https://github.com/hpprc/ga-knapsack-optuna-hydra

Knapsack problem solution using Genetic Algorithm and Optuna.
https://github.com/hpprc/ga-knapsack-optuna-hydra

genetic-algorithm optuna

Last synced: 16 days ago
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Knapsack problem solution using Genetic Algorithm and Optuna.

• Host: GitHub
• URL: https://github.com/hpprc/ga-knapsack-optuna-hydra
• Owner: hppRC
• Created: 2021-07-28T13:55:01.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2021-07-28T13:55:10.000Z (over 3 years ago)
• Last Synced: 2024-10-30T20:48:55.053Z (2 months ago)
• Topics: genetic-algorithm, optuna
• Language: Python
• Homepage:
• Size: 29.3 KB
• Stars: 2
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# GA Knapsack with Optuna

## Instllation

```

poetry install

```

## Hyperparameter optimization

```

poetry run python main.py -m mut='interval(0,1)' cross='interval(0,1)'

```