Critically describe and discuss Genetic Algorithm (GA) operators.  the four main operators in GA, namely selection, crossover,  mutation and swap. write an essay addressing ALL the above operators focusing  on - Description of the operator, giving examples on the different implementations of each  operator  - Critical analysis comparing the operators and implementations (such as strengths and  weakness), using real-life example applications - Conclusion comparing some or all of the above operators with operators from at least one  other swarm optimisation approach (such as ant colony, bee colony, fish pooling etc)  The essa

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
Section: Chapter Questions
Problem 1PE
icon
Related questions
Question

Critically describe and discuss Genetic Algorithm (GA) operators. 
the four main operators in GA, namely selection, crossover, 
mutation and swap.


write an essay addressing ALL the above operators focusing 
on
- Description of the operator, giving examples on the different implementations of each 
operator 
- Critical analysis comparing the operators and implementations (such as strengths and 
weakness), using real-life example applications
- Conclusion comparing some or all of the above operators with operators from at least one 
other swarm optimisation approach (such as ant colony, bee colony, fish pooling etc) 


The essay should NOT be more than 2000 words. You can include tables and 
figures . 

 

 

PLEASE DONT JUST USE CHAT GPT!!!

Expert Solution
steps

Step by step

Solved in 6 steps

Blurred answer
Knowledge Booster
Intelligent Machines
Learn more about
Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, computer-science and related others by exploring similar questions and additional content below.
Similar questions
  • SEE MORE QUESTIONS
Recommended textbooks for you
Database System Concepts
Database System Concepts
Computer Science
ISBN:
9780078022159
Author:
Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:
McGraw-Hill Education
Starting Out with Python (4th Edition)
Starting Out with Python (4th Edition)
Computer Science
ISBN:
9780134444321
Author:
Tony Gaddis
Publisher:
PEARSON
Digital Fundamentals (11th Edition)
Digital Fundamentals (11th Edition)
Computer Science
ISBN:
9780132737968
Author:
Thomas L. Floyd
Publisher:
PEARSON
C How to Program (8th Edition)
C How to Program (8th Edition)
Computer Science
ISBN:
9780133976892
Author:
Paul J. Deitel, Harvey Deitel
Publisher:
PEARSON
Database Systems: Design, Implementation, & Manag…
Database Systems: Design, Implementation, & Manag…
Computer Science
ISBN:
9781337627900
Author:
Carlos Coronel, Steven Morris
Publisher:
Cengage Learning
Programmable Logic Controllers
Programmable Logic Controllers
Computer Science
ISBN:
9780073373843
Author:
Frank D. Petruzella
Publisher:
McGraw-Hill Education