Unbounded knapsack maximizes value under a capacity limit while allowing unlimited copies of each item..
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 | using System; // Unbounded Knapsack in C# // // PURPOSE // Unbounded knapsack maximizes value under a capacity limit while allowing unlimited copies // of each item. // // METHOD // Process each item and scan capacities upward, allowing the current item to extend states // already improved by another copy of itself. // // COMPLEXITY // O(n * capacity) time, O(capacity) space; pseudo-polynomial. // // CONTRACT // Positive weights, nonnegative values, capacity >=0. Arrays have matching lengths. Returns // best value, which must fit signed 32-bit. // 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: 13. // 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 unbounded_knapsack(ReadOnlySpan<int> weights, ReadOnlySpan<int> values, int capacity) { checked { int n = weights.Length; alg_require(((n >= 0) && (n <= 1000000))); alg_require((weights.Length == n)); alg_require((values.Length == n)); alg_require(((capacity >= 0) && (capacity <= 1000000))); for (int alg_i = 0; alg_i < weights.Length; alg_i++) { int alg_value = weights[alg_i]; alg_require((alg_value > 0)); } for (int alg_i = 0; alg_i < values.Length; alg_i++) { int alg_value = values[alg_i]; alg_require((alg_value >= 0)); } int[] dp = new int[alg_size((capacity + 1))]; int i = 0; int c = 0; while ((i < n)) { c = weights[i]; while ((c <= capacity)) { dp[c] = Math.Max(dp[c], (dp[(c - weights[i])] + values[i])); c = (c + 1); } i = (i + 1); } return dp[capacity]; } } static void Main() { int[] weights = new int[] {2, 3}; int[] values = new int[] {4, 5}; int capacity = 7; int result = unbounded_knapsack(weights, values, capacity); Console.WriteLine(result); } } |