计算运筹学交换(核心):分析的网络基础设施

Yunxiao Deng, C. Kesselman, S. Sen, Jiajun Xu
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引用次数: 5

摘要

cORe是一个新的网络基础设施,它将促进计算运筹学的交流。OR模型出现在许多工程领域,例如设计、制造和服务(例如,银行/金融、卫生系统),以及特定的以基础设施为中心的应用,例如物流/供应链、电力系统操作、电信、交通/运输等等。此外,现代OR工具也被用于许多基础学科,如计算机科学、机器学习等。鉴于手术室的广泛足迹,强大的网络基础设施的发展不仅有可能促进数据、模型、软件和实验的更大交换,而且还可以增强手术室内部和上述多个学科的可重复性和可重用性。cORe也有可能大幅减少使用分析方法研究资源分配的研究团体的计算负担。本文概述了cORe的功能、设计和计算。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Computational Operations Research Exchange (Core): A Cyber-Infrastructure for Analytics
cORe is a new cyber-infrastructure which will facilitate computational Operations Research exchange. OR models arise in many engineering domains, such as design, manufacturing, and services (e.g., banking/finance, health systems), as well as specific infrastructure-centric applications such as logistics/supply chains, power system operations, telecommunications, traffic/ transportation, and many more. In addition, modern OR tools have also been adopted in many foundational disciplines, such as computer science, machine learning, and others. Given the broad footprint of OR, the development of a robust cyber-infrastructure has the potential to not only promote greater exchange of data, models, software, and experiments but also enhance reproducibility and re-usability, both within OR, and across multiple disciplines mentioned above. cORe also has the potential to drastically reduce the computational burden on research communities which study resource allocation using analytics. This paper presents an overview of the functionality, design, and computations using cORe.
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