Given an array of size n, find the majority element. The majority element is the element that appears more than ⌊ n/2 ⌋ times.
You may assume that the array is non-empty and the majority element always exist in the array.
思路:
1.Map計數,時間複雜度O(3n)
2.排序後取中值,時間複雜度依賴於排序算法,平均最快O(n*logn) –>時間效率不好,排除
3.count計數,時間複雜度O(n)
/* 法一:時間複雜度O(n)+空間複雜度O(n) */
import java.util.Map;
import java.util.HashMap;
public class Solution {
public int majorityElement(int[] nums) {
Map<Integer, Integer> map = new HashMap<>();
for (int i = 0;i < nums.length;i++) {
map.put(nums[i], 0);
}
for (int i = 0;i < nums.length;i++) {
map.put(nums[i], map.get(nums[i]) + 1);
}
int majority = nums[0];
for (int i = 0;i < nums.length;i++) {
if (map.get(majority) < map.get(nums[i])) {
majority = nums[i];
}
}
return majority;
}
}
/* 優化目前最優解 */
/* 法一:時間複雜度O(n)+空間複雜度O(1) */
import java.util.Map;
import java.util.HashMap;
public class Solution {
public int majorityElement(int[] nums) {
int majority = nums[0];
int count = 1;
for (int i = 1;i < nums.length;i++) {
if (count == 0) {
majority = nums[i];
count = 1;
}
else if (nums[i] == majority) count++;
else count--;
}
return majority;
}
}