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Genetic Rockets

Click here to see it in action! This is a javascript applet works on genetic evolution algorithms. screenshot

  • Rockets are generated with initially random paths
  • Based on distance from the target, crashing, goal achieving, and time taken, each rocket gets a fitness score.
  • After each lifespan (250 cycles), the old popuation dies and a new population is created from the gennome of the old population.
  • Rockets with higher fitness have higher probablilty of reproducing.

Future scope

  • Write better fitness function to evolver faster path
  • Make better information representation
  • Add intelligence (neural nets?) to individual rockets so as to ensure individual learning as well as population evolution.

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MIT

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A simple javascript applet to demonstrate genetic algorithms.

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