Ask Question, Ask an Expert


Ask Programming Language Expert

1 Problem Statement

You have to design a framework of a Genetic Algorithm (GA) with basic functionality. The basic functionality includes representation, recombination operators, and fitness function and selection criteria. You can implement this framework in any language of your choice. You are not allowed to use any available libraries for GA.

1.1 Representation

The framework should have the ability to handle integer, float and binary representations. You can assume that the chromosome lengths will be fixed and will not change during the run.

1.2 Recombination Operators

You are required to implement one-point crossover and one-point mutation operators. These operators should be implemented for all the mentioned representations in the section 1.1.

1.3 Fitness Function

A fitness function should be defined for evaluating the individuals of the population. This function should return float/double value.

1.4 Selection Criteria

Different selection criteria should be defined. Three possibilities are fitness proportionate, random and worst selections.

2 Testing of the Framework

You have to test the framework by solving following problem.

Fourier Series: The figure shows the function p(x) = x2 over the interval [-∏, +∏]. In addition, the function from that limited interval is repeated over one subsequent and one preceding interval of width of 2∏


A function such as this can be represented by the infinite Fourier series. The first few terms of the Fourier series for this particular function x2 are


Suppose we want to use the genetic algorithm operating on a fixed-length character string to find the Fourier coefficients of the first nine terms of the Fourier series for the p(x) function. The p(x) function is a black box which you are free to interrogate to find its value for any value of the independent variable x. NOTE: You do not have foreknowledge that the function is even (i.e., the coefficients of the sine terms are all zero).

Programming Language, Programming

  • Category:- Programming Language
  • Reference No.:- M9910

Have any Question? 

Related Questions in Programming Language

Complete the attached code and do junit testing can you

Complete the attached code and do junit testing. Can you help with this? Testing class tests Check Date methods serves as a "test plan" for developer's testing. Complete/correct and test/demonstrate using Junit with test ...

Assignmentcase problem1 - online trivia found on pages

Assignment: Case Problem1 - Online Trivia found on pages 794-795 of your textbook. Complete the web pages and upload them to your 000WebHost account. After uploading the files make sure to update your index.html page to ...

Integrative programmingassignment- managing a user account

Integrative Programming Assignment- Managing a User Account List Objective: To manage a user list that can be modified and saved to a text file. Inputs: • Input text file consisting of pairs of usernames and passwords, s ...

The given machine description will provide the basis for

The given machine description will provide the basis for this assignment. You will create a virtual machine/operating system for the machine described below that will accept programs in the target machine language. The d ...

Consider the following three programswhere i k l are low

Consider the following three programs: where i, k, l are low variables and a, b, c, d, h, n are high variables. Assume db is a database with two columns (shown as array, where the index represents the row), lookup and is ...

1 loops the greatest and the least- write a program with a

1. Loops: The greatest and the least- Write a program with a loop that lets the user to enter a series of integers. The use should enter -99 to signal the end of the series. After all the numbers have been entered, the p ...

Programming assignment 1 grocery storethis assignment

Programming Assignment #1: Grocery Store This assignment attempts to serve as a refresher for concepts that I hope you learned in CS 122. In this assignment, you will be building a simple storefront for a small grocery s ...

Add a swift class file to the project that illustrates and

Add a SWIFT class file to the project that illustrates and contains the following: • The class name is 'Calculator' • Has public variables of the type float called numerator, denominator and total. • Has a method called ...

Questioncomplete tutorial 10 case problem 2 - ridgewood

Question: Complete Tutorial 10 Case Problem 2 - Ridgewood Herald Tribune found on pages 734-736 of your textbook. Complete the entire website assignment and upload your files to your 000WebHost account. After uploading t ...

Cp1404cp5632 2016 sp22252 assignment 1 - shopping list

CP1404/CP5632 2016 SP2/22/52 Assignment 1 - Shopping List 1.0 Task: You are to plan and then code a console-based program in Python 3, as described in the following information and sample output. This assignment will hel ...

  • 4,153,160 Questions Asked
  • 13,132 Experts
  • 2,558,936 Questions Answered

Ask Experts for help!!

Looking for Assignment Help?

Start excelling in your Courses, Get help with Assignment

Write us your full requirement for evaluation and you will receive response within 20 minutes turnaround time.

Ask Now Help with Problems, Get a Best Answer

A cola-dispensing machine is set to dispense 9 ounces of

A cola-dispensing machine is set to dispense 9 ounces of cola per cup, with a standard deviation of 1.0 ounce. The manuf

What is marketingbullwhat is marketing think back to your

What is Marketing? • "What is marketing"? Think back to your impressions before you started this class versus how you

Question -your client david smith runs a small it

QUESTION - Your client, David Smith runs a small IT consulting business specialising in computer software and techno

Inspection of a random sample of 22 aircraft showed that 15

Inspection of a random sample of 22 aircraft showed that 15 needed repairs to fix a wiring problem that might compromise

Effective hrmquestionhow can an effective hrm system help

Effective HRM Question How can an effective HRM system help facilitate the achievement of an organization's strate