Znmangosteen / Evolutionary-Algorithm

Evolutionary Algorithm using Python

In these tutorials, we will demonstrate and visualize algorithms like Genetic Algorithm, Evolution Strategy, NEAT etc.

All methods mentioned below have their video and text tutorial in Chinese. Visit 莫烦 Python for more.

• Genetic Algorithm
  • Basic GA
  • Match Phrase Example
  • Travel Sales Problem
  • Find Path Example
  • Microbial GA
• Evolution Strategy
  • Basic ES
  • (1+1)-ES
  • Natural Evolution Strategy (NES)
• Using Neural Nets
  • NEAT for Supervised-Learning
  • NEAT for Reinforcement-Learning
  • Distributed ES with Neural Nets (OpenAI)

Basic GA

Match Phrase Example

Travel Sales Problem

Find Path Example

Basic ES

Natural Evolution Strategy (NES)

Distributed ES with Neural Nets (OpenAI)

Donation

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