Genetic pathfinding algorithm in javascript with p5.js for visualization.
Demo available here.

It searches for a path from the center of the window to the user's mouse avoiding obstacles. The found way is probabely not the shortest but is certainly a viable one.

Algorithm characteristics :

• selection used is the roulette wheel
• grow to increase or decrease the genome
• crossover with a random parent individual
• mutations to create new behaviors