Interpolation search estimates the target position from endpoint values, which can help on roughly uniform numeric data..
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 | <?php declare(strict_types=1); // Interpolation Search in PHP // // PURPOSE // Interpolation search estimates the target position from endpoint values, which can help on // roughly uniform numeric data. // // METHOD // Estimate a position proportional to the target value between endpoint values. Compare // there and discard the impossible side. Handle equal endpoints separately. // // COMPLEXITY // Expected O(log log n) comparisons for suitable uniform distributions; O(n) worst case, // O(1) space. // // CONTRACT // Ascending nonnegative integers <= 10000; n <= 10000 so the interpolation product fits // signed 32-bit. Returns any matching index or -1. // 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: 2. // 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 interpolation_search(array $a, int $target): int { alg_require(array_is_list($a)); $n = count($a); alg_require((($n >= 0) && ($n <= 1000000))); alg_require((count($a) == $n)); alg_require(($n <= 10000)); for ($alg_i = 0; $alg_i < count($a); $alg_i++) { $alg_value = $a[$alg_i]; alg_require((($alg_value >= 0) && ($alg_value <= 10000))); } $low = 0; $high = alg_sub($n, 1); $pos = 0; while ((($low <= $high) && ($target >= $a[$low]) && ($target <= $a[$high]))) { if (($a[$low] == $a[$high])) { return $low; } $pos = alg_add($low, intdiv(alg_mul(alg_sub($target, $a[$low]), alg_sub($high, $low)), alg_sub($a[$high], $a[$low]))); if (($a[$pos] == $target)) { return $pos; } if (($a[$pos] < $target)) { $low = alg_add($pos, 1); } else { $high = alg_sub($pos, 1); } } return alg_sub(0, 1); } $a = [0, 10, 20, 30]; $target = 20; $result = interpolation_search($a, $target); echo $result, PHP_EOL; |