Add MiniMax algorithm

Others/MiniMaxAlgorithm.java

@@ -0,0 +1,128 @@
+package Others;
+
+import java.util.Arrays;
+import java.util.Random;
+
+/**
+ * MiniMax is an algorithm used int artificial intelligence and game theory for
+ * minimizing the possible loss for the worst case scenario.
+ * 
+ * See more (https://en.wikipedia.org/wiki/Minimax,
+ * https://www.geeksforgeeks.org/minimax-algorithm-in-game-theory-set-1-introduction/).
+ * 
+ * @author aitofi (https://github.com/aitorfi)
+ */
+public class MiniMaxAlgorithm {
+    /**
+     * Game tree represented as an int array containing scores. Each array element
+     * is a leaf node.
+     */
+    private int[] scores;
+    private int height;
+
+    /**
+     * Initializes the scores with 8 random leaf nodes
+     */
+    public MiniMaxAlgorithm() {
+        scores = getRandomScores(3, 99);
+        height = log2(scores.length);
+    }
+
+    public static void main(String[] args) {
+        MiniMaxAlgorithm miniMaxAlgorith = new MiniMaxAlgorithm();
+        boolean isMaximizer = true; // Specifies the player that goes first.
+        boolean verbose = true; // True to show each players choices.
+        int bestScore;
+
+        bestScore = miniMaxAlgorith.miniMax(0, isMaximizer, 0, verbose);
+
+        if (verbose) {
+            System.out.println();
+        }
+
+        System.out.println(Arrays.toString(miniMaxAlgorith.getScores()));
+        System.out.println(
+                "The best score for " + (isMaximizer ? "Maximizer" : "Minimizer") + " is " + String.valueOf(bestScore));
+    }
+
+    /**
+     * Returns the optimal score assuming that both players play their best.
+     * 
+     * @param depth       Indicates how deep we are into the game tree.
+     * @param isMaximizer True if it is maximizers turn; otherwise false.
+     * @param index       Index of the leaf node that is being evaluated.
+     * @param verbose     True to show each players choices.
+     * @return The optimal score for the player that made the first move.
+     */
+    public int miniMax(int depth, boolean isMaximizer, int index, boolean verbose) {
+        int bestScore, score1, score2;
+
+        if (depth == height) { // Leaf node reached.
+            return scores[index];
+        }
+
+        score1 = miniMax(depth + 1, !isMaximizer, index * 2, verbose);
+        score2 = miniMax(depth + 1, !isMaximizer, (index * 2) + 1, verbose);
+
+        if (isMaximizer) {
+            // Maximizer player wants to get the maximum possible score.
+            bestScore = Math.max(score1, score2);
+        } else {
+            // Minimizer player wants to get the minimum possible score.
+            bestScore = Math.min(score1, score2);
+        }
+
+        // Leaf nodes can be sequentially inspected by
+        // recurssively multiplying (0 * 2) and ((0 * 2) + 1):
+        // (0 x 2) = 0; ((0 x 2) + 1) = 1
+        // (1 x 2) = 2; ((1 x 2) + 1) = 3
+        // (2 x 2) = 4; ((2 x 2) + 1) = 5 ...
+
+        if (verbose) {
+            System.out.println(String.format("From %02d and %02d, %s chooses %02d", score1, score2,
+                    (isMaximizer ? "Maximizer" : "Minimizer"), bestScore));
+        }
+
+        return bestScore;
+    }
+
+    /**
+     * Returns an array of random numbers which lenght is a power of 2.
+     * 
+     * @param size     The power of 2 that will determine the lenght of the array.
+     * @param maxScore The maximum possible score.
+     * @return An array of random numbers.
+     */
+    public static int[] getRandomScores(int size, int maxScore) {
+        int[] randomScores = new int[(int) Math.pow(2, size)];
+        Random rand = new Random();
+
+        for (int a : randomScores) {
+            a = rand.nextInt(maxScore) + 1;
+        }
+
+        return randomScores;
+    }
+
+    // A utility function to find Log n in base 2
+    private int log2(int n) {
+        return (n == 1) ? 0 : log2(n / 2) + 1;
+    }
+
+    public void setScores(int[] scores) {
+        if (scores.length % 1 == 0) {
+            this.scores = scores;
+            height = log2(this.scores.length);
+        } else {
+            System.out.println("The number of scores must be a power of 2.");
+        }
+    }
+
+    public int[] getScores() {
+        return scores;
+    }
+
+    public int getHeight() {
+        return height;
+    }
+}