Question: Explain the working of Genetic Algorithm ( G . A ) through the optimization problem of maximization of f ( x ) = x 2

Explain the working of Genetic Algorithm (G.A) through the optimization problem of maximization of f(x)=x2 for 0x31. Consider 5 bit string to represent the population and population size as 4. Assume crossover probability, Pc=1.0 and mutation probability, Pm=0.001. The mate and crossover site may be selected randomly.
Explain the working of Genetic Algorithm (G.A) through the optimization problem

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!

Q:

2 Problem 3) Following Problem 1: Let's assume that the cost of producing the two crops is not negligible, and the net benefit function is given as: NB = PA' XA +PB XB CA x Cp x, where xa and Xp are...

Q:

Use genetic algorithm to solve the following optimization problem. Sample Gi G2 G3 GGs Output 1.0 2.3 5.2 1.2 5.3 Yes 2.0 3.6 1.8 2.3 1.6 No 15 1.5 4.1 1.3 1.2 Yes 2.2 1.9 9.5 1.5 1.5 No 3.9 2.4 5.3...

Q:

I have a project proposal about Heuristic Methods and with your help, i proposed a project like this; Can you help about it to accomplish these proposal tasks? It can be with or without related...

Q:

4 ( a ) A service company received requests from its customers to undertake 1 3 jobs where the number of hours required to complete each of these jobs is given by T j for j = 1 , 2 , 3 , . . . , 1 3...

Q:

Title: Implementation of Genetic Algorithms for Path Planning in Grid - Based Robot Navigation Description: This project involves designing and implementing a genetic algorithm to solve the path...

Q:

BUSM Consider a household whose utility is determined by its consumption in periods 0 and 1. Let c0 and c1 denote the consumption in periods 0 and 1, respectively. The utility of this household can...

Q:

This are the assino. the question is complete. 2. Suppose a country has a money demand function: (M/P)d = kY, where k is a constant parameter Let's assume that the Money Supply grows by 10%/year and...

Q:

need answers 2. Suppose a country has a money demand function: (M/P)d = kY, where k is a constant parameter Let's assume that the Money Supply grows by 10%/year and Real Income grows by 3%/year. a)...

Q:

Wallace and Brace CPA assign a partner to screen and recommend (or decline) potential clients prior to acceptance. Discuss at least 4 specific issues which should have been considered prior to...

Q:

Accountants use Excel to analyze transactions and accounts, prepare financial statements, calculate budgets, create invoices, and many more tasks. Mastering the basics of Excel is critical to your...

Q:

Find the exponentials e'A of the following 2x2 matrices: (a) (b) (c) (d) (e) (f) 3 4 10 01 10 0 5 3 2 2

Q:

How does a job-costing system differ from a process-costing system? A. A job-costing system assigns costs to distinct units; aprocess-costing system assigns costs to masses of similar units. B. A...

Q:

A person's relationship to their local neighborhood association is an example of a social bond. True Filse

Q:

Questions Q1. Write a Python program to retrieve the first and last colors from the following list: color_list = ["red", "green", "white", "blue", "black") Q2. Given the following dictionary,...