Weekly Contest 72 leetcode 786. K-th Smallest Prime Fraction

A sorted list A contains 1, plus some number of primes.  Then, for every p < q in the list, we consider the fraction p/q.

What is the K-th smallest fraction considered?  Return your answer as an array of ints, where answer[0] = p and answer[1] = q.

Examples:
Input: A = [1, 2, 3, 5], K = 3
Output: [2, 5]
Explanation:
The fractions to be considered in sorted order are:
1/5, 1/3, 2/5, 1/2, 3/5, 2/3.
The third fraction is 2/5.

Input: A = [1, 7], K = 1
Output: [1, 7]

Note:

  • A will have length between 2 and 2000.
  • Each A[i] will be between 1 and 30000.
  • K will be between 1 and A.length * (A.length + 1) / 2.
这是一道 hard 题。

我想着用 priority queue做,但是怎么做都TLE了。看看大神的解法吧。

This solution probably doesn’t have the best runtime but it’s really simple and easy to understand.

Says if the list is [1, 7, 23, 29, 47], we can easily have this table of relationships

1/47  < 1/29    < 1/23 < 1/7
7/47  < 7/29    < 7/23
23/47 < 23/29
29/47

So now the problem becomes “find the kth smallest element of (n-1) sorted list”

Following is my implementation using PriorityQueue, running time is O(max(n,k) * logn), space is O(n):

    public int[] kthSmallestPrimeFraction(int[] a, int k) {
        int n = a.length;
        // 0: numerator idx, 1: denominator idx
        PriorityQueue<int[]> pq = new PriorityQueue<>(new Comparator<int[]>() {
            @Override
            public int compare(int[] o1, int[] o2) {
                int s1 = a[o1[0]] * a[o2[1]];
                int s2 = a[o2[0]] * a[o1[1]];
                return s1 - s2;
            }
        });
        for (int i = 0; i < n-1; i++) {
            pq.add(new int[]{i, n-1});
        }
        for (int i = 0; i < k-1; i++) {
            int[] pop = pq.remove();
            int ni = pop[0];
            int di = pop[1];
            if (pop[1] - 1 > pop[0]) {
                pop[1]--;
                pq.add(pop);
            }
        }

        int[] peek = pq.peek();
        return new int[]{a[peek[0]], a[peek[1]]};
    }
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