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genetic algorithms + cuda + opengl
This project forked from rogerallen/galena
genetic algorithms + cuda + opengl
Galena: Genetic Algorithms breeding images. (Lena is a standard image for the industry) Inspired by http://rogeralsing.com/2008/12/07/genetic-programming-evolution-of-mona-lisa/ Ideally, CUDA+OpenGL will make this an interesting bit of code. Started a long time ago, but never finished. Trying again...we'll see. ====================================================================== Notes: goal image: png -> png++ class -> unsigned int array -> pbo -> glDrawPixels -> framebuffer population images verts -> drawArray -> framebuffer framebuffer - goal framebuffer -> fitnessArray sort fitnessArray breed new verts 1. Choose initial population 2. Evaluate the fitness of each individual in the population 3. Repeat until termination: (time limit or sufficient fitness achieved) a. Select best-ranking individuals to reproduce b. Breed new generation through crossover and/or mutation (genetic operations) and give birth to offspring c. Evaluate the individual fitnesses of the offspring d. Replace worst ranked part of population with offspring
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