Integer Programming Based Methods Applied to Cutting, Packing, and Scheduling

Autor: Vinícius L. de Lima, Thiago A. de Queiroz, Flávio K. Miyazawa
Rok vydání: 2022
Zdroj: Anais do XXXV Concurso de Teses e Dissertações (CTD 2022).
DOI: 10.5753/ctd.2022.222639
Popis: We propose many contributions related to combinatorial optimization. First, we propose a number of exact methods for a general class of integer programming models, allowing applications to several important combinatorial optimization problems. To evaluate the effectiveness of our methods, we apply them to many well-studied cutting, packing, and scheduling problems, including the classical bin packing problem. The proposed methods could solve a large number of open benchmark instances, becoming the leading algorithms and the new state-of-the-art of all these problems. We also propose contributions to facilitate future research on two-dimensional cutting and packing. Lastly, we solve a complex problem arisen from a real-world case study in the food industry.
Databáze: OpenAIRE