DFS detects a directed cycle when an edge points to a vertex still active in the current search path..
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 82 83 84 85 86 87 88 89 90 91 92 | "use strict"; // Directed Cycle Detection by DFS in JavaScript // // PURPOSE // DFS detects a directed cycle when an edge points to a vertex still active in the current // search path. // // METHOD // Use an explicit stack and per-vertex next-neighbor positions. Mark vertices active on // entry and finished on exit. An edge to an active vertex is a back edge. // // COMPLEXITY // O(n squared) matrix traversal time and O(n) auxiliary space. // // CONTRACT // Flattened n by n 0/1 directed adjacency matrix; returns 1 if a cycle exists, otherwise 0. // 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 // Node.js 18+: Int32Array inputs and workspaces provide compact integer storage. Automatic // lengths and checked arithmetic reject values outside signed 32-bit. Invalid inputs or // overflow throw RangeError. // // EXAMPLE // Expected return: 1. // Run: node example.js // Tests for this exact source artifact run before publication. The accompanying source // archive includes unit cases, runtime results, and source hashes. function alg_require(valid) { if (!valid) throw new RangeError("invalid algorithm input"); } function alg_checked(v) { if (!Number.isInteger(v) || v < -2147483648 || v > 2147483647) throw new RangeError("32-bit result overflow"); return v; } function alg_add(a,b) { return alg_checked(a+b); } function alg_sub(a,b) { return alg_checked(a-b); } function alg_mul(a,b) { return alg_checked(a*b); } function alg_size(n) { alg_require(Number.isInteger(n) && n>=0 && n<=4000000); return n; } function directed_cycle(graph, n) { alg_require(graph instanceof Int32Array); alg_require(Number.isInteger(n) && n >= -2147483648 && n <= 2147483647); alg_require(((n >= 0) && (n <= 1000000))); alg_require((graph.length == alg_mul(n, n))); let color = new Int32Array(alg_size(alg_add(n, 1))); let stack = new Int32Array(alg_size(alg_add(n, 1))); let next_vertex = new Int32Array(alg_size(alg_add(n, 1))); let source = 0; let top = 0; let u = 0; let v = 0; while ((source < n)) { if ((color[source] == 0)) { top = 1; stack[0] = source; color[source] = 1; while ((top > 0)) { u = stack[alg_sub(top, 1)]; if ((next_vertex[u] == n)) { color[u] = 2; top = alg_sub(top, 1); } else { v = next_vertex[u]; next_vertex[u] = alg_add(next_vertex[u], 1); if ((graph[alg_add(alg_mul(u, n), v)] != 0)) { if ((color[v] == 1)) { return 1; } if ((color[v] == 0)) { color[v] = 1; stack[top] = v; top = alg_add(top, 1); } } } } } source = alg_add(source, 1); } return 0; } let graph = new Int32Array([0, 1, 1, 0]); let n = 2; let result = directed_cycle(graph, n); console.log(result); |