LeetCode #134 Gas Station
Question
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.
Example 2:
Input: gas = [2,3,4] cost = [3,4,3] Output: -1 Explanation: You can't start at station 0 or 1, as there is not enough gas to travel to the next station. Let's start at station 2 and fill up with 4 unit of gas. Your tank = 0 + 4 = 4 Travel to station 0. Your tank = 4 - 3 + 2 = 3 Travel to station 1. Your tank = 3 - 3 + 3 = 3 You cannot travel back to station 2, as it requires 4 unit of gas but you only have 3. Therefore, you can't travel around the circuit once no matter where you start.
常规想法O(n^2)
首先要求出gas[i] - cost[i],代表从第 i 站到第 i+1 站得到的油。
暴力枚举,从 i 站出发,顺时针一站一站走下去,直至到原点,如果中间有总汽油量为负数的情况就排除,直至找到成功的一个。
时间复杂度 O(n^2)
优化方法O(n)
常规想法中其实有重复计算的部分,假设从 i 站到 j 站经检验是
思路想通后实现就很简单了:
class Solution: def canCompleteCircuit(self, gas: List[int], cost: List[int]) -> int: length = len(gas) diff = [] for i in range(length): diff.append(gas[i]-cost[i]) total_sum = 0 current_sum = 0 current_start = 0 for i in range(length): current_sum += diff[i] if current_sum < 0: total_sum += current_sum current_sum = 0 current_start = i+1 if current_sum + total_sum >= 0: return current_start else: return -1
参考: