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MD ARIFUL HAQUE
MD ARIFUL HAQUE

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3336. Find the Number of Subsequences With Equal GCD

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3336. Find the Number of Subsequences With Equal GCD

Difficulty: Hard

Topics: Senior Staff, Array, Math, Dynamic Programming, Number Theory, Weekly Contest 421

You are given an integer array nums.

Your task is to find the number of pairs of non-empty subsequences1 (seq1, seq2) of nums that satisfy the following conditions:

  • The subsequences seq1 and seq2 are disjoint, meaning no index of nums is common between them.
  • The GCD2 of the elements of seq1 is equal to the GCD of the elements of seq2.

Return the total number of such pairs.

Since the answer may be very large, return it modulo 10⁹ + 7.

Example 1:

  • Input: nums = [1,2,3,4]
  • Output: 10
  • Explanation:
    • The subsequence pairs which have the GCD of their elements equal to 1 are:
    • ([1, 2, 3, 4], [1, 2, 3, 4])
    • ([1, 2, 3, 4], [1, 2, 3, 4])
    • ([1, 2, 3, 4], [1, 2, 3, 4])
    • ([1, 2, 3, 4], [1, 2, 3, 4])
    • ([1, 2, 3, 4], [1, 2, 3, 4])
    • ([1, 2, 3, 4], [1, 2, 3, 4])
    • ([1, 2, 3, 4], [1, 2, 3, 4])
    • ([1, 2, 3, 4], [1, 2, 3, 4])
    • ([1, 2, 3, 4], [1, 2, 3, 4])
    • ([1, 2, 3, 4], [1, 2, 3, 4])

Example 2:

  • Input: nums = [10,20,30]
  • Output: 2
  • Explanation:
    • The subsequence pairs which have the GCD of their elements equal to 10 are:
      • ([10, 20, 30], [10, 20, 30])
      • ([10, 20, 30], [10, 20, 30])

Example 3:

  • Input: nums = [1,1,1,1]
  • Output: 50

Example 4:

  • Input: nums = [5]
  • Output: 0

Example 5:

  • Input: nums = [2,2]
  • Output: 2

Example 6:

  • Input: nums = [1,1]
  • Output: 2

Example 7:

  • Input: nums = [100,200,150]
  • Output: 0

Example 8:

  • Input: nums = [6,10,15]
  • Output: 0

Example 9:

  • Input: nums = [2,4,8]
  • Output: 0

Example 10:

  • Input: nums = [1]
  • Output: 0

Constraints:

  • 1 <= nums.length <= 200
  • 1 <= nums[i] <= 200

Hint:

  1. Use dynamic programming to store number of subsequences up till index i with GCD g1 and g2.

Similar Questions:

  1. 1979. Find Greatest Common Divisor of Array

Solution:

We present a dynamic programming solution to count pairs of disjoint non-empty subsequences with equal GCD. Our approach tracks the number of ways to form two subsequences with specific GCD values simultaneously, processing each array element sequentially while deciding whether to skip it or assign it to either subsequence.

Approach

  • State Definition: Use dp[g1][g2] to store the number of ways to build two subsequences where the first has GCD g1 and the second has GCD g2
  • Base Case: Initialize dp[0][0] = 1 representing empty subsequences for both
  • Transition: For each element x in nums:
    • Skip the element (copy current dp state)
    • Add x to first subsequence: update GCD from g1 to gcd(g1, x)
    • Add x to second subsequence: update GCD from g2 to gcd(g2, x)
  • Result Collection: Sum all dp[g][g] for g >= 1 to count pairs with equal GCD
  • Modulo Operations: Apply mod = 10⁹ + 7 to prevent overflow

Let's implement this solution in PHP: 3336. Find the Number of Subsequences With Equal GCD

<?php
/**
 * @param Integer[] $nums
 * @return Integer
 */
function subsequencePairCount(array $nums): int
{
    $mod = 1000000007;
    $maxVal = 200;

    // dp[g1][g2] = number of ways
    $dp = array_fill(0, $maxVal + 1, array_fill(0, $maxVal + 1, 0));
    $dp[0][0] = 1; // empty subsequences

    foreach ($nums as $x) {
        $newDp = $dp; // skip current element

        for ($g1 = 0; $g1 <= $maxVal; $g1++) {
            for ($g2 = 0; $g2 <= $maxVal; $g2++) {
                if ($dp[$g1][$g2] == 0) continue;
                $val = $dp[$g1][$g2];

                // Add x to first subsequence
                $ng1 = $g1 == 0 ? $x : gcd($g1, $x);
                $newDp[$ng1][$g2] = ($newDp[$ng1][$g2] + $val) % $mod;

                // Add x to second subsequence
                $ng2 = $g2 == 0 ? $x : gcd($g2, $x);
                $newDp[$g1][$ng2] = ($newDp[$g1][$ng2] + $val) % $mod;
            }
        }

        $dp = $newDp;
    }

    $result = 0;
    for ($g = 1; $g <= $maxVal; $g++) {
        $result = ($result + $dp[$g][$g]) % $mod;
    }

    return $result;
}

/**
 * @param $a
 * @param $b
 * @return mixed
 */
function gcd($a, $b): mixed
{
    while ($b != 0) {
        $t = $b;
        $b = $a % $b;
        $a = $t;
    }
    return $a;
}

// Test cases
echo subsequencePairCount([1,2,3,4]) .  "\n";           // Output: 10
echo subsequencePairCount([10,20,30]) .  "\n";          // Output: 2
echo subsequencePairCount([1,1,1,1]) .  "\n";           // Output: 50
echo subsequencePairCount([5]) .  "\n";                 // Output: 0
echo subsequencePairCount([2,2]) .  "\n";               // Output: 2
echo subsequencePairCount([1,1]) .  "\n";               // Output: 2
echo subsequencePairCount([100,200,150]) .  "\n";       // Output: 0
echo subsequencePairCount([6,10,15]) .  "\n";           // Output: 0
echo subsequencePairCount([2,4,8]) .  "\n";             // Output: 0
echo subsequencePairCount([1]) .  "\n";                 // Output: 0
?>
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Explanation:

  • GCD Transition Logic: When GCD is 0 (empty subsequence), adding an element sets the GCD to that element's value. Otherwise, we compute gcd(current_gcd, new_element).
  • Disjointness Guarantee: By processing each element once with three choices (skip, add to seq1, add to seq2), we ensure each index belongs to at most one subsequence.
  • Non-empty Constraint: We exclude dp[0][0] from the final result since both subsequences must be non-empty.
  • Time-Optimized DP: The maximum GCD value is bounded by max(nums[i]) ≤ 200, allowing a 201×201 DP table regardless of array length.
  • Combinatorial Counting: Each path through the DP represents a unique assignment of elements to subsequences or skip, mapping directly to a valid subsequence pair.
  • Edge Case Handling: Elements with value 1 work correctly since gcd(1, x) = 1 for any x.

Complexity Analysis

  • Time Complexity: O(n * M² * log M) where n = len(nums), M = max(nums) ≤ 200. The log M factor comes from computing gcd during transitions. With M fixed at 200, this is essentially O(n) with a constant factor of 40,000 state transitions per element.
  • Space Complexity: O(M²) for the DP table, which is constant at 201 × 201 = 40401 cells, independent of input size.

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  1. Subsequence: A subsequence is an array that can be derived from another array by deleting some or no elements without changing the order of the remaining elements. ↩

  2. GCD: The term gcd(a, b) denotes the greatest common divisor of a and b. ↩

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