AI Academy #4: Learn Bio Inspired Optimization Methods A-Z
- 3.3
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Brief Introduction
Learn Bio Inspired Optimization Methods like Genetic Algorithm and Particle Swarm Optimization. SourceCodes IncludedDescription
Do you like to know the basic theory behind Genetic Algorithm Optimization Method?
Do you like to know the basic theory behind Particle Swarm Optimization Method?
Do you like to know how to solve Travelling Salesman Problem (TSP) with a few lines of codes an Genetic Algorithm?
If you say Yes so read more ...
In this course I want to learn you theory behind bio inspired algorithms like Genetic Algorithm and Particle Swarm Optimization Method. You'll learn basic genetic operators like mutation crossover and selection and how they are work. You'll learn basic concepts of Particle Swarm and how they are work.
In the first part you will learn how to use python and deap library to solve optimization problem and find Min/Max points for your desired functions using Genetic Algorithm.
In the 1st section you'll learn theory of Genetic Algorithm Optimization Method
In the 2nd section you'll know how to use python and deap to optimize simple function precisely.
In the 3rd section you'll learn how to use python and deap to find optimum point of complicated Trigonometric function.
In the 4th section you'll know how to use python and deap to solve Travelling Salesman Problem (TSP) accurately.
In the second part we go further you will learn how to use python and deap library to solve optimization problem using Particle Swarm Optimization
In the 5th section you'll learn theory of Particle Swarm Optimization Method
In the 6th section you'll know how to use python and deap to optimize simple function precisely.
In the 7th section you'll learn how to use python and deap to find optimum point of complicated Trigonometric function.
In the 8th section you'll know how to use python and deap to solve Rastrigin standard function accurately.
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Important information before you enroll:
In case you find the course useless for your career, don't forget you are covered by a 30 day money back guarantee, full refund, no questions asked!
Once enrolled, you have unlimited, lifetime access to the course!
You will have instant and free access to any updates I'll add to the course.
You will give you my full support regarding any issues or suggestions related to the course.
Check out the curriculum and FREE PREVIEW lectures for a quick insight.
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Music from Jukedeck - create your own at jukedeck com
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It's time to take Action!
Click the "Take This Course" button at the top right now!
...Don't waste time! Every second of every day is valuable...
I can't wait to see you in the course!
Best Regrads,
Sobhan
Requirements
- 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.
Sobhan N.
3.3 Raiting
AI Academy #4: Learn Bio Inspired Optimization Methods A-Z
- 3.3
-
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Learn Bio Inspired Optimization Methods like Genetic Algorithm and Particle Swarm Optimization. SourceCodes Included Do you like to know the basic theory behind Genetic Algorithm Optimization Method?...
