Hash Function
题目:
In data structure Hash, hash function is used to convert a string(or any other type) into an integer smaller than hash size and bigger or equal to zero. The objective of designing a hash function is to "hash" the key as unreasonable as possible. A good hash function can avoid collision as less as possible. A widely used hash function algorithm is using a magic number 33, consider any string as a 33 based big integer like follow:
hashcode("abcd") = (ascii(a) * 33 ^ 3 + ascii(b) * 33 ^ 2 + ascii(c) * 33 + ascii(d) ) % HASH_SIZE
= (97 * 33 ^ 3 + 98 * 33 ^ 2 + 99 * 33 + 100) % HASH_SIZE
= 3595978 % HASH_SIZE
here HASH_SIZE is the capacity of the hash table (you can assume a hash table is like an array with index 0 ~ HASH_SIZE-1).
Given a string as a key and the size of hash table, return the hash value of this key
分析:
这是一道非常无赖的题目,因为题干本身在不停的误导你。因为*33,只要字符串稍微一长,就会overflow。所以其实hash function是 ans = (ans * 33 + (int)(key[i])) % HASH_SIZE;
解法:
class Solution {
public:
/**
* @param key: A String you should hash
* @param HASH_SIZE: An integer
* @return an integer
*/
int hashCode(string key,int HASH_SIZE) {
// write your code here
long ans = 0;
for(int i = 0; i < key.size(); i++) {
ans = (ans * 33 + (int)(key[i])) % HASH_SIZE;
}
return (int)ans;
}
};