最基本的二分查找算法
「搜索区间」是 [left, right]
nums[mid] == target 时可以立即返回
int binary_search(int[] nums, int target) {
int left = 0, right = nums.length - 1;
while(left <= right) {
int mid = left + (right - left) / 2;//防止大数溢出
if (nums[mid] < target) {
left = mid + 1;
} else if (nums[mid] > target) {
right = mid - 1;
} else if(nums[mid] == target) {
// 直接返回
return mid;
}
}
// 直接返回
return -1;
}
寻找左侧边界的二分查找
「搜索区间」是 [left, right)
nums[mid] == target 时不要立即返回,要收紧右侧边界以锁定左侧边界
int left_bound(int[] nums, int target) {
int left = 0, right = nums.length - 1;
while (left <= right) {
int mid = left + (right - left) / 2;
if (nums[mid] < target) {
left = mid + 1;
} else if (nums[mid] > target) {
right = mid - 1;
} else if (nums[mid] == target) {
// 别返回,锁定左侧边界
right = mid - 1;
}
}
// 最后要检查 left 越界的情况
if (left >= nums.length || nums[left] != target)
return -1;
return left;
}
寻找右侧边界的二分查找
「搜索区间」是 [left, right)
nums[mid] == target 时不要立即返回,收紧左侧边界以锁定右侧边界
int right_bound(int[] nums, int target) {
int left = 0, right = nums.length - 1;
while (left <= right) {
int mid = left + (right - left) / 2;
if (nums[mid] < target) {
left = mid + 1;
} else if (nums[mid] > target) {
right = mid - 1;
} else if (nums[mid] == target) {
// 别返回,锁定右侧边界
left = mid + 1;
}
}
// 最后要检查 right 越界的情况
if (right < 0 || nums[right] != target)
return -1;
return right;
}
[总结]
1.普通版
-左右移动下标时,mid下标对应的值已经作为比较,故坐标更新时需要加一减一
2.寻找左侧边界
- 找到值后回滚边界
- 判断边界
if (nums[mid] == target) {
// 别返回,锁定左侧边界
right = mid - 1;
// 最后要检查 left 越界的情况
if (left >= nums.length || nums[left] != target)
return -1;
3.寻找右侧边界
if (nums[mid] == target) {
// 别返回,锁定右侧边界
left = mid + 1;
// 最后要检查 right 越界的情况
if (right < 0 || nums[right] != target)
return -1;
4.防止大数溢出
- mid = left + (right - left) / 2