https://github.com/farzeennimran/genetic-algorithm
https://github.com/farzeennimran/genetic-algorithm
artificial-intelligence data-science genetic-algorithm neural-network python
Last synced: 2 months ago
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- Host: GitHub
- URL: https://github.com/farzeennimran/genetic-algorithm
- Owner: farzeennimran
- Created: 2024-06-08T18:04:17.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2024-06-08T18:09:16.000Z (about 2 years ago)
- Last Synced: 2024-12-26T23:26:42.361Z (over 1 year ago)
- Topics: artificial-intelligence, data-science, genetic-algorithm, neural-network, python
- Language: Jupyter Notebook
- Homepage:
- Size: 13.7 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Genetic Algorithm
In Genetic Algorithm, the evolution usually starts from a population of randomly generated individuals and happens in generations.
In each generation, the fitness of every individual in the population is evaluated, multiple individuals are selected from the current population (based on their fitness), and modified to form a new population.
The new population is used in the next iteration of the algorithm.
The algorithm terminates when either a maximum number of generations has been produced, or a satisfactory fitness level has been reached for the population.