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Löwens, Christian; Ashraf, Inaam; Gembus, Alexander; Cuizon, Genesis; Falkner, Jonas K.; Schmidt-Thieme, Lars Solving the traveling salesperson problem with precedence constraints by deep reinforcement learning. (English) Zbl 1522.68499 Bergmann, Ralph (ed.) et al., KI 2022: advances in artificial intelligence. 45th German conference on AI, Trier, Germany, September 19–23, 2022. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13404, 160-172 (2022). MSC: 68T07 90C27 PDFBibTeX XMLCite \textit{C. Löwens} et al., Lect. Notes Comput. Sci. 13404, 160--172 (2022; Zbl 1522.68499) Full Text: DOI arXiv
Wang, Yang; Chen, Zhibin Dynamic graph conv-LSTM model with dynamic positional encoding for the large-scale traveling salesman problem. (English) Zbl 1514.90206 Math. Biosci. Eng. 19, No. 10, 9730-9748 (2022). MSC: 90C27 90C59 PDFBibTeX XMLCite \textit{Y. Wang} and \textit{Z. Chen}, Math. Biosci. Eng. 19, No. 10, 9730--9748 (2022; Zbl 1514.90206) Full Text: DOI
Hottung, André; Tierney, Kevin Neural large neighborhood search for routing problems. (English) Zbl 07613164 Artif. Intell. 313, Article ID 103786, 17 p. (2022). MSC: 68Txx PDFBibTeX XMLCite \textit{A. Hottung} and \textit{K. Tierney}, Artif. Intell. 313, Article ID 103786, 17 p. (2022; Zbl 07613164) Full Text: DOI arXiv
Mazyavkina, Nina; Sviridov, Sergey; Ivanov, Sergei; Burnaev, Evgeny Reinforcement learning for combinatorial optimization: a survey. (English) Zbl 1511.90356 Comput. Oper. Res. 134, Article ID 105400, 15 p. (2021). MSC: 90C27 90C59 68T05 90-02 PDFBibTeX XMLCite \textit{N. Mazyavkina} et al., Comput. Oper. Res. 134, Article ID 105400, 15 p. (2021; Zbl 1511.90356) Full Text: DOI arXiv