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Genetic Algorithms: Optimization through Natural Selection

Learn the basics of genetic algorithms and how they are used to solve optimization problems by mimicking the process of natural selection.

10 Units

Unit 1

Introduction to Genetic Algorithms

Unit 2

The Basics of Natural Selection

Unit 3

How Genetic Algorithms Work

Unit 4

Crossover and Mutation

Unit 5

Selection and Fitness Functions

Unit 6

Encoding and Decoding Solutions

Unit 7

Convergence and Divergence

Unit 8

Applications of Genetic Algorithms

Unit 9

Advantages and Limitations of Genetic Algorithms

Unit 10

Future of Genetic Algorithms

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