Monster Shooting Game

A shooting game built by using genetic algorithm.

Tech Stack:

• JavaScript
• HTML
• CSS

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Overview of the game:

• This is a shooting game in which the player has to shoot the monsters before it surpasses the player.
• There are 6 monsters in each generation. If 5 of the monsters passes through, the game will be over.
• Player gets to shoot one bullet at the time. Player does not get another shot until the previous bullet disperse into the space or hits a target.
• Each monster has a shape that influences how they move.
• The monsters which have highest fitness values will be replicated in the next generations.
• After each 7 generations of monsters, the genetic algorithm generates a complete new population of monsters keeping only the very best of the last 7 generations.

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Flow of genetic algorithm:

• Encoding technique
• Population generation
• Fitness evaluation
• Selection of parents
• Crossover of parents
• Mutation of child
• Elitism & evolution

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