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Learning to Compare Nodes in Branch and Bound with Graph Neural Networks.

, , и . NeurIPS, (2022)

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Melanie Lödige

Hartwig Lödige

Klaus Lodigkeit

Ute Löding-Schwerdtfeger

Christof Löding

 

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Improving spectral bounds for clustering problems by Lagrangian relaxation., , и . ITOR, 18 (6): 647-661 (2011)Approximation Algorithms for the Multi-item Capacitated Lot-Sizing Problem Via Flow-Cover Inequalities., , и . IPCO, том 4513 из Lecture Notes in Computer Science, стр. 454-468. Springer, (2007)On Counting Lattice Points and Chvátal-Gomory Cutting Planes., , и . CPAIOR, том 6697 из Lecture Notes in Computer Science, стр. 131-136. Springer, (2011)Solution of the Cumulative Assignment Problem With a Well-Structured Tabu Search Method., , и . J. Heuristics, 5 (2): 123-143 (1999)Approximation Algorithms for the Capacitated Multi-Item Lot-Sizing Problem via Flow-Cover Inequalities., , и . Math. Oper. Res., 33 (2): 461-474 (2008)Scheduling M2M traffic over LTE uplink of a dense small cells network., , , и . ISWCS, стр. 760-764. IEEE, (2015)Combining low-leakage techniques for FPGA routing design., , и . FPGA, стр. 208-214. ACM, (2005)Deep Learning for Patient-Specific Kidney Graft Survival Analysis., , , , и . CoRR, (2017)Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies., , , и . CoRR, (2020)On the knapsack closure of 0-1 Integer Linear Programs., и . Electron. Notes Discret. Math., (2010)