You are asked to design the given problem using genetic algorithm. Explain your design approach in terms of following: Vague answered will be penalized. Calculator can be utilized. "Find the value of x where x² - (1/x²) will be maximum in the range of [0, 16]" a. Design the Problem Solving Agent formulation & fitness function b. Describe the Chromose/String representation of a state constituting a parent c. Detail the approach toward the selection, crossover and mutation steps for this problem. Show this with only one iteration of numerical example and the selection step alone for second iteration. d. Explain the significance of "mutation" in the genetic algorithm with given example.

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

please answer with proper explanation and step by step solution. please solve all sub part.

You are asked to design the given problem using genetic algorithm. Explain your design
approach in terms of following: Vague answered will be penalized. Calculator can be
utilized.
"Find the value of x where x² - (1/x²) will be maximum in the range of [0, 16]”
a. Design the Problem Solving Agent formulation & fitness function
b. Describe the Chromose/String representation of a state constituting a parent
c. Detail the approach toward the selection, crossover and mutation steps for this
problem. Show this with only one iteration of numerical example and the selection
step alone for second iteration.
d. Explain the significance of "mutation" in the genetic algorithm with given example.
Transcribed Image Text:You are asked to design the given problem using genetic algorithm. Explain your design approach in terms of following: Vague answered will be penalized. Calculator can be utilized. "Find the value of x where x² - (1/x²) will be maximum in the range of [0, 16]” a. Design the Problem Solving Agent formulation & fitness function b. Describe the Chromose/String representation of a state constituting a parent c. Detail the approach toward the selection, crossover and mutation steps for this problem. Show this with only one iteration of numerical example and the selection step alone for second iteration. d. Explain the significance of "mutation" in the genetic algorithm with given example.
Expert Solution
steps

Step by step

Solved in 5 steps

Blurred answer
Knowledge Booster
Problems on NP complete concept
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