Subset sum asks whether some selection of items totals an exact target.
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 | #include <stdio.h> #include <vector> #include <algorithm> #include <stdexcept> #include <cstdint> #include <limits> // Subset Sum Decision in C++ // // PURPOSE // Subset sum asks whether some selection of items totals an exact target. A reachability // table records which sums can be formed. // // METHOD // Mark zero reachable. For each item, scan sums downward and mark a sum reachable if it // already was or if the sum minus the item was reachable before this item. // // COMPLEXITY // O(n * target) time and O(target) auxiliary space; pseudo-polynomial. // // CONTRACT // Items and target are nonnegative integers. Each input position can be used once. Returns 1 // if reachable, 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 // C++17: const vector references for inputs, mutable references for outputs, RAII workspace, // standard lower_bound for LIS. Invalid inputs throw invalid_argument; overflow throws // overflow_error; allocation failure propagates bad_alloc. // // EXAMPLE // Expected return: 1. // Run: g++ -std=c++17 -O2 example.cpp -o example && ./example // Tests for this exact source artifact run before publication. The accompanying source // archive includes unit cases, runtime results, and source hashes. static int alg_min(int a, int b) { return a < b ? a : b; } static int alg_max(int a, int b) { return a > b ? a : b; } static void alg_require(bool valid) { if (!valid) throw std::invalid_argument("invalid algorithm input"); } static int alg_checked(int64_t v) { if (v < INT32_MIN || v > INT32_MAX) throw std::overflow_error("32-bit result overflow"); return (int)v; } static int alg_add(int a,int b) { return alg_checked((int64_t)a+b); } static int alg_sub(int a,int b) { return alg_checked((int64_t)a-b); } static int alg_mul(int a,int b) { return alg_checked((int64_t)a*b); } static size_t alg_size(int n) { alg_require(n>=0 && n<=4000000); return (size_t)n; } int subset_sum(const std::vector<int>& a, int target) { alg_require(a.size() <= 1000000); int n = (int)a.size(); alg_require(((n >= 0) && (n <= 1000000))); alg_require(((int)a.size() == n)); alg_require(((target >= 0) && (target <= 1000000))); for (int alg_i = 0; alg_i < (int)a.size(); alg_i++) { int alg_value = a[alg_i]; alg_require((alg_value >= 0)); } std::vector<int> dp(alg_size(alg_add(target, 1)), 0); dp[0] = 1; int i = 0; int s = 0; while ((i < n)) { s = target; while ((s >= a[i])) { if ((dp[alg_sub(s, a[i])] != 0)) { dp[s] = 1; } s = alg_sub(s, 1); } i = alg_add(i, 1); } return dp[target]; } int main(void) { std::vector<int> a = {3, 4, 5}; int target = 9; int result = subset_sum(a, target); printf("%d\n", result); return 0; } |