Скачать или смотреть Artificial Intelligence - Evolutionary Algorithms

Artificial Intelligence Course in Farzin Academy:
   • Artificial Intelligence - Introduction  

In this Farzin Academy video, we explore Evolutionary Algorithms (EAs) — optimization methods inspired by natural selection and genetics. These algorithms work by maintaining a population of solutions, selecting parents based on fitness, and generating offspring through crossover and mutation. 🧬

You’ll learn how populations evolve over generations, how to apply different crossover techniques (one-point, multi-point, and averaging), and how mutations introduce diversity to avoid local optima.

🧠 Key Topics Covered:

What is an evolutionary algorithm?

Fitness, convergence, and divergence

Crossover (1-point, multi-point, averaging)

Mutation types (bit flip, random swap, Gaussian noise)

Premature convergence and how to overcome it

🎯 Perfect for AI engineers, CS students, and anyone working with heuristic optimization or genetic programming.

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