Detail publikačního výsledku

The Importance of Being Earnest: Multiple Heterogeneous Container Loading with a Simple Genetic Algorithm

RUSIN, F.; FIALA, J.; SANKER, J.; BHATTARAI, S.; EKÁRT, A.

Originální název

The Importance of Being Earnest: Multiple Heterogeneous Container Loading with a Simple Genetic Algorithm

Anglický název

The Importance of Being Earnest: Multiple Heterogeneous Container Loading with a Simple Genetic Algorithm

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

In this study we address the complex practical problem of multiple heterogeneous container loading with a simple genetic algorithm. We demonstrate that with a well-chosen representation including a heuristic and a suitable fitness function the other aspects of the genetic algorithm do not need extensive work for good results. Following systematic study of our method on synthetically generated data, we visually showcase the solution for a company-based problem instance.

Anglický abstrakt

In this study we address the complex practical problem of multiple heterogeneous container loading with a simple genetic algorithm. We demonstrate that with a well-chosen representation including a heuristic and a suitable fitness function the other aspects of the genetic algorithm do not need extensive work for good results. Following systematic study of our method on synthetically generated data, we visually showcase the solution for a company-based problem instance.

Klíčová slova

genetic algorithm; heuristic; multiple heterogeneous container loading

Klíčová slova v angličtině

genetic algorithm; heuristic; multiple heterogeneous container loading

Autoři

RUSIN, F.; FIALA, J.; SANKER, J.; BHATTARAI, S.; EKÁRT, A.

Rok RIV

2026

Vydáno

17.04.2025

Nakladatel

Springer Science and Business Media Deutschland GmbH

ISBN

9783031900617

Kniha

Lecture Notes in Computer Science

Periodikum

Lecture Notes in Computer Science

Číslo

15612 LNCS

Stát

Švýcarská konfederace

Strany od

482

Strany do

495

Strany počet

14

URL

https://link.springer.com/chapter/10.1007/978-3-031-90062-4_30

BibTex

@inproceedings{BUT201464,
  author="{} and  {} and Jan {Fiala} and  {} and  {} and  {}",
  title="The Importance of Being Earnest: Multiple Heterogeneous Container Loading with a Simple Genetic Algorithm",
  booktitle="Lecture Notes in Computer Science",
  year="2025",
  journal="Lecture Notes in Computer Science",
  number="15612 LNCS",
  pages="482--495",
  publisher="Springer Science and Business Media Deutschland GmbH",
  doi="10.1007/978-3-031-90062-4\{_}30",
  isbn="9783031900617",
  url="https://link.springer.com/chapter/10.1007/978-3-031-90062-4_30"
}