One specific usage of bits is to represent sets. Suppose we have a set of N elements {e1, e2, …, en}, and we want to select a subset of K (K <= N) elements. We can use a bit pattern to represent the selection, where 1 indicates the corresponding element is selected, 0 otherwise.
[...]
Most of computer applications operates on small integers which can be represented by 32 bit integers. However, there are times we’ll need to deal with extremely big integers which can only be represented by hundreds of bits. One of such application is cryptography.
This post gives two simple implementations of the big integer arithmetic. [...]
Previous posts on primality testing are all trying to factor the input number. For a very large number with few hundreds of bits, it is difficult to compute in that manner.
This post introduce a probabilistic approach based on Fermat’s primality test.
Fermat’s Little Theorem
Fermat’s primality test is based on Fermat’s [...]
Modular exponentiation is a exponentiation performed over modulus. It is used in many cryptographic algorithms.
Modular exponentiation accepts three input integers, say x, y and n and computes according to the formula below,
(x ^ y) mod n
Native Approaches
A naive approach to compute modular exponentiation is to compute the exponentiation first and [...]
The previous two posts cover the naive approaches for primality testing and a method with precomputation. This post introduces a new method which could perform better than previous approaches and it can be used together with the precomputation.
The optimization is based on the observation that all prime numbers are in the [...]
Previous post covers two naive methods for primality testing. This post introduces an algorithm to generate prime numbers called Sieve of Eratosthenes. With this algorithm, an optimization can be applied to speed up the primality testing.
Sieve of Eratosthenes
Suppose we want to generate prime numbers up to N. The algorithm consists of two [...]
Primality refers to determining if a given input number is prime or not. This post covers two naive approaches for primality testing.
Naive Approach 1
This most straightforward approach is to check if a given input integer n is divisible by integers from 2 to n-1. If a number is prime, then it should not [...]
Fibonacci series is a number sequence of 0, 1, 1, 2, 3, 5, 8, 13, 21, 34, 44, … It can be expressed by the formula below,
Fibonacci series grows almost as fast as the power of 2. Fn ~= 2^(0.694n).
Computation of Fibonacci Numbers
The naive approach to compute [...]
Suffix array can be used to find longest common substring (LCS) among multiple strings. This post illustrate the algorithm by an example of finding LCS among two strings.
Algorithm
The idea is that LCS for two strings is the longest common prefix of some suffices of the two string. Suppose we have two strings [...]
This is part 2 of the post “suffix array”, which covers the string matching/searching problem that can be solved by suffix array. You may want to read part 1 first.
String Matching/Searching
Once we have the suffix array, it’s easy to check if another string appears in the input string/text or not. If [...]
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