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  • Majority Number III

    Given an array of integers and a number k, the majority number is the number that occurs more than 1/k of the size of the array.
    
    Find it.
    
    Have you met this question in a real interview? Yes
    Example
    Given [3,1,2,3,2,3,3,4,4,4] and k=3, return 3.
    
    Note
    There is only one majority number in the array.
    
    Challenge
    O(n) time and O(k) extra space

    这道题跟Lintcode: Majority Number II思路很像,那个找大于1/3的,最多有两个candidate,这个一样,找大于1/k的,最多有k-1个candidate

    维护k-1个candidate 在map里面,key为数字值,value为出现次数。先找到这k-1个candidate后,扫描所有元素,如果该元素存在在map里面,update map;如果不存在,1: 如果map里面有值为count= 0,那么删除掉这个元素,加入新元素;2:map里面没有0出现,那么就每个元素的count--

    注意:有可能map里有多个元素count都变成了0,只用删掉一个就好了。因为还有0存在,所以下一次再需要添加新元素的时候不会执行所有元素count-1, 而是会用新元素替代那个为0的元素

    这道题因为要用map的value寻找key,所以还可以用map.entrySet(), return Map.Entry type, 可以调用getKey() 和 getValue()

    public class Solution {
        /**
         * @param nums: A list of integers
         * @param k: As described
         * @return: The majority number
         */
        public int majorityNumber(ArrayList<Integer> nums, int k) {
            // write your code
            if (nums==null || nums.size()==0 || k<=0) return Integer.MIN_VALUE;
            HashMap<Integer, Integer> map = new HashMap<Integer, Integer>();
            int i = 0;
            for (; i<nums.size(); i++) {
                int key = nums.get(i);
                if (map.containsKey(key)) {
                    map.put(key, map.get(key)+1);
                }
                else {
                    map.put(key, 1);
                    if (map.size() >= k) break;
                }
            }
            while (i < nums.size()) {
                int key = nums.get(i);
                if (map.containsKey(key)) {
                    map.put(key, map.get(key)+1);
                }
                else {
                    if (map.values().contains(0)) { //map contains value 0
                        map.put(key, 1); // add new element to map
                        //delete key that has value 0
                        int zeroKey = 0;
                        for (int entry : map.keySet()) {
                            if (map.get(entry) == 0) {
                                zeroKey = entry;
                                break;
                            }
                        }
                        map.remove(zeroKey);
                    }
                    else {
                        for (int nonzeroKey : map.keySet()) {
                            map.put(nonzeroKey, map.get(nonzeroKey)-1);
                        }
                    }
                }
                i++;
            }
            
            HashMap<Integer, Integer> newmap = new HashMap<Integer, Integer>();
            int max = 0;
            int major = 0;
            for (int j=0; j<nums.size(); j++) {
                int cur = nums.get(j);
                if (!map.containsKey(cur)) continue;
                if (newmap.containsKey(cur)) {
                    newmap.put(cur, newmap.get(cur)+1);
                }
                else {
                    newmap.put(cur, 1);
                }
                if (newmap.get(cur) > max) {
                    major = cur;
                    max = newmap.get(cur);   
                }
            }
            return major;
        }
    }
    

      

     if (map.values().contains(0)) 
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  • 原文地址:https://www.cnblogs.com/apanda009/p/7791310.html
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