Monday, January 12, 2015

LRU Cache with pruning thread

Objective: Create a generic LRU cache with prune mechanism in different thread.

Approach: LRU cache stand for least recently used cache. In java, it is very common to use LinkedHashMap to implement this functionality. But, pruning process is also important. If we will do pruning process in same thread as adding LRU cache, it will take time. So, here is multi-threaded solution for this problem. We will add item in LRU cache, and prune old item in other thread.

Download full source code: LRU cache complete source code

Solution: Java Code

Monday, January 6, 2014

Euclid's Algorithm to find Greatest Common Divisor

Objective: Given 2 number m and n, we have to find Greatest Common Divisor.

Approach: Euclid's Algorithm to find Greatest common Divisor. Suppose m and n is two integer, m > n. 
1. Get reminder while divide m by n, if it 0 then we have our answer n as GCD.
2. If reminder is not 0, then divide m by n and then get reminder. Thereafter, set reminder to n = r; m = n; and repeat step 1 to get GCD of 'm' and 'n'.

Solution: Java Code
 

Wednesday, January 1, 2014

Permutation of two String in ordered form

Objective: Generate permutation of two string in ordered form. e.g. if "abc" and "def" is two strings, we need to generate all permutation having these two string characters the only condition if "a" come before "b" then its must come before "b" in the permutations.
i.e. "adebfc", "abcdef", "daebcf" and so on are permutation of these string.

Approach: As we can see either we start with first string or second string, but we need to maintain each string character order in our permutation.

In general, we can say that all permutation either start with first string character or second string character.

i.e. if "abc" and "def" is two strings then, 

perumation("abc", "def") = ("a" + permutation("bc", "def")) and ("d" + permutation("abc", "ef")

Solution: Java Code

 

Monday, December 30, 2013

Permutation of a given String

Objective: Given an String we need to generate all permutation of that string. e.g. if "abc" is an String we need to generate all possible permutation of this string. i.e. "abc", "acb", "bac", "bca", "cab", "cba" would be the possible permutation.

Approach: To understand the problem solving approach lets consider the following tree



In above tree we can see leaf of the tree represent the all permutations that we needed.

To describe the algorithm in functional way, if we want to generate permutation of "abc" with leading "a". We can have

'a' + permutation("bc")

Similarly, for leading "b" and "c", 

'b' + permutation("ac") and 'c' + permutation("ab")

Solution: Java Code