate… time to fine-tune your evolution machine.</p><p><a href="https://www.woodruff.dev/day-13-configuring-the-genetic-algorithm-loop/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">woodruff.dev/day-13-configurin</span><span class="invisible">g-the-genetic-algorithm-loop/</span></a></p><p><a href="https://mastodon.social/tags/CSharp" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CSharp</span></a> <a href="https://mastodon.social/tags/GeneticAlgorithms" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GeneticAlgorithms</span></a> <a href="https://mastodon.social/tags/DotNet" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DotNet</span></a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a></p>
Chris Woody Woodruff<p>🧬 Day 12 of the Genetic Algorithms Bootcamp is live!</p><p>Today’s topic: Elitism</p><p>Keep your best solutions safe and evolving strong.<br>Survival of the fittest, in C#</p><p><a href="https://www.woodruff.dev/day-12-genetic-algorithms-elitism-for-evolution-survival-of-the-fittest/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">woodruff.dev/day-12-genetic-al</span><span class="invisible">gorithms-elitism-for-evolution-survival-of-the-fittest/</span></a></p><p><a href="https://mastodon.social/tags/CSharp" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CSharp</span></a> <a href="https://mastodon.social/tags/GeneticAlgorithms" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GeneticAlgorithms</span></a> <a href="https://mastodon.social/tags/DotNet" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DotNet</span></a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a></p>
Chris Woody Woodruff<p>🧬 Day 11 of the Genetic Algorithms Bootcamp is here!</p><p>Today, we’re implementing a mutation operator in C#.</p><p>Learn how to add just the right amount of randomness to keep your GA evolving!</p><p><a href="https://www.woodruff.dev/day-11-implementing-a-c-mutation-operator-for-genetic-algorithms/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">woodruff.dev/day-11-implementi</span><span class="invisible">ng-a-c-mutation-operator-for-genetic-algorithms/</span></a></p><p><a href="https://mastodon.social/tags/CSharp" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CSharp</span></a> <a href="https://mastodon.social/tags/GeneticAlgorithms" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GeneticAlgorithms</span></a> <a href="https://mastodon.social/tags/DotNet" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DotNet</span></a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a></p>
Chris Woody Woodruff<p>🧬 Day 10 of the Genetic Algorithms Bootcamp is live!</p><p>Today we're talking mutation.</p><p>It's the tiny change that keeps your GA from getting stuck. Learn how to add it in C#!</p><p><a href="https://www.woodruff.dev/day-10-mutation-matters-in-c-genetic-algorithms/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">woodruff.dev/day-10-mutation-m</span><span class="invisible">atters-in-c-genetic-algorithms/</span></a></p><p><a href="https://mastodon.social/tags/CSharp" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CSharp</span></a> <a href="https://mastodon.social/tags/GeneticAlgorithms" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GeneticAlgorithms</span></a> <a href="https://mastodon.social/tags/DotNet" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DotNet</span></a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a></p>
Chris Woody Woodruff<p>🧬 Day 4 of the Genetic Algorithms Bootcamp for C# devs is live!</p><p>Today, we’re designing your very first Chromosome class in C#</p><p>This is the backbone of evolution in code. Let’s get hands-on!</p><p><a href="https://www.woodruff.dev/day-4-designing-your-first-chromosome-class-in-c/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">woodruff.dev/day-4-designing-y</span><span class="invisible">our-first-chromosome-class-in-c/</span></a></p><p><a href="https://mastodon.social/tags/CSharp" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CSharp</span></a> <a href="https://mastodon.social/tags/GeneticAlgorithms" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GeneticAlgorithms</span></a> <a href="https://mastodon.social/tags/DotNet" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DotNet</span></a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a></p>
Europe Says<p><a href="https://www.europesays.com/1952170/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">europesays.com/1952170/</span><span class="invisible"></span></a> An automated parallel genetic algorithm with parametric adaptation for distributed data analysis <a href="https://pubeurope.com/tags/Classification" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Classification</span></a> <a href="https://pubeurope.com/tags/COMPUTERSCIENCE" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>COMPUTERSCIENCE</span></a> <a href="https://pubeurope.com/tags/Data" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Data</span></a> <a href="https://pubeurope.com/tags/GAsParameterControl" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GAsParameterControl</span></a> <a href="https://pubeurope.com/tags/GeneticAlgorithms" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GeneticAlgorithms</span></a>(GAs) <a href="https://pubeurope.com/tags/HumanitiesAndSocialSciences" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HumanitiesAndSocialSciences</span></a> <a href="https://pubeurope.com/tags/LargeScaleDataProcessing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LargeScaleDataProcessing</span></a> <a href="https://pubeurope.com/tags/multidisciplinary" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>multidisciplinary</span></a> <a href="https://pubeurope.com/tags/science" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>science</span></a> <a href="https://pubeurope.com/tags/ScientificData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ScientificData</span></a> <a href="https://pubeurope.com/tags/Spark" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Spark</span></a></p>
Amin Girasol<p>Via the <span class="h-card" translate="no"><a href="https://oldbytes.space/@ataripodcast" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>ataripodcast</span></a></span>: in a 25-minute video, Jean Michel Sellier, Research Assistant Professor at Purdue University, demonstrates the use of an <a href="https://oldbytes.space/tags/Atari800XL" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Atari800XL</span></a> to train a neural network using a genetic algorithm instead of the memory-hungry technique of gradient descent.</p><p><a href="https://hackaday.com/2025/02/21/genetic-algorithm-runs-on-atari-800-xl/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">hackaday.com/2025/02/21/geneti</span><span class="invisible">c-algorithm-runs-on-atari-800-xl/</span></a></p><p>I've had a soft spot for Artificial Life for a long time. During the last AI Winter in the mid 1990s, I was spurred to get back into education and onto a career in commercial software development by Stephen Levy's book "Artificial Life: The Quest for a New Creation". I loved that Artificial Life researchers borrowed well-understood mechanisms from genetics and implemented them in software to converge iteratively on solutions, in contrast to AI research, which was attempting to build models of categories which were not understood at all (and largely still aren't) - intelligence (whatever that is) and perception.</p><p>In subsequent years I wondered why I wasn't hearing any hype about Artificial Life; it turns out practitioners have been quietly getting on with solving problems using the technique. Meanwhile, yet again, AI boosters have blustered their way into the consciousness with another round of overcooked hype.</p><p>The Stephen Levy book is still worth a read, if you can find it. (IIRC Danny Hillis and the Connection Machine folks get a mention too.)</p><p>(I don't know if any of the genetic algorithm folks turned out to be supporters of eugenics, as many of the current crop of AI boosters seem to be.)</p><p><a href="https://archive.org/details/artificiallifequ0000levy_l1x2" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">archive.org/details/artificial</span><span class="invisible">lifequ0000levy_l1x2</span></a></p><p><a href="https://en.m.wikipedia.org/wiki/AI_winter#The_setbacks_of_the_late_1980s_and_early_1990s" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">en.m.wikipedia.org/wiki/AI_win</span><span class="invisible">ter#The_setbacks_of_the_late_1980s_and_early_1990s</span></a></p><p><a href="https://oldbytes.space/tags/solarpunk" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>solarpunk</span></a> <a href="https://oldbytes.space/tags/permacomputing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>permacomputing</span></a> <a href="https://oldbytes.space/tags/geneticalgorithms" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>geneticalgorithms</span></a> <a href="https://oldbytes.space/tags/ArtificialLife" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ArtificialLife</span></a> <a href="https://oldbytes.space/tags/RetroComputing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RetroComputing</span></a> <a href="https://oldbytes.space/tags/VintageComputing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>VintageComputing</span></a> <a href="https://oldbytes.space/tags/TESCREAL" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TESCREAL</span></a> <a href="https://oldbytes.space/tags/Eugenics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Eugenics</span></a> <a href="https://oldbytes.space/tags/Genetics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Genetics</span></a></p>
Rafael Pérez :verify:<p><a href="https://c.im/tags/Introduction" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Introduction</span></a> </p><p>My name is Rafael. I was born in <a href="https://c.im/tags/PuertoRico" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PuertoRico</span></a> and I've been living in <a href="https://c.im/tags/NYC" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NYC</span></a> for the past four years (I moved to <a href="https://c.im/tags/Brooklyn" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Brooklyn</span></a> two years ago.) I'm 47 years old and I like:</p><p><a href="https://c.im/tags/Computing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Computing</span></a><br><a href="https://c.im/tags/ComputerProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ComputerProgramming</span></a><br><a href="https://c.im/tags/SoftwareDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SoftwareDevelopment</span></a> <br><a href="https://c.im/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <br><a href="https://c.im/tags/VisualArt" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>VisualArt</span></a> <br><a href="https://c.im/tags/Design" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Design</span></a> <br><a href="https://c.im/tags/Film" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Film</span></a><br><a href="https://c.im/tags/Literature" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Literature</span></a><br><a href="https://c.im/tags/OOD" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OOD</span></a>, <a href="https://c.im/tags/OOP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OOP</span></a><br><a href="https://c.im/tags/GeneticAlgorithms" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GeneticAlgorithms</span></a> <br><a href="https://c.im/tags/DotNet" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DotNet</span></a><br><a href="https://c.im/tags/ASP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ASP</span></a><br><a href="https://c.im/tags/CSharp" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CSharp</span></a><br><a href="https://c.im/tags/Java" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Java</span></a> <br><a href="https://c.im/tags/HTML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HTML</span></a> <br><a href="https://c.im/tags/JavaScript" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>JavaScript</span></a> <br><a href="https://c.im/tags/SQL" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SQL</span></a><br><a href="https://c.im/tags/DevOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DevOps</span></a> <br><a href="https://c.im/tags/DatabaseDesign" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DatabaseDesign</span></a><br><a href="https://c.im/tags/FullStack" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>FullStack</span></a> <br><a href="https://c.im/tags/BusinessToConsumerApps" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>BusinessToConsumerApps</span></a><br><a href="https://c.im/tags/TechnicalWriting" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TechnicalWriting</span></a> <br><a href="https://c.im/tags/UbuntuLinux" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>UbuntuLinux</span></a><br><a href="https://c.im/tags/Brooklyn" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Brooklyn</span></a> <br><a href="https://c.im/tags/Manhattan" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Manhattan</span></a> <br><a href="https://c.im/tags/NYC" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NYC</span></a> <br><a href="https://c.im/tags/PuertoRico" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PuertoRico</span></a><br><a href="https://c.im/tags/UniversityOfSussex" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>UniversityOfSussex</span></a> <br><a href="https://c.im/tags/Brighton" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Brighton</span></a>, <a href="https://c.im/tags/England" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>England</span></a><br><a href="https://c.im/tags/VideoGames" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>VideoGames</span></a><br><a href="https://c.im/tags/ContentModeration" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ContentModeration</span></a><br><a href="https://c.im/tags/LongWalks" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LongWalks</span></a> <br><a href="https://c.im/tags/Music" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Music</span></a> (Who doesn't?)</p><p>My personal website is at: <a href="https://human-assisted.blogspot.com/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">human-assisted.blogspot.com/</span><span class="invisible"></span></a></p><p><a href="https://c.im/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">c.im/</span><span class="invisible"></span></a> (I'm mod here.)</p>