leetcode 134. gas station

There are N gas stations along a circular route, where the amount of gas at station i is gas[i].

You have a car with an unlimited gas tank and it costs cost[i] of gas to travel from station i to its next station (i+1). You begin the journey with an empty tank at one of the gas stations.

Return the starting gas station’s index if you can travel around the circuit once in the clockwise direction, otherwise return -1.

Note:

If there exists a solution, it is guaranteed to be unique.
Both input arrays are non-empty and have the same length.
Each element in the input arrays is a non-negative integer.
Example 1:

Input:
gas = [1,2,3,4,5]
cost = [3,4,5,1,2]

Output: 3

Explanation:
Start at station 3 (index 3) and fill up with 4 unit of gas. Your tank = 0 + 4 = 4
Travel to station 4. Your tank = 4 - 1 + 5 = 8
Travel to station 0. Your tank = 8 - 2 + 1 = 7
Travel to station 1. Your tank = 7 - 3 + 2 = 6
Travel to station 2. Your tank = 6 - 4 + 3 = 5
Travel to station 3. The cost is 5. Your gas is just enough to travel back to station 3.
Therefore, return 3 as the starting index.

给出一个空tank,n个gas station,每经过一站可以加到gas[i]的油,到下一站需要消费掉cost[i]的油,问是否存在一站,从这里出发还可以回到这一站

思路:
最容易想到的就是一站一站地去试,从i出发,走不回i的话就再从i+1试,这种方法会time limit exceed

然后就要改变思维,用greedy
用diff[i]来表示gas[i] - cost[i]

所以每经过一站,tank+=diff[i]
如果从i站走到k-1站的时候tank都是>0的,但是到第k站tank<0了
那么还需要从i+1开始试吗?不需要
因为到k站时tank<0,从i开始到k相当于
diff[i] + diff[i+1] +…+ diff[k]=sum < 0
如果从i+1开始,相当于
diff[i+1] + … + diff[k] = sum - diff[i] < 0

所以一直到k站都不需要再试了,直接从k+1开始

下一个问题,从k+1开始,到数组右边界的时候是不是还需要回到index 0然后再加到k+1?
答案也是不需要,因为刚开始从0出发到k+1的时候,0到k+1部分的和已经计算过了,走完全程其实就相当于计算整个数组元素的和,只要整个数组元素的和>=0,就说明是有可能走完全程的

代码:

    public int canCompleteCircuit(int[] gas, int[] cost) {
        int tank = 0;
        int start = 0;
        int total = 0;
        int diff = 0;
        
        for (int i = start; i < gas.length; i++) {
            diff = gas[i] - cost[i];
            total += diff;
            
            if (tank + diff < 0) {
                start = i + 1;
                tank = 0;
            } else {
                tank += diff;
            }
        }
        
        if (total < 0) {
            return -1;
        }
        
        return start;
    }
### LeetCode 134 Gas Station 解决方案与解释 对于LeetCode上的Gas Station问题,目标是从起点出发环绕一圈回到原点,在此过程中车辆的油箱中的汽油量不能为负数。给定两个数组`gas`和`cost`,其中`gas[i]`表示可以在第i个加油站获得的汽油数量,而`cost[i]`则代表从站点i行驶到下一个站点所需的燃油消耗。 为了找到可以完成环形旅行的起始站索引,如果总加油量大于等于总的耗油量,则至少存在一个有效的起始位置;否则返回-1表明无法完成旅程[^1]。算法的核心在于遍历每一个可能作为起点的位置,并尝试模拟整个行程来验证该起点是否可行。当遇到不足以支撑到达下一站的情况时立即停止并标记当前节点之后的一个新起点继续上述过程直到遍历结束或成功找到合法路径为止。 下面是一个Python实现的例子: ```python def canCompleteCircuit(gas, cost): n = len(gas) total_tank, curr_tank = 0, 0 starting_station = 0 for i in range(n): total_tank += gas[i] - cost[i] curr_tank += gas[i] - cost[i] # If one couldn't get here, if curr_tank < 0: # Pick up the next station as the starting one. starting_station = i + 1 # Start with an empty tank. curr_tank = 0 return starting_station if total_tank >= 0 else -1 ``` 这段代码通过一次循环完成了对所有潜在起点的评估工作,时间复杂度O(N),空间复杂度O(1)[^2]。它不仅考虑到了寻找合适的起点这一需求,同时也确保了整体上能够有足够的燃料支持完整的环路运行。
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