LintCode 1562: Number of restaurants (最大堆的经典用法)_1562. number of restaurants-优快云博客

本文链接：https://blog.youkuaiyun.com/roufoo/article/details/84835928

本文介绍了一种使用最大堆数据结构解决寻找顾客周围最近n家餐厅的问题。通过遍历坐标列表，利用最大堆保持距离最近的n个元素，再筛选出符合最远距离限制的前n个餐厅坐标。

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题目描述如下：
1562. Number of restaurants
Give a List of data representing the coordinates[x,y] of each restaurant and the customer is at the origin[0,0]. Find the n restaurants closest to the customer firstly. Then you need to pick n restaurants which appeare firstly in the List and the distance between the restaurant and the customer can’t more than the longest distance in the n closest restaurants. Return their coordinates in the original order.

Example
Given : n = 2 , List = [[0,0],[1,1],[2,2]]
Return : [[0,0],[1,1]]
Given : n = 3,List = [[0,1],[1,2],[2,1],[1,0]]
Return :[[0,1],[1,2],[2,1]]
Notice
1.Coordinates in range [-1000,1000]
2.n>0
3.No same coordinates

这题实际上就是求N个无序数中的最小的n个数，所以用最大堆。
堆的大小为n。遍历完后取堆top，然后再遍历一遍，列出最先的n个比top小的数。

struct Node {
    int x;
    int y;
    Node(int vx = 0, int vy = 0) : x(vx), y(vy) {}
    long long distance(const Node & a, const Node & b) const {
        return (a.x - b.x) * (a.x - b.x) + (a.y - b.y) * (a.y - b.y);
    }
    bool operator < (const Node &n) const {
        return distance(const_cast<Node &>(*this), Node(0,0)) < distance(n, Node(0,0));
    }
    
    bool operator == (const Node &n) const {
        return distance(const_cast<Node &>(*this), Node(0,0)) == distance(n, Node(0,0));
    }
};

class Solution {
public:


    /**
     * @param restaurant:
     * @param n:
     * @return: nothing
     */
    vector<vector<int> > nearestRestaurant(vector<vector<int> > &restaurant, int n) {
        int nRow = restaurant.size();
        vector<vector<int> > result;
        if ((nRow < n) || (n == 0)) return result;
        Node x;

        for (int i = 0; i < nRow; ++i) {
            if (i < n) {
                maxHeap.push(Node(restaurant[i][0], restaurant[i][1]));
            } else {
                x = maxHeap.top();
                if (Node(restaurant[i][0], restaurant[i][1]) < x) {
                    maxHeap.pop();
                    maxHeap.push(Node(restaurant[i][0], restaurant[i][1]));
                }
            }
        }

        Node topn = maxHeap.top();
        for (int i = 0; i < nRow; ++i) {
            if ((Node(restaurant[i][0], restaurant[i][1]) < topn) ||
                (Node(restaurant[i][0], restaurant[i][1]) == topn)) {
                vector<int> temp;
                temp.push_back(restaurant[i][0]);
                temp.push_back(restaurant[i][1]);
                result.push_back(temp);
            }
        }

        return result;
    }

private:
   // priority_queue<Node, vector<Node>, greater<Node> > minHeap;
    priority_queue<Node> maxHeap;
};