Knapsack chooses items with maximum total value under a weight limit, using each item at most once.
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 | <?php declare(strict_types=1); // 0-1 Knapsack in PHP // // PURPOSE // Knapsack chooses items with maximum total value under a weight limit, using each item at // most once. The one-dimensional table stores the best value for each capacity. // // METHOD // Process items one at a time and capacities downward. Compare skipping the item with adding // its value to the previous best at the remaining capacity. Descending capacities prevent // reusing the current item. // // COMPLEXITY // O(n * capacity) time and O(capacity) auxiliary space; pseudo-polynomial. // // CONTRACT // Weights are positive, values nonnegative, capacity >= 0. Both arrays have n entries. // Returns best value, not the chosen item set. // 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: 9. // 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 knapsack(array $weights, array $values, int $capacity): int { alg_require(array_is_list($weights)); alg_require(array_is_list($values)); $n = count($weights); alg_require((($n >= 0) && ($n <= 1000000))); alg_require((count($weights) == $n)); alg_require((count($values) == $n)); alg_require((($capacity >= 0) && ($capacity <= 1000000))); for ($alg_i = 0; $alg_i < count($weights); $alg_i++) { $alg_value = $weights[$alg_i]; alg_require(($alg_value > 0)); } for ($alg_i = 0; $alg_i < count($values); $alg_i++) { $alg_value = $values[$alg_i]; alg_require(($alg_value >= 0)); } $dp = array_fill(0, alg_size(alg_add($capacity, 1)), 0); $i = 0; $c = 0; while (($i < $n)) { $c = $capacity; while (($c >= $weights[$i])) { $dp[$c] = max($dp[$c], alg_add($dp[alg_sub($c, $weights[$i])], $values[$i])); $c = alg_sub($c, 1); } $i = alg_add($i, 1); } return $dp[$capacity]; } $weights = [2, 3, 4]; $values = [4, 5, 7]; $capacity = 5; $result = knapsack($weights, $values, $capacity); echo $result, PHP_EOL; |