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C language algorithm problem: the first wrong version
2022-01-27 02:37:44 【WE-ubytt】
subject :
You are the product manager , Currently leading a team to develop new products . Unfortunately , The latest version of your product doesn't pass the quality test . Because each version is based on the previous version , So all versions after the wrong version are wrong .
Suppose you have n A version [1, 2, …, n], You want to find out the first wrong version that caused all subsequent versions to go wrong .
You can call bool isBadVersion(version) Interface to determine version number version If there is an error in unit test . Implement a function to find the first wrong version . You should try to minimize calls to API The number of times .
Example 1:
Input :n = 5, bad = 4
Output :4
explain : call isBadVersion(3) -> false
call isBadVersion(5) -> true
call isBadVersion(4) -> true
therefore ,4 It's the first wrong version .
Example 2:
Input :n = 1, bad = 1
Output :1
Tips :
1 <= bad <= n <= 231 - 1
source : Power button (LeetCode)
link :https://leetcode-cn.com/problems/first-bad-version
Copyright belongs to the network . For commercial reprint, please contact the official authority , Non-commercial reprint please indicate the source .
Ideas :
This question is actually a variant of binary search , The principle is the same , But some small details need to be paid attention to .
When we set the midpoint , Out-of-service (left + right)/ 2 form , When left and right All are int type , The initial value of both values exceeds int Limit half the size , that left + right There will be an overflow , So we should use left + (right - left) / 2 To prevent overflow when finding the midpoint .
Complexity analysis :
Time complexity :O(\log n)O(logn), among nn Is the number of versions given .
Spatial complexity :O(1)O(1). We just need a constant space to hold a few variables .
Code :
// The API isBadVersion is defined for you.
// bool isBadVersion(int version);
int firstBadVersion(int n) {
int left = 1;
int right = n;
// Conditions at the end of the cycle : The left and right endpoints are the same
while(left < right)
{
int mid = left + (right - left)/2;// Prevent overflow during calculation
if(isBadVersion(mid))// Midpoint error
{
right = mid;// In the interval [left,mid] in
}
else// The midpoint is not wrong
{
left = mid + 1;// In the interval [mid,right] in
}
}
// After the end of the cycle ,left = right
return left;
}
copyright notice
author[WE-ubytt],Please bring the original link to reprint, thank you.
https://en.cdmana.com/2022/01/202201270237421049.html
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