二分查找的几个变种

Posted by xdshent on April 18, 2020

二分查找作用于有序数组,内容参考极客时间《数据结构与算法之美》

常规二分

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    public static int binarySearch(int[] array, int k) {
        if (array == null) {
            return -1;
        }

        int left = 0;
        int right = array.length - 1;

        while (left <= right) {
            int mid = left + ((right - left) >> 1);
          
            if (array[mid] > k) {
                right = mid - 1;
            } else if (array[mid] < k) {
                left = mid + 1;
            } else {
                return mid;
            }
        }

        return -1;
    }

查找第一个值等于给定值的元素

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    public static int binarySearch(int[] array, int k) {
        if (array == null) {
            return -1;
        }

        int left = 0;
        int right = array.length - 1;

        while (left <= right) {
            int mid = left + ((right - left) >> 1);

            if (array[mid] > k) {
                right = mid - 1;
            } else if (array[mid] < k) {
                left = mid + 1;
            } else {
                if (mid == 0 || array[mid - 1] != k) {
                    return mid;
                }
                
                right = mid - 1;
            }
        }

        return -1;
    }

查找最后一个值等于给定值的元素

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 public static int binarySearch(int[] array, int k) {
        if (array == null) {
            return -1;
        }

        int left = 0;
        int right = array.length - 1;

        while (left <= right) {
            int mid = left + ((right - left) >> 1);

            if (array[mid] > k) {
                right = mid - 1;
            } else if (array[mid] < k) {
                left = mid + 1;
            } else {
                if (mid == array.length - 1 || array[mid + 1] != k) {
                    return mid;
                }
                
                left = mid + 1;
            }
        }

        return -1;
    }

查找第一个大于等于给定值的元素

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   public static int binarySearch(int[] array, int k) {
        if (array == null) {
            return -1;
        }

        int left = 0;
        int right = array.length - 1;

        while (left <= right) {
            int mid = left + ((right - left) >> 1);

            if (array[mid] >= k) {
                if (mid == 0 || array[mid - 1] < k) {
                    return mid;
                }

                right = mid - 1;
            } else {
                left = mid + 1;
            }
        }

        return -1;
    }

查找第一个小于等于给定值的元素

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    public static int binarySearch(int[] array, int k) {
        if (array == null) {
            return -1;
        }

        int left = 0;
        int right = array.length - 1;

        while (left <= right) {
            int mid = left + ((right - left) >> 1);

            if (array[mid] <= k) {
                if (mid == array.length - 1 || array[mid + 1] > k) {
                    return mid;
                }

                left = mid + 1;
            } else {
                right = mid - 1;
            }
        }

        return -1;
    }

旋转数组中查找某个值

leetcode第33题

链接

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public static int binarySearchInRotatedArray(int[] array, int k) {
        if (array == null) {
            return -1;
        }

        int left = 0;
        int right = array.length - 1;

        while (left <= right) {
            int mid = left + ((right - left) >> 1);

            if (array[mid] == k) {

                return mid;
            }

            if (array[left] <= array[mid]) {
                if (k >= array[left] && k < array[mid]) {
                    right = mid - 1;
                } else {
                    left = mid + 1;
                }
            } else {
                if (k > array[mid] && k <= array[right]) {
                    left = mid + 1;
                } else {
                    right = mid - 1;
                }
            }
        }

        return -1;
    }

旋转数组中查找最小值

leetcode 第153题

链接

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public int findMin(int[] nums) {
        if (nums == null || nums.length == 0) {
            return -1;
        }

        if (nums.length == 1) {
            return nums[0];
        }

        if (nums[0] <= nums[nums.length - 1]) {
            return nums[0];
        }

        int left = 0;
        int right = nums.length - 1;

        while (left <= right) {
            int mid = left + ((right - left) >> 1);

            if (mid>0 && nums[mid] < nums[mid - 1]) {
                return nums[mid];
            }

            if (nums[left] <= nums[mid]
                    && nums[mid] >= nums[right]) {
                left = mid + 1;
            } else {
                right = mid - 1;
            }

        }
        
        return -1;
    }