Artificial Intelligence #7 : Genetic Algorithm Optimization
What you'll learn
- You'll know the ideas behind Genetic Algorithm.
- You'll learn basic Genetic Algorithm operators.
- You'll know how mutation works in Genetic Algorithm.
- You'll learn how cross over operator works in Genetic Algorithm.
- 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 problems like Travelling Salesman Problem (TSP).
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.
Description
Do you like to know the basic theory behind Genetic Algorithm Optimization Method?
Do you like to learn how to solve optimization problems like Min/Max finding with Genetic Algorithm 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 computer science and operations research, a genetic algorithm (GA) is a meta heuristic inspired by the process of natural selection that belongs to the larger class of evolutionary algorithms (EA). Genetic algorithms are commonly used to generate high-quality solutions to optimization and search problems by relying on bio-inspired operators such as mutation, crossover and selection.
In this course I want to learn you theory behind Genetic Algorithm Optimization Method. You'll learn basic genetic operators like mutation crossover and selection and how they are work.
Then we go further you will learn how to use python and deap library to solve optimization problem and find Min/Max points for your desired functions.
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.
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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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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
Who this course is for:
- Anyone who wants to learn Genetic Algorithm Optimization Method.
- Anyone who wants to learn Deap library.
- Learners who want to work in data science and big data field
- students who want to learn machine learning
- Data analyser, Researcher, Engineers and Post Graduate Students need accurate and fast regression method.
- Modelers, Statisticians, Analysts and Analytic Professional.
Instructor
- 3.4 Instructor Rating
- 429 Reviews
- 24,065 Students
- 14 Courses
My passion is teaching people through online courses. I love learning new skills, and since 2015 have been teaching people like you everything. I create courses that teach you how to become the better version of yourself with all kinds of skills.
What would you like to learn?
Would you like to learn Artificial Intelligence in python?
Would you like to make money creating landing pages?
Would you like to build your own AI programs & do something awesome for you?
Would you like to learn Xamarin to make both iOS/Android apps?
Would you like to learn how to write codes in HTML5 and CSS3?
Would you like to learn MATLAB the scientific language for researchers?
If you want to do any of these things, just enroll in the course. You have a 30-day money back guarantee if you don't like it. And I'm always improving my courses so that they stay up to date and the best that they can be. Check them out, and enroll today!
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About Sobhan N:
I have PhD degree in Electrical Engineering and like to learn anything about Electronics, Programming and Artificial Intelligence. I like electronic stuff like Arduino, Raspberry Pi and microcontrollers.
My passion is helping people reveal hidden talents and guide them into the world of startups and programming. I currently am teaching Artificial Intelligence, App Deign, Web Design and MATLAB programming languages. I’m also teaching Electrical Engineering and Computer Science Courses in Universities.