How to resolve the algorithm First-class functions step by step in the Go programming language

Published on 12 May 2024 09:40 PM
#Go

How to resolve the algorithm First-class functions step by step in the Go programming language

Table of Contents

Problem Statement

A language has first-class functions if it can do each of the following without recursively invoking a compiler or interpreter or otherwise metaprogramming:

Write a program to create an ordered collection A of functions of a real number. At least one function should be built-in and at least one should be user-defined; try using the sine, cosine, and cubing functions. Fill another collection B with the inverse of each function in A. Implement function composition as in Functional Composition. Finally, demonstrate that the result of applying the composition of each function in A and its inverse in B to a value, is the original value. (Within the limits of computational accuracy). (A solution need not actually call the collections "A" and "B". These names are only used in the preceding paragraph for clarity.)

First-class Numbers

Let's start with the solution:

Step by Step solution about How to resolve the algorithm First-class functions step by step in the Go programming language

The provided Go program demonstrates function composition by applying a sequence of functions to an input value. It defines a funclist containing trigonometric functions and a funclisti containing the inverse trigonometric functions. It then composes each pair of functions and displays the result.

Here's a breakdown of the program:

  1. Custom Function:

    • It defines a cube function that calculates the cube of a given float64 value.
  2. Function Composition:

    • The compose function takes two ffType functions (functions that take a float64 and return a float64) as input. It returns a new function that applies f to the output of g.
  3. Main Function:

    • The main function initializes two lists of ffType functions:
      • funclist: Contains math.Sin, math.Cos, and cube.
      • funclisti: Contains math.Asin, math.Acos, and math.Cbrt.
    • It iterates through each pair of functions in the lists.
    • For each pair, it composes the inverse function (from funclisti) with the original function (from funclist) using the compose function.
    • It prints the result of applying the composed function to the input value 0.5.

The program demonstrates how to compose functions to create a series of transformations that can be applied to data. In this case, it applies trigonometric and inverse trigonometric transformations and displays the results.

Source code in the go programming language

package main

import "math"
import "fmt"

// user-defined function, per task.  Other math functions used are built-in.
func cube(x float64) float64 { return math.Pow(x, 3) }

// ffType and compose function taken from Function composition task
type ffType func(float64) float64

func compose(f, g ffType) ffType {
    return func(x float64) float64 {
        return f(g(x))
    }
}

func main() {
    // collection A
    funclist := []ffType{math.Sin, math.Cos, cube}
    // collection B
    funclisti := []ffType{math.Asin, math.Acos, math.Cbrt}
    for i := 0; i < 3; i++ {
        // apply composition and show result
        fmt.Println(compose(funclisti[i], funclist[i])(.5))
    }
}


  

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