Define genetic algorithms and its main theme

Assignment Help Data Structure & Algorithms

Reference no: EM131740350

Assignment: Decision support systems

Question One

What is sentiment analysis? Write the steps for the sentiment analysis process.

Question Two

Give definition for each of the following.

a. Web mining
b. Web Content mining
c. Web Usage mining
d. Social Media Analytics

Question Three

Define Genetic Algorithms and its main theme.

Write the names of genetic operators used in Genetic Algorithms.

Question Four

Produce the next generation from the given initial population.

	Initial Population
	32	16	8	4	2	1	Calculated Results
Parent 1	1	0	0	1	1	0	38
Parent 2	1	1	1	0	0	0	56
Parent 3	0	0	1	1	0	0	12
Parent 4	1	0	1	0	1	1	43

Hints for students:

• Select the best two parents
• Perform crossover- Take the crossover pointexactly in the middle
• Perform mutation - offspring1- mutate bits 2 and 5
offspring2- mutate bits 1 and 4
• Generate the next population

Reference no: EM131740350

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