Detail publikace

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

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

Anglický název

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

Typ

Stať ve sborníku v databázi WoS či Scopus

Jazyk

en

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.

Klíčová slova anglicky

genetic algorithm; heuristic; multiple heterogeneous container loading

Vydáno

2025-04-17

Nakladatel

Springer Science and Business Media Deutschland GmbH

ISBN

9783031900617

Kniha

Lecture Notes in Computer Science

Číslo

15612 LNCS

Strany od–do

482–495

Počet stran

14

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"
}