Minimum coin change finds the fewest coins needed to make an exact amount when each denomination can be reused.
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"; // Minimum Coin Change in JavaScript // // PURPOSE // Minimum coin change finds the fewest coins needed to make an exact amount when each // denomination can be reused. Greedy selection fails for arbitrary denominations. // // METHOD // Set the zero amount to zero coins and other amounts to an unreachable sentinel. For each // amount, consider every coin and extend a reachable smaller amount by one coin. // // COMPLEXITY // O(amount * m) time and O(amount) auxiliary space for m denominations; pseudo-polynomial in // the numeric amount. // // CONTRACT // amount >= 0, all coins > 0, m is their count. Returns -1 if impossible. The sentinel // amount+1 must fit. // 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: 2. // 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 minimum_coins(coins, amount) { alg_require(coins instanceof Int32Array); alg_require(Number.isInteger(amount) && amount >= -2147483648 && amount <= 2147483647); let m = coins.length; alg_require(((m >= 0) && (m <= 1000000))); alg_require((coins.length == m)); alg_require(((amount >= 0) && (amount <= 1000000))); for (let alg_i = 0; alg_i < coins.length; alg_i++) { let alg_value = coins[alg_i]; alg_require((alg_value > 0)); } let dp = new Int32Array(alg_size(alg_add(amount, 1))); let x = 1; let j = 0; while ((x <= amount)) { dp[x] = alg_add(amount, 1); j = 0; while ((j < m)) { if ((coins[j] <= x)) { dp[x] = Math.min(dp[x], alg_add(dp[alg_sub(x, coins[j])], 1)); } j = alg_add(j, 1); } x = alg_add(x, 1); } if ((dp[amount] > amount)) { return alg_sub(0, 1); } return dp[amount]; } let coins = new Int32Array([1, 3, 4]); let amount = 6; let result = minimum_coins(coins, amount); console.log(result); |