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1. Two Sum
Given an array of integers, return indices of the two numbers such that they add up to a specific target.
You may assume that each input would have exactly one solution, and you may not use the same element twice.
Example:
Given nums = [2, 7, 11, 15], target = 9, Because nums[0] + nums[1] = 2 + 7 = 9, return [0, 1].
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/**
* 原始算法,时间复杂度为 `O(n^2^)`.
*
* @author D瓜哥 · https://www.diguage.com
* @since 2018-06-30
*/
public static int[] twoSum(int[] nums, int target) {
if (nums == null || nums.length < 2) {
return null;
}
for (int i = 0; i < nums.length; i++) {
for (int j = i + 1; j < nums.length; j++) {
if (nums[i] + nums[j] == target) {
return new int[]{i, j};
}
}
}
return null;
}
/**
* 优化后的算法,时间复杂度减低为 `O(n)`, 空间复杂度提高了。
*
* @author D瓜哥 · https://www.diguage.com
* @since 2018-07-13 23:31
*/
public static int[] twoSumO1(int[] nums, int target) {
if (nums == null || nums.length < 2) {
return null;
}
Map<Integer, Integer> diffNumToIndexMap = new HashMap<>(nums.length * 4 / 3);
for (int i = 0; i < nums.length; i++) {
if (diffNumToIndexMap.containsKey(nums[i])) {
return new int[]{diffNumToIndexMap.get(nums[i]), i};
} else {
diffNumToIndexMap.put(target - nums[i], i);
}
}
return null;
}