https://github.com/letmaik/evolutionary-container-loading

Container loading with evolutionary algorithms in Scala
https://github.com/letmaik/evolutionary-container-loading

bin-packing evolutionary-algorithms scala three-d

Last synced: 2 months ago
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Container loading with evolutionary algorithms in Scala

• Host: GitHub
• URL: https://github.com/letmaik/evolutionary-container-loading
• Owner: letmaik
• License: other
• Created: 2016-06-17T12:51:07.000Z (about 9 years ago)
• Default Branch: master
• Last Pushed: 2016-06-18T14:27:51.000Z (about 9 years ago)
• Last Synced: 2025-03-29T09:22:47.416Z (3 months ago)
• Topics: bin-packing, evolutionary-algorithms, scala, three-d
• Language: Scala
• Homepage:
• Size: 3.89 MB
• Stars: 19
• Watchers: 3
• Forks: 5
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Evolutionary Container Loading

Student project for solving the container loading problem using evolutionary algorithms.

Built using 

[Scala](http://www.scala-lang.org/),

[Watchmaker](http://watchmaker.uncommons.org/),

[Java 3D](https://java3d.java.net/), and

[JFreeChart](http://www.jfree.org/jfreechart/).

For a detailed description of the methods and background have a look at the [project report](project_report/report.pdf) (German).

![Loading animation of best candidate](screenshots/animation.gif)

Visualization of the best candidate found. Note that a realistic loading order of the container is not taken into account.

![Plot](screenshots/plot.png)

A plot showing the evolution of the solution.