How to resolve the algorithm Tropical algebra overloading step by step in the Julia programming language
How to resolve the algorithm Tropical algebra overloading step by step in the Julia programming language
Table of Contents
Problem Statement
In algebra, a max tropical semiring (also called a max-plus algebra) is the semiring (ℝ ∪ -Inf, ⊕, ⊗) containing the ring of real numbers ℝ augmented by negative infinity, the max function (returns the greater of two real numbers), and addition. In max tropical algebra, x ⊕ y = max(x, y) and x ⊗ y = x + y. The identity for ⊕ is -Inf (the max of any number with -infinity is that number), and the identity for ⊗ is 0. Show that 2 ⊗ -2 is 0, -0.001 ⊕ -Inf is -0.001, 0 ⊗ -Inf is -Inf, 1.5 ⊕ -1 is 1.5, and -0.5 ⊗ 0 is -0.5. where ⊗ has precedence over ⊕. Demonstrate that 5 ⊗ (8 ⊕ 7) equals 5 ⊗ 8 ⊕ 5 ⊗ 7.
Let's start with the solution:
Step by Step solution about How to resolve the algorithm Tropical algebra overloading step by step in the Julia programming language
The provided Julia code defines three binary operators, ⊕
, ⊗
, and ↑
, and demonstrates their usage with various expressions. Here's a detailed explanation of the code:
-
Operator Definitions:
⊕(x, y)
defines an operator that takes two arguments,x
andy
, and returns the maximum of the two values.⊗(x, y)
defines an operator that takes two arguments,x
andy
, and returns their sum.↑(x, y)
defines an operator that takes two arguments,x
andy
, and returns the product ofx
andy
ify
is a positive integer. Otherwise, it throws an assertion error.
-
Example Expressions:
@show 2 ⊗ -2
evaluates the expression2 ⊗ -2
using the defined⊗
operator and prints the result. In this case, it will print0
because2 + (-2)
is0
.@show -0.001 ⊕ -Inf
evaluates the expression-0.001 ⊕ -Inf
using the defined⊕
operator and prints the result. In this case, it will print-Inf
becausemax(-0.001, -Inf)
is-Inf
.@show 0 ⊗ -Inf
evaluates the expression0 ⊗ -Inf
using the defined⊗
operator and prints the result. In this case, it will print-Inf
because0 + (-Inf)
is-Inf
.@show 1.5 ⊕ -1
evaluates the expression1.5 ⊕ -1
using the defined⊕
operator and prints the result. In this case, it will print1.5
becausemax(1.5, -1)
is1.5
.@show -0.5 ⊗ 0
evaluates the expression-0.5 ⊗ 0
using the defined⊗
operator and prints the result. In this case, it will print0
because-0.5 + 0
is0
.@show 5↑7
evaluates the expression5↑7
using the defined↑
operator and prints the result. In this case, it will print35
because5 * 7
is35
.@show 5 ⊗ (8 ⊕ 7)
evaluates the expression5 ⊗ (8 ⊕ 7)
using the defined⊗
and⊕
operators and prints the result. This is equivalent to5 ⊗ 15
, which will print20
.@show 5 ⊗ 8 ⊕ 5 ⊗ 7
evaluates the expression5 ⊗ 8 ⊕ 5 ⊗ 7
using the defined⊗
and⊕
operators. This is equivalent to(5 + 8) + (5 + 7)
, which will print25
.@show 5 ⊗ (8 ⊕ 7) == 5 ⊗ 8 ⊕ 5 ⊗ 7
compares the two expressions5 ⊗ (8 ⊕ 7)
and5 ⊗ 8 ⊕ 5 ⊗ 7
and prints whether they are equal. In this case, it will printtrue
because both expressions evaluate to the same value,20
.
Source code in the julia programming language
⊕(x, y) = max(x, y)
⊗(x, y) = x + y
↑(x, y) = (@assert round(y) == y && y > 0; x * y)
@show 2 ⊗ -2
@show -0.001 ⊕ -Inf
@show 0 ⊗ -Inf
@show 1.5 ⊕ -1
@show -0.5 ⊗ 0
@show 5↑7
@show 5 ⊗ (8 ⊕ 7)
@show 5 ⊗ 8 ⊕ 5 ⊗ 7
@show 5 ⊗ (8 ⊕ 7) == 5 ⊗ 8 ⊕ 5 ⊗ 7
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