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codingame-base-algo's Introduction

Base algorithm for codingame

Min Max

Min Max can be used to solve 1 to 1 IA game.

It can be used like that:

MinMax<ChessBoard, ChessMove> minMax = new MinMax<>();
ChessPlayer player1 = new CheesPlayer(WHITE);
ChessPlayer player2 = new ChessPlayer(BLACK);
ChessBoard board = new ChessBoard();
int minMaxDeep = 5;

// the player 1 should be you player
ChessMove move = minMax.move(player1, player2, board, minMaxDeep);

System.out.println(move);

public clas CheesPlayer implements MinMaxPlayer<ChessBoard, ChessMove> {
  // ...
}

public class ChessBoard implements MinMaxBoard<ChessMove, ChessBoard> {
    // ...
}

public class ChessPlayer implements MinMaxPlayer<ChessBoard, ChessMove> {
  // ...
}   

Genetic algorithm

Genetic algorithm implementation.

It can be used like that:

var nbGeneration = 40;
var populationSize = 70;
var mutationProbs = 0.01;
var genetic = new GeneticAlgorithm<>(
        new InitialLibraryPopulationGenerator(),
        new RandomChooser<>(),
        nbGeneration,
        populationSize,
        mutationProbs
);

genetic.solve(Viewers.noViewer);

public class GeneType implements Gene<GeneType> {

}

public class InitialLibraryPopulationGenerator implements InitialPopulationGenerator<GeneType> {

}

private static class RandomChooser<T extends GeneType> implements ToCrossChooser<T> {
    final Random random = new Random();

    @Override
    public T choose(List<T> sortedPopulation) {
        final int index = random.nextInt(sortedPopulation.size());
        return sortedPopulation.get(index);
    }
}

Source generator

An helper is available to be able to merge all file on one.

You can run the class com.deblock.builder.FileBuilder. The main have the main path as parameter (like src/main/java/Player.java)

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