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 82 | "use strict"; // Unbounded Knapsack in JavaScript // // 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 // 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: 13. // 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 unbounded_knapsack(weights, values, capacity) { alg_require(weights instanceof Int32Array); alg_require(values instanceof Int32Array); alg_require(Number.isInteger(capacity) && capacity >= -2147483648 && capacity <= 2147483647); let 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 (let alg_i = 0; alg_i < weights.length; alg_i++) { let alg_value = weights[alg_i]; alg_require((alg_value > 0)); } for (let alg_i = 0; alg_i < values.length; alg_i++) { let alg_value = values[alg_i]; alg_require((alg_value >= 0)); } let dp = new Int32Array(alg_size(alg_add(capacity, 1))); let i = 0; let c = 0; while ((i < n)) { c = weights[i]; while ((c <= capacity)) { dp[c] = Math.max(dp[c], alg_add(dp[alg_sub(c, weights[i])], values[i])); c = alg_add(c, 1); } i = alg_add(i, 1); } return dp[capacity]; } let weights = new Int32Array([2, 3]); let values = new Int32Array([4, 5]); let capacity = 7; let result = unbounded_knapsack(weights, values, capacity); console.log(result); |