https://github.com/bambier/genetic-algorithm

Genetic Algorithm for "Modelling and Optimization of Biotechnological Processes - Artificial Intelligence Approaches" Book
https://github.com/bambier/genetic-algorithm

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Genetic Algorithm for "Modelling and Optimization of Biotechnological Processes - Artificial Intelligence Approaches" Book

• Host: GitHub
• URL: https://github.com/bambier/genetic-algorithm
• Owner: bambier
• Created: 2024-08-01T21:57:17.000Z (5 months ago)
• Default Branch: main
• Last Pushed: 2024-08-01T22:12:45.000Z (5 months ago)
• Last Synced: 2024-08-01T23:59:20.069Z (5 months ago)
• Language: Python
• Size: 12.7 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Genetic Algorithm for Optimizing a Systems

This algorithm was written acording to [*Modelling and Optimization of Biotechnological Processes*](https://link.springer.com/book/10.1007/978-3-540-32493-5) **book**.

In this algorithm both `kinetic_expressions` and `multi_feed_expressions` function were

extracted from the book directly. `fitness` function also design as described in book. (*not direcly*)

Other functions including:

* `roulette_wheel_selection`

* `crossover`

* `mutation`

* `evolution`

* `main`

all were writen from scratch based on our need.