Matrix-chain DP chooses the parenthesization requiring the fewest scalar multiplications without changing matrix order..
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 | <?php declare(strict_types=1); // Matrix Chain Multiplication in PHP // // PURPOSE // Matrix-chain DP chooses the parenthesization requiring the fewest scalar multiplications // without changing matrix order. // // METHOD // For each interval length, try every split and combine both subchain costs with the // multiplication cost of their results. // // COMPLEXITY // O(n cubed) time and O(n squared) space for n matrices. // // CONTRACT // dimensions has n+1 positive entries; matrix i has dimensions[i] by dimensions[i+1]. n>=1. // All candidate costs must be < 1000000000. // 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: 4500. // 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 matrix_chain(array $dimensions): int { alg_require(array_is_list($dimensions)); $n = alg_sub(count($dimensions), 1); alg_require((($n >= 0) && ($n <= 1000000))); alg_require((count($dimensions) == alg_add($n, 1))); alg_require(($n >= 1)); for ($alg_i = 0; $alg_i < count($dimensions); $alg_i++) { $alg_value = $dimensions[$alg_i]; alg_require((($alg_value > 0) && ($alg_value <= 1000))); } $dp = array_fill(0, alg_size(alg_mul($n, $n)), 0); $length = 2; $left = 0; $right = 0; $split = 0; $candidate = 0; while (($length <= $n)) { $left = 0; while ((alg_add($left, $length) <= $n)) { $right = alg_sub(alg_add($left, $length), 1); $dp[alg_add(alg_mul($left, $n), $right)] = 1000000000; $split = $left; while (($split < $right)) { $candidate = alg_add(alg_add($dp[alg_add(alg_mul($left, $n), $split)], $dp[alg_add(alg_mul(alg_add($split, 1), $n), $right)]), alg_mul(alg_mul($dimensions[$left], $dimensions[alg_add($split, 1)]), $dimensions[alg_add($right, 1)])); $dp[alg_add(alg_mul($left, $n), $right)] = min($dp[alg_add(alg_mul($left, $n), $right)], $candidate); $split = alg_add($split, 1); } $left = alg_add($left, 1); } $length = alg_add($length, 1); } return $dp[alg_sub($n, 1)]; } $dimensions = [10, 30, 5, 60]; $result = matrix_chain($dimensions); echo $result, PHP_EOL; |