https://github.com/viniciusfinger/genetic-cargo
Optimize your truck loading process with a genetic algorithm designed to select the optimal combination between items and values. 🧬 (⚠️ Being refactored).
https://github.com/viniciusfinger/genetic-cargo
artificial-intelligence genetic-algorithm logistic python
Last synced: about 1 year ago
JSON representation
Optimize your truck loading process with a genetic algorithm designed to select the optimal combination between items and values. 🧬 (⚠️ Being refactored).
- Host: GitHub
- URL: https://github.com/viniciusfinger/genetic-cargo
- Owner: viniciusfinger
- Created: 2021-05-28T21:13:26.000Z (about 5 years ago)
- Default Branch: main
- Last Pushed: 2024-12-23T21:19:58.000Z (over 1 year ago)
- Last Synced: 2025-04-12T21:18:31.763Z (about 1 year ago)
- Topics: artificial-intelligence, genetic-algorithm, logistic, python
- Language: Python
- Homepage:
- Size: 24.1 MB
- Stars: 7
- Watchers: 1
- Forks: 3
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Genetic Cargo: Genetic Algorithm for Optimized Truck Loading 🚚🧬
Optimize your truck loading process with a genetic algorithm designed to select the optimal combination between items and values. This algorithm ensures maximum value for your cargo while adhering to weight constraints, streamlining your logistics with precision 🧬
## Features
- **Genetic Algorithm**: Utilizes a genetic algorithm to find the best combination of items.
- **Item Selection**: Selects items based on their value and weight.
- **Weight Limit**: Ensures that the total weight of the selected items does not exceed the truck's weight limit.
- **Optimization**: Seeks to maximize the total value of the loaded items.
## Prerequisites
Before running the application, ensure you have the following installed:
- Python 🐍 (For running the application)