题目地址:https://leetcode.com/problems/compare-strings-by-frequency-of-the-smallest-character/
题目描述
Let's define a function f(s)
over a non-empty string s, which calculates the frequency of the smallest character in s
. For example, if s = "dcce"
then f(s) = 2
because the smallest character is "c"
and its frequency is 2.
Now, given string arrays queries and words, return an integer array answer, where each answer[i]
is the number of words such that f(queries[i]) < f(W)
, where W
is a word in words.
Example 1:
Input: queries = ["cbd"], words = ["zaaaz"]
Output: [1]
Explanation: On the first query we have f("cbd") = 1, f("zaaaz") = 3 so f("cbd") < f("zaaaz").
Example 2:
Input: queries = ["bbb","cc"], words = ["a","aa","aaa","aaaa"]
Output: [1,2]
Explanation: On the first query only f("bbb") < f("aaaa"). On the second query both f("aaa") and f("aaaa") are both > f("cc").
Constraints:
1、 1<=queries.length<=2000
;
2、 1<=words.length<=2000
;
3、 1<=queries[i].length,words[i].length<=10
;
4、 queries[i][j],words[i][j]
areEnglishlowercaseletters.;
题目大意
定义f(s)为一个字符串中最小的字符(按字母序abcd..xyz)出现的次数。对于每个query的f(query),求出words中f(word) > f(query)有多少个。
解题方法
双重循环
第一步,肯定要把每个query和word的f(s)求出来,求每个字符的次数,然后找出最小的字符出现的次数。 第二步,找出words中f(word) > f(query)有多少个时,对于2000*2000的量级,可以暴力两重循环,即对每个query都去遍历一次words的f(word)结果。
时间复杂度O(N^2).
这个题可以优化的地方在,求一个容器中有多少元素大于指定值,可以采用先排序再upper_bound()的方式降低时间度;或者利用题目给的限制:字符串的长度最多是10,因此f(s)一定小于等于10,这样可以用字典保存words中每个f(s)的次数,查找的时候直接在遍历字典中累计次数即可。
C++代码如下:
class Solution {
public:
vector<int> numSmallerByFrequency(vector<string>& queries, vector<string>& words) {
vector<int> qs, ws;
for (string& q : queries) {
qs.push_back(getFrequency(q));
}
for (string& w : words) {
ws.push_back(getFrequency(w));
}
vector<int> res;
for (int q : qs) {
int count = 0;
for (int w : ws) {
if (w > q)
count++;
}
res.push_back(count);
}
return res;
}
int getFrequency(string& word) {
vector<int> counts(26, 0);
for (char w : word) {
counts[w - 'a']++;
}
for (int i = 0; i < 26; ++i) {
if (counts[i] != 0)
return counts[i];
}
return 0;
}
};
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