How to resolve the algorithm Modular arithmetic step by step in the Julia programming language
How to resolve the algorithm Modular arithmetic step by step in the Julia programming language
Table of Contents
Problem Statement
Modular arithmetic is a form of arithmetic (a calculation technique involving the concepts of addition and multiplication) which is done on numbers with a defined equivalence relation called congruence.
For any positive integer
p
{\displaystyle p}
called the congruence modulus, two numbers
a
{\displaystyle a}
and
b
{\displaystyle b}
are said to be congruent modulo p whenever there exists an integer
k
{\displaystyle k}
such that: The corresponding set of equivalence classes forms a ring denoted
Z
p
Z
{\displaystyle {\frac {\mathbb {Z} }{p\mathbb {Z} }}}
. When p is a prime number, this ring becomes a field denoted
F
p
{\displaystyle \mathbb {F} _{p}}
, but you won't have to implement the multiplicative inverse for this task.
Addition and multiplication on this ring have the same algebraic structure as in usual arithmetic, so that a function such as a polynomial expression could receive a ring element as argument and give a consistent result.
The purpose of this task is to show, if your programming language allows it,
how to redefine operators so that they can be used transparently on modular integers.
You can do it either by using a dedicated library, or by implementing your own class.
You will use the following function for demonstration:
You will use
13
{\displaystyle 13}
as the congruence modulus and you will compute
f ( 10 )
{\displaystyle f(10)}
. It is important that the function
f
{\displaystyle f}
is agnostic about whether or not its argument is modular; it should behave the same way with normal and modular integers.
In other words, the function is an algebraic expression that could be used with any ring, not just integers.
Let's start with the solution:
Step by Step solution about How to resolve the algorithm Modular arithmetic step by step in the Julia programming language
Custom Modular Integer Type:
- The
Modulo
struct is a custom data type that represents integers wrapped with a specified modulus. - It consists of two fields,
val
(the actual integer value) andmod
(the modulus). - The
Modulo
constructor initializes a new value and modulus.
Conversions:
modulo
returns aModulo
object from two integers,n
andm
.Base.convert
converts aModulo
object to a specified integer typeT
.
Display and Copy:
- The
Base.show
method overrides the default display behavior forModulo
objects, printing the value and modulus. - The
Base.copy
method creates a shallow copy of aModulo
object.
Arithmetic Operations:
- The unary
+
and-
operators simply copy or negate theModulo
value. - The binary
+
,-
,*
,÷
, and^
operators are overloaded forModulo
objects. - If the operands have different moduli, an
InexactError
is thrown. - The result of the operation is wrapped with the same modulus as the first operand.
Example:
- The
f
function computes a polynomial expression. - The
@show
macro displays the result off
applied to theModulo
objectmodulo(10, 13)
, which represents the integer10
modulo13
. The result is displayed as"10 (mod 13)"
.
Source code in the julia programming language
struct Modulo{T<:Integer} <: Integer
val::T
mod::T
Modulo(n::T, m::T) where T = new{T}(mod(n, m), m)
end
modulo(n::Integer, m::Integer) = Modulo(promote(n, m)...)
Base.show(io::IO, md::Modulo) = print(io, md.val, " (mod $(md.mod))")
Base.convert(::Type{T}, md::Modulo) where T<:Integer = convert(T, md.val)
Base.copy(md::Modulo{T}) where T = Modulo{T}(md.val, md.mod)
Base.:+(md::Modulo) = copy(md)
Base.:-(md::Modulo) = Modulo(md.mod - md.val, md.mod)
for op in (:+, :-, :*, :÷, :^)
@eval function Base.$op(a::Modulo, b::Integer)
val = $op(a.val, b)
return Modulo(mod(val, a.mod), a.mod)
end
@eval Base.$op(a::Integer, b::Modulo) = $op(b, a)
@eval function Base.$op(a::Modulo, b::Modulo)
if a.mod != b.mod throw(InexactError()) end
val = $op(a.val, b.val)
return Modulo(mod(val, a.mod), a.mod)
end
end
f(x) = x ^ 100 + x + 1
@show f(modulo(10, 13))
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