Quickselect finds a zero-based order statistic without fully sorting the input..
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 88 89 90 91 92 93 94 95 96 97 98 99 100 | // Quickselect in Java // // PURPOSE // Quickselect finds a zero-based order statistic without fully sorting the input. // // METHOD // Partition around the middle-position pivot using a three-way partition. Retain only the // side containing rank k, or return the pivot when k lies in the equal region. // // COMPLEXITY // O(n) expected time for random input; O(n squared) worst case for this deterministic pivot. // O(1) auxiliary space. // // CONTRACT // 0 <= k < n. Mutates input. Returns the kth smallest value, counting duplicates. // 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 // Java 17+: primitive int arrays, Arrays.binarySearch for LIS, and Math exact arithmetic. // Invalid input throws IllegalArgumentException; arithmetic overflow throws // ArithmeticException. // // EXAMPLE // Expected return: 5. // Expected a after call: [2, 2, 5, 7, 9]. // Run: javac AlgorithmExample.java && java AlgorithmExample // Tests for this exact source artifact run before publication. The accompanying source // archive includes unit cases, runtime results, and source hashes. class AlgorithmExample { static void alg_require(boolean valid) { if (!valid) throw new IllegalArgumentException("invalid algorithm input"); } static int alg_size(int n) { alg_require(n>=0 && n<=4000000); return n; } static int quickselect(int[] a, int k) { java.util.Objects.requireNonNull(a, "a"); int n = a.length; alg_require(((n >= 0) && (n <= 1000000))); alg_require((a.length == n)); alg_require(((k >= 0) && (k < n))); int low = 0; int high = Math.subtractExact(n, 1); int left = 0; int mid = 0; int right = 0; int pivot = 0; int temp = 0; while ((low <= high)) { pivot = a[Math.addExact(low, (Math.subtractExact(high, low) / 2))]; left = low; mid = low; right = high; while ((mid <= right)) { if ((a[mid] < pivot)) { temp = a[left]; a[left] = a[mid]; a[mid] = temp; left = Math.addExact(left, 1); mid = Math.addExact(mid, 1); } else { if ((a[mid] > pivot)) { temp = a[mid]; a[mid] = a[right]; a[right] = temp; right = Math.subtractExact(right, 1); } else { mid = Math.addExact(mid, 1); } } } if ((k < left)) { high = Math.subtractExact(left, 1); } else { if ((k > right)) { low = Math.addExact(right, 1); } else { return pivot; } } } return Math.negateExact(1); } public static void main(String[] args) { int[] a = new int[] {7, 2, 9, 2, 5}; int k = 2; int result = quickselect(a, k); System.out.println(result); // Expected a: [2, 2, 5, 7, 9] System.out.println(java.util.Arrays.toString(a)); } } |