BFS explores an unweighted graph one distance layer at a time.
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 | using System; // Breadth First Search Shortest Path in C# // // PURPOSE // BFS explores an unweighted graph one distance layer at a time. The first discovery of a // vertex gives its shortest number of edges from the source. // // METHOD // Put the source into a FIFO queue and mark its distance zero. Remove vertices in order and // enqueue each undiscovered neighbor with distance one greater. Mark on enqueue so each // vertex enters at most once. // // COMPLEXITY // O(n squared) time with this adjacency matrix and O(n) auxiliary space. An adjacency-list // implementation is O(V+E). // // CONTRACT // graph is a flattened n by n 0/1 adjacency matrix, n >= 1, source and target are valid // vertices. Directed edges are supported. Returns distance or -1. // 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 // C# / .NET 10: ReadOnlySpan<int> inputs, Span<int> outputs, primitive workspace arrays, // Array.BinarySearch for LIS, and checked integer arithmetic. Invalid arguments and overflow // throw exceptions. // // EXAMPLE // Expected return: 2. // Run: Use Program.cs in a net10.0 console project; dotnet run. // Tests for this exact source artifact run before publication. The accompanying source // archive includes unit cases, runtime results, and source hashes. class Program { static void alg_require(bool valid) { if (!valid) throw new ArgumentException("invalid algorithm input"); } static int alg_size(int n) { alg_require(n>=0 && n<=4000000); return n; } static int bfs_distance(ReadOnlySpan<int> graph, int n, int source, int target) { checked { alg_require(((n >= 0) && (n <= 1000000))); alg_require((graph.Length == (n * n))); alg_require(((n >= 1) && (source >= 0) && (source < n))); alg_require(((target >= 0) && (target < n))); int[] distance = new int[alg_size(n)]; int[] queue = new int[alg_size(n)]; int v = 0; int u = 0; int head = 0; int tail = 1; while ((v < n)) { distance[v] = (-1); v = (v + 1); } distance[source] = 0; queue[0] = source; while ((head < tail)) { u = queue[head]; head = (head + 1); v = 0; while ((v < n)) { if (((graph[((u * n) + v)] != 0) && (distance[v] == (-1)))) { distance[v] = (distance[u] + 1); queue[tail] = v; tail = (tail + 1); } v = (v + 1); } } return distance[target]; } } static void Main() { int[] graph = new int[] {0, 1, 0, 0, 0, 1, 0, 0, 0}; int n = 3; int source = 0; int target = 2; int result = bfs_distance(graph, n, source, target); Console.WriteLine(result); } } |