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Introduction to Genetic Algorithms
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Coding a Genetic Algorithm from scratch.
Welcome to the first video in my series about coding a Genetic Algorithm from scratch! This video is a brief introduction to genetic algorithms giving a high-level overview before we are ready to jump into creating our very own!
In later videos, we will use the information we cover here to first create a simulation of animals out-evolving one another. We will then create a generic Genetic Algorithm template, and lastly, we will write a Neural Network, and use our template Genetic Algorithm to train a car to drive itself!
0:00 Introduction
0:56 Natural Selection Example
2:54 Peppered Moth Example
3:26 GA Components
5:41 GA Process Example
9:08 Summary & Outro
Links and stuff:
Training Genetic Algorithms to drive a car:
Join us on Discord:
Peppered Moth Evolution:
Images:
Welcome to the first video in my series about coding a Genetic Algorithm from scratch! This video is a brief introduction to genetic algorithms giving a high-level overview before we are ready to jump into creating our very own!
In later videos, we will use the information we cover here to first create a simulation of animals out-evolving one another. We will then create a generic Genetic Algorithm template, and lastly, we will write a Neural Network, and use our template Genetic Algorithm to train a car to drive itself!
0:00 Introduction
0:56 Natural Selection Example
2:54 Peppered Moth Example
3:26 GA Components
5:41 GA Process Example
9:08 Summary & Outro
Links and stuff:
Training Genetic Algorithms to drive a car:
Join us on Discord:
Peppered Moth Evolution:
Images:
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