My first Genetic Algorithm program
Wrote a program in FreeBASIC to try and find out how Genetic Algorithms work. It's a quick hack that I wrote to try some theories with because the Wikipedia Article on GAs reads like greek to me. So I built it from the general principles i knew at the time. The "genome" per individual is an array of 9000 integers but I used only monochrome pictures with either black or white; An individual also has a fitness score. There are 1000 individuals in the population and only two are selected to reproduce. So that makes 9 million (yes, MEELION as El Reg would write) data points and the scoring…
What it does
In the maker’s words, at launch
Wrote a program in FreeBASIC to try and find out how Genetic Algorithms work. It's a quick hack that I wrote to try some theories with because the Wikipedia Article on GAs reads like greek to me. So I built it from the general principles i knew at the time. The "genome" per individual is an array of 9000 integers but I used only monochrome pictures with either black or white; An individual also has a fitness score. There are 1000 individuals in the population and only two are selected to reproduce. So that makes 9 million (yes, MEELION as El Reg would write) data points and the scoring information being processed every time. There's a 0.002% mutation rate just to keep things going because things tend to stall with monochrome data. A higher mutation rate and the algorithm will never approach maximum potential fitness, apparently. The code is wildly unoptimized and it's my first draft. I could have used memory pointers to manipulate image data faster but this gets the job done so far. Processing color data takes a lot more time and this program wasn't written for that. Runs on Windows. The source code needs to be cleaned up, so I didn't include or upload it. As far as i know, this may be sadly the only Genetic Algorithm program so far from the island of Mauritius. Download it here: https://sites.google.com/site/bryanbottebell/bryan-bottebell-s-projects/Imolver.zip
Does the same job
all alternatives →- ISI started a repo for sharing algorithm implementations2013 · github.com · ▲52
Everything that would be here is in the README. I hope this gets big, it has tons of potential.
- AGA Genetic Algorithm I wrote in JavaScript to evolve "Hello World"2010 · puremango.co.uk · ▲109
- MBMy Book on Evolutionary Algorithms, Written in Python Notebooks2020 · shahinrostami.com · ▲63
- IPI published 100 AI generated books on Amazon2020 · ▲20
To be specific, the content is generated by a GPT-2 based model. https://amzn.to/2TCc0v2 Let me know if you have any questions :-)
- AGA Genetic Algorithm library written in JavaScript2020 · github.com · ▲48
- WUWe used investor tools to find the best startups to work at2022 · joinmaasive.com · ▲29
hey y'all -- can you please tell us if our job search tool sucks? :D we built it using an investor platform called Harmonic.ai to gather startup data, then contextualize it so that job seekers could find out about the most exciting startups hiring first (like if they just raised, growing headcount fast, have an ex-unicorn founder, etc). pretty sure we're the first platform doing anything like this. anyway, let me know what you think. really excited to launch this thing soon! getting feedback from the hn community first is really fun :)
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