DFS follows a branch deeply before returning to pending branches.
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 | // Depth First Search Reachability in Java // // PURPOSE // DFS follows a branch deeply before returning to pending branches. An explicit stack avoids // language recursion limits for reachability exploration. // // METHOD // Push the source and mark it. Pop a vertex, count it, then mark and push each unseen // neighbor. Marking when pushed bounds stack entries to at most n. // // COMPLEXITY // O(n squared) time with a matrix and O(n) auxiliary space. Adjacency lists reduce traversal // to O(V+E). // // CONTRACT // Flattened n by n 0/1 matrix, n >= 1, valid source. Returns the number of reachable // vertices INCLUDING source. Directed edges supported. // 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: 3. // 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 dfs_reachable(int[] graph, int n, int source) { java.util.Objects.requireNonNull(graph, "graph"); alg_require(((n >= 0) && (n <= 1000000))); alg_require((graph.length == Math.multiplyExact(n, n))); alg_require(((n >= 1) && (source >= 0) && (source < n))); int[] seen = new int[alg_size(n)]; int[] stack = new int[alg_size(n)]; int top = 1; int count = 0; int u = 0; int v = 0; stack[0] = source; seen[source] = 1; while ((top > 0)) { top = Math.subtractExact(top, 1); u = stack[top]; count = Math.addExact(count, 1); v = 0; while ((v < n)) { if (((graph[Math.addExact(Math.multiplyExact(u, n), v)] != 0) && (seen[v] == 0))) { seen[v] = 1; stack[top] = v; top = Math.addExact(top, 1); } v = Math.addExact(v, 1); } } return count; } public static void main(String[] args) { int[] graph = new int[] {0, 1, 0, 0, 0, 1, 0, 0, 0}; int n = 3; int source = 0; int result = dfs_reachable(graph, n, source); System.out.println(result); } } |