Kadane algorithm finds the largest sum of a contiguous nonempty subarray.
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 | // Kadane Maximum Subarray in Java // // PURPOSE // Kadane algorithm finds the largest sum of a contiguous nonempty subarray. At each // position, a best ending subarray either extends the previous one or starts here. // // METHOD // Track the best sum ending at the current position and the best seen anywhere. If extending // is worse than restarting, start at the current value. // // COMPLEXITY // O(n) time and O(1) auxiliary space. // // CONTRACT // n >= 1. Returns the maximum sum, including the largest element when all values are // negative. Sums must fit the integer type. // 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: 6. // 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 maximum_subarray(int[] a) { java.util.Objects.requireNonNull(a, "a"); int n = a.length; alg_require(((n >= 0) && (n <= 1000000))); alg_require((a.length == n)); alg_require((n >= 1)); int ending = a[0]; int best = a[0]; int i = 1; while ((i < n)) { ending = Math.max(a[i], Math.addExact(ending, a[i])); best = Math.max(best, ending); i = Math.addExact(i, 1); } return best; } public static void main(String[] args) { int[] a = new int[] {-2, 1, -3, 4, -1, 2, 1, -5, 4}; int result = maximum_subarray(a); System.out.println(result); } } |