Q. Explain the Hash Tables, Hash function and Hashing Techniques properly?
Hash Table is explained as follows:
A hash table is a data structure in which the location or address of a data item is determined straight as a function of data item itself rather than by a series of comparison. Under ideal condition, the time required to locate a data item in a hash table is 0(1) ie. It is stable and DOES not rely on the number of data items saved. When the set of K of keys stored is much less than the universe U of all possible keys, a hash table need much less storage spare than a direct address table.
Hash Functions are explained below
A hash function h is simply a mathematical formula which manipulates the key in some form to finish the index for this key in the hash table. Eg a hash function can split the key by some number, generally the size of the hash table and return remainder as the index for the key. Usually, we say that a hash function h maps the universe U of keys into the slots of a hash table T[0....n-1]. This course of mapping keys to appropriate slots in a hash table is termed as hashing.
The major reconsideration for selecting hash function is :-
1) It should be probable to compute it efficiently.
2) It should distribute the keys uniformly across the hash table i.e. it should keep the number of collisions as small as possible.
Hashing Techniques are explained below:
There are number of hashing techniques. Some of them are given below:-
a) Division Method can be defined as:- In this method or technique, key K to be mapped into one of the m states in the hash table is spitted by m and the remainder of this spitted taken as index into the hash table. That is the hash function is
h(k) = k mod m
in which mod is the modules operation.
b) Multiplication Method can be defined as: The multiplication method or techniques operates in 2 steps. In the 1st step the key value K is multiplied by a constant A in the range O
h(k) = [m (K A mod 1)]
where "K A mod 1" means the fractional part KA of KA-[KA].A A= (5-1/2)=0.6180334887
(c) Midsquare Method can be defined as:- this may operate in 2 steps. In the first step the square of the key value K is taken. In the 2nd step, the hash value is obtained by deleting digits from ends of the squared values ie. K2. The hash function is
h(k) = s
where s is obtained by deleting digits from both sides of K2.