Transitive closure records whether every vertex can reach every other vertex.
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 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 | // Warshall Transitive Closure in Java // // PURPOSE // Transitive closure records whether every vertex can reach every other vertex. Warshall is // the Boolean counterpart of Floyd-Warshall. // // METHOD // Mark each vertex reachable from itself. For every intermediate k, mark i-to-j reachable // whenever i reaches k and k reaches j. The matrix accumulates reachability through the // processed intermediates. // // COMPLEXITY // O(n cubed) time and O(1) auxiliary space beyond the caller-owned matrix. // // CONTRACT // Mutates a flattened n by n 0/1 adjacency matrix to reflexive transitive closure. Returns // 0. A vertex reaches itself via a path of zero edges. // 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: 0. // Expected graph after call: [1, 1, 1, 0, 1, 1, 0, 0, 1]. // 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 transitive_closure(int[] graph, int n) { java.util.Objects.requireNonNull(graph, "graph"); alg_require(((n >= 0) && (n <= 1000000))); alg_require((graph.length == Math.multiplyExact(n, n))); int i = 0; int j = 0; int k = 0; while ((i < n)) { graph[Math.addExact(Math.multiplyExact(i, n), i)] = 1; i = Math.addExact(i, 1); } while ((k < n)) { i = 0; while ((i < n)) { j = 0; while ((j < n)) { if (((graph[Math.addExact(Math.multiplyExact(i, n), k)] != 0) && (graph[Math.addExact(Math.multiplyExact(k, n), j)] != 0))) { graph[Math.addExact(Math.multiplyExact(i, n), j)] = 1; } j = Math.addExact(j, 1); } i = Math.addExact(i, 1); } k = Math.addExact(k, 1); } return 0; } public static void main(String[] args) { int[] graph = new int[] {0, 1, 0, 0, 0, 1, 0, 0, 0}; int n = 3; int result = transitive_closure(graph, n); System.out.println(result); System.out.println(java.util.Arrays.toString(graph)); // Expected graph: [1, 1, 1, 0, 1, 1, 0, 0, 1] } } |