https://github.com/bambier/genetic-algorithm
Genetic Algorithm according to "Modeling and Optimization of Biotechnological Processes - Artificial Intelligence Approaches" Book
https://github.com/bambier/genetic-algorithm
algorithms artificial-intelligence biotech biotechnology genetic-algorithm python
Last synced: 4 months ago
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Genetic Algorithm according to "Modeling 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 (12 months ago)
- Default Branch: main
- Last Pushed: 2024-08-01T22:12:45.000Z (12 months ago)
- Last Synced: 2025-02-03T10:13:53.798Z (5 months ago)
- Topics: algorithms, artificial-intelligence, biotech, biotechnology, genetic-algorithm, python
- Language: Python
- Homepage:
- Size: 12.7 KB
- Stars: 2
- Watchers: 1
- Forks: 0
- Open Issues: 0
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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.