Ternary Search in Sorted Arrays in C++

Algorithms: Searching November 15, 2026 C++

Ternary search compares two interior positions to discard two thirds of a sorted interval..

cpp
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#include <stdio.h>
#include <vector>
#include <algorithm>
#include <stdexcept>
#include <cstdint>
#include <limits>
// Ternary Search in Sorted Arrays in C++
//
// PURPOSE
// Ternary search compares two interior positions to discard two thirds of a sorted interval.
//
// METHOD
// Compute two partition positions. Return a matching position, otherwise retain the left,
// middle, or right third containing the target.
//
// COMPLEXITY
// O(log n) time, O(1) space. Binary search generally uses fewer comparisons; this is
// distinct from optimization on unimodal functions.
//
// CONTRACT
// Ascending input; 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
// C++17: const vector references for inputs, mutable references for outputs, RAII workspace,
// standard lower_bound for LIS. Invalid inputs throw invalid_argument; overflow throws
// overflow_error; allocation failure propagates bad_alloc.
//
// EXAMPLE
// Expected return: 2.
// Run: g++ -std=c++17 -O2 example.cpp -o example && ./example
// Tests for this exact source artifact run before publication. The accompanying source
// archive includes unit cases, runtime results, and source hashes.

static int alg_min(int a, int b) { return a < b ? a : b; }
static int alg_max(int a, int b) { return a > b ? a : b; }
static void alg_require(bool valid) { if (!valid) throw std::invalid_argument("invalid algorithm input"); }
static int alg_checked(int64_t v) { if (v < INT32_MIN || v > INT32_MAX) throw std::overflow_error("32-bit result overflow"); return (int)v; }
static int alg_add(int a,int b) { return alg_checked((int64_t)a+b); }
static int alg_sub(int a,int b) { return alg_checked((int64_t)a-b); }
static int alg_mul(int a,int b) { return alg_checked((int64_t)a*b); }
static size_t alg_size(int n) { alg_require(n>=0 && n<=4000000); return (size_t)n; }

int ternary_search(const std::vector<int>& a, int target) {
    alg_require(a.size() <= 1000000);
    int n = (int)a.size();
    alg_require(((n >= 0) && (n <= 1000000)));
    alg_require(((int)a.size() == n));
    int low = 0;
    int high = alg_sub(n, 1);
    int third = 0;
    int first = 0;
    int second = 0;
    while ((low <= high)) {
        third = (alg_sub(high, low) / 3);
        first = alg_add(low, third);
        second = alg_sub(high, third);
        if ((a[first] == target)) {
            return first;
        }
        if ((a[second] == target)) {
            return second;
        }
        if ((target < a[first])) {
            high = alg_sub(first, 1);
        } else {
            if ((target > a[second])) {
                low = alg_add(second, 1);
            } else {
                low = alg_add(first, 1);
                high = alg_sub(second, 1);
            }
        }
    }
    return alg_sub(0, 1);
}

int main(void) {
    std::vector<int> a = {1, 3, 5, 7};
    int target = 5;
    int result = ternary_search(a, target);
    printf("%d\n", result);
    return 0;
}