Traveling Salesman Problem: A Case Study of a Scheduling Problem in a Steelmaking Plant

Kai Krämer; Ludger van Elst; Asier Arteaga

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Paper

Traveling Salesman Problem: A Case Study of a Scheduling Problem in a Steelmaking Plant

Topics: Artificial Intelligence based Systems for Smart Production; Concrete Applications of Industry 4.0 based concepts for Manufacturing

In Proceedings of the 3rd International Conference on Innovative Intelligent Industrial Production and Logistics - Volume 1: ETCIIM, 291-296, 2022 , Valletta, Malta

Authors: Kai Krämer ¹ ; Ludger van Elst ¹ and Asier Arteaga ²

Affiliations: ¹ Deutsches Forschungszentrum für künstliche Intelligenz, Germany ; ² Sidenor, Spain

Keyword(s): Scheduling, Traveling Salesman Problem, Optimization, Industry.

Abstract: To be competitive as a company today, it is important to have key competences such as flexibility and the ability to offer a wide range of products and minimize costs. In this article, we report on an steelmaking plant and its scheduling problem. We have interpreted the optimization problem as a travelling salesman problem and show how it can be modelled. To minimize the problem we chose the simulated annealing algorithm and see how the object function can be adapted to consider-factory based constraints and how to fasten the computation time with simple techniques.

CC BY-NC-ND 4.0

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Paper citation in several formats:

Krämer, K.; van Elst, L. and Arteaga, A. (2022). Traveling Salesman Problem: A Case Study of a Scheduling Problem in a Steelmaking Plant. In Proceedings of the 3rd International Conference on Innovative Intelligent Industrial Production and Logistics - ETCIIM; ISBN 978-989-758-612-5; ISSN 2184-9285, SciTePress, pages 291-296. DOI: 10.5220/0011598000003329

@conference{etciim22,
author={Kai Krämer. and Ludger {van Elst}. and Asier Arteaga.},
title={Traveling Salesman Problem: A Case Study of a Scheduling Problem in a Steelmaking Plant},
booktitle={Proceedings of the 3rd International Conference on Innovative Intelligent Industrial Production and Logistics - ETCIIM},
year={2022},
pages={291-296},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011598000003329},
isbn={978-989-758-612-5},
issn={2184-9285},
}

TY - CONF

JO - Proceedings of the 3rd International Conference on Innovative Intelligent Industrial Production and Logistics - ETCIIM
TI - Traveling Salesman Problem: A Case Study of a Scheduling Problem in a Steelmaking Plant
SN - 978-989-758-612-5
IS - 2184-9285
AU - Krämer, K.
AU - van Elst, L.
AU - Arteaga, A.
PY - 2022
SP - 291
EP - 296
DO - 10.5220/0011598000003329
PB - SciTePress