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Artificial Intelligence #8 : Particle Swarm Optimization

Artificial Intelligence #8 : Particle Swarm Optimization

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Artificial Intelligence #8 : Particle Swarm Optimization

Artificial Intelligence #8 : Particle Swarm Optimization, Learn how to solve optimization problem using Particle Swarm Optimization Method

Created by Sobhan N.

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What Will I Learn?
  • You'll know the ideas behind Particle Swarm Optimization Method.
  • You'll learn how to write programs with python and deap library to solve Min/Max problem.
  • You'll learn how particles work to find the optimum point of the function
  • You'll learn how cognitive and social coefficients are work.
  • You'll know how to optimize simple functions.
  • You'll know how to find optimum point for complicated Trigonometric functions.
  • You'll learn how to solve well known standard functions like Rastrign.
Requirements
  • You should know about basic statistics
  • You must know basic python programming
  • Install Sublime and required library for python
  • All you need is a decent PC/Laptop (2GHz CPU, 4GB RAM). You will get the rest from me.
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