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 | <?php declare(strict_types=1); // Subset Sum Decision in PHP // // 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 // PHP 8.1+ on a 64-bit runtime: packed arrays, strict scalar types, read-only inputs by // value using copy-on-write, references only for outputs, and checked 32-bit arithmetic. // Invalid input and overflow throw exceptions. PHP arrays have higher overhead than native // packed buffers in C/Java. // // EXAMPLE // Expected return: 1. // Run: php example.php // Tests for this exact source artifact run before publication. The accompanying source // archive includes unit cases, runtime results, and source hashes. function alg_require(bool $valid): void { if (!$valid) throw new InvalidArgumentException("invalid algorithm input"); } function alg_checked(int|float $v): int { if ($v < -2147483648 || $v > 2147483647 || floor($v) != $v) throw new OverflowException("32-bit result overflow"); return (int)$v; } function alg_add(int $a,int $b): int { return alg_checked($a+$b); } function alg_sub(int $a,int $b): int { return alg_checked($a-$b); } function alg_mul(int $a,int $b): int { return alg_checked($a*$b); } function alg_size(int $n): int { alg_require($n>=0 && $n<=4000000); return $n; } function subset_sum(array $a, int $target): int { alg_require(array_is_list($a)); $n = count($a); alg_require((($n >= 0) && ($n <= 1000000))); alg_require((count($a) == $n)); alg_require((($target >= 0) && ($target <= 1000000))); for ($alg_i = 0; $alg_i < count($a); $alg_i++) { $alg_value = $a[$alg_i]; alg_require(($alg_value >= 0)); } $dp = array_fill(0, alg_size(alg_add($target, 1)), 0); $dp[0] = 1; $i = 0; $s = 0; while (($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]; } $a = [3, 4, 5]; $target = 9; $result = subset_sum($a, $target); echo $result, PHP_EOL; |