English(EN) Instance Generation for Patient-to-room Assignment and Admission Scheduling Based on Real Hospital Data

新的生成器创建逼真的医院调度数据

作者 PulseAugur 编辑部 · [1 个来源] · 2026-07-10 04:00

开发了一种新的可配置实例生成器，用于医疗保健中的患者分配和入院调度问题。该工具基于对真实医院数据的广泛分析，旨在通过识别病房特定的模式（如患者年龄和住院时间分布）来提高生成实例的真实性。该生成器还通过实施动态规划方法和扩展现有的可行性结果来解决不可行实例的问题。 AI

排序理由该集群包含一篇研究论文，详细介绍了为医疗保健优化问题生成合成数据的新方法。[lever_c_demoted from research: ic=1 ai=0.4]

AI 生成摘要 · Google Gemini · 来自 1 个来源。我们如何撰写摘要 →

报道来源 [1]

arXiv cs.LG TIER_1 English(EN) · Tabea Brandt, Christina B\"using, Johanna Leweke, Finn Seesemann, Sina Weber · 2026-07-10 04:00

Instance Generation for Patient-to-room Assignment and Admission Scheduling Based on Real Hospital Data

arXiv:2507.03423v2 Announce Type: replace-cross Abstract: Developing algorithms for real-life problems that perform well in practice depends on the availability of realistic data for testing. Obtaining real-life data for optimization problems in health care, however, is often dif…