LeetCode解题报告—— Bus Routes

We have a list of bus routes. Each routes[i] is a bus route that the i-th bus repeats forever. For example if routes[0] = [1, 5, 7], this means that the first bus (0-th indexed) travels in the sequence 1->5->7->1->5->7->1->... forever.

We start at bus stop S (initially not on a bus), and we want to go to bus stop T. Travelling by buses only, what is the least number of buses we must take to reach our destination? Return -1 if it is not possible.

Example:
Input: 
routes = [[1, 2, 7], [3, 6, 7]]
S = 1
T = 6
Output: 2
Explanation: 
The best strategy is take the first bus to the bus stop 7, then take the second bus to the bus stop 6.

Note:

1 <= routes.length <= 500.
1 <= routes[i].length <= 500.
0 <= routes[i][j] < 10 ^ 6.

分析：有点类似于求最短路径，那么马上联想到图的BFS的DFS。因为求的是最短所以优先采用BFS。对于每个bus route，因为他是循环发车的，即从头能到尾，所以一条线上的站肯定是互通的。遍历所有bus route，得到每个站在哪些route上，如果两个站所在的route相同则一定可达。再从起始点S出发，找到所有与其处在相同route上的station，如果有目标站T则停止遍历，否则继续以这些station为开始点继续广度遍历。

class Solution {
    public int numBusesToDestination(int[][] routes, int S, int T) {
       HashSet<Integer> visited = new HashSet<>();　　// 访问标记，防止BFS时重复遍历
       Queue<Integer> q = new LinkedList<>();　　// BFS借助队列实现，DFS借助栈来实现
       HashMap<Integer, ArrayList<Integer>> map = new HashMap<>();　　// station——station所在的所有route
       int ret = 0; 
        
       if (S==T) return 0; 
        
　　　　// 统计每个station和其所对在的bus route
       for(int i = 0; i < routes.length; i++){
            for(int j = 0; j < routes[i].length; j++){
                ArrayList<Integer> buses = map.getOrDefault(routes[i][j], new ArrayList<>());
                buses.add(i);
                map.put(routes[i][j], buses);                
            }       
        }
                
       q.offer(S); // 从初始站开始遍历
       while (!q.isEmpty()) {
           int len = q.size();
           ret++;
           for (int i = 0; i < len; i++) {
               int cur = q.poll();
               ArrayList<Integer> buses = map.get(cur);
               for (int bus: buses) {
                    if (visited.contains(bus)) continue;
                    visited.add(bus);
                    for (int j = 0; j < routes[bus].length; j++) {
                        if (routes[bus][j] == T) return ret;
                        q.offer(routes[bus][j]);  
                   }
               }
           }
        }
        return -1;
    }
}

LeetCode解题报告—— Bus Routes

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