Answered: Genetic algorithms are a particular…

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

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Question

Genetic algorithms are a particular class of evolutionary algorithms that use
techniques inspired by evolutionary biology such as inheritance, mutation,
selection, and crossover (also called recombination).
a) Optimization is a process that finds a best, or optimal, solution for a
problem. Explain in your own words the three factors that are centered
on optimization problems in genetic algorithms and illustrate your
answers with appropriate examples.
AN(6)
b) In your own words, clearly discuss the five applications of genetic
algorithms and provide appropriate examples to explain your answers.
CR(7)
c) Explain in details with practical examples how one-point crossover and
two-point crossover operators work in your own words.

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