Coin Change Combination Count in Java

// Coin Change Combination Count in Java
//
// PURPOSE
// This algorithm counts unordered combinations of reusable denominations. Putting the coin
// loop outside the amount loop prevents counting different orders as different combinations.
//
// METHOD
// There is one way to make zero: choose no coins. Process each denomination once and update
// amounts upward so that the same denomination can be reused.
//
// COMPLEXITY
// O(m * amount) time and O(amount) auxiliary space; pseudo-polynomial.
//
// CONTRACT
// Denominations are distinct positive integers, amount >= 0. Counts and array sizes must
// fit. Duplicate denominations would overcount.
// Public APIs infer array lengths except in C, which accepts pointer/length pairs. Vertex
// counts and matrix dimensions remain explicit. Arrays must contain signed 32-bit integers.
// Sorted order, correct tree topology, and caller-owned data-structure invariants are
// preconditions; checking them on every query would change query complexity.
// Scalar and shape checks are included. Value-range checks are included where needed to
// prevent invalid indexing or nontermination. Allocation sizes are capped at 4,000,000
// workspace entries. Arithmetic outside Python raises an error on 32-bit overflow; Python
// uses arbitrary precision. Native allocation failures propagate. In-place outputs may be
// partly updated after arithmetic failure. These are single-threaded, in-memory
// implementations.
//
// LANGUAGE DETAILS
// Java 17+: primitive int arrays, Arrays.binarySearch for LIS, and Math exact arithmetic.
// Invalid input throws IllegalArgumentException; arithmetic overflow throws
// ArithmeticException.
//
// EXAMPLE
// Expected return: 4.
// Run: javac AlgorithmExample.java && java AlgorithmExample
// Tests for this exact source artifact run before publication. The accompanying source
// archive includes unit cases, runtime results, and source hashes.

class AlgorithmExample {
    static void alg_require(boolean valid) { if (!valid) throw new IllegalArgumentException("invalid algorithm input"); }
    static int alg_size(int n) { alg_require(n>=0 && n<=4000000); return n; }

    static int coin_combinations(int[] coins, int amount) {
        java.util.Objects.requireNonNull(coins, "coins");
        int m = coins.length;
        alg_require(((m >= 0) && (m <= 1000000)));
        alg_require((coins.length == m));
        alg_require(((amount >= 0) && (amount <= 1000000)));
        for (int alg_i = 0; alg_i < coins.length; alg_i++) {
            int alg_value = coins[alg_i];
            alg_require((alg_value > 0));
        }
        int[] dp = new int[alg_size(Math.addExact(amount, 1))];
        dp[0] = 1;
        int j = 0;
        int x = 0;
        while ((j < m)) {
            x = coins[j];
            while ((x <= amount)) {
                dp[x] = Math.addExact(dp[x], dp[Math.subtractExact(x, coins[j])]);
                x = Math.addExact(x, 1);
            }
            j = Math.addExact(j, 1);
        }
        return dp[amount];
    }

    public static void main(String[] args) {
        int[] coins = new int[] {1, 2, 5};
        int amount = 5;
        int result = coin_combinations(coins, amount);
        System.out.println(result);
    }
}