运筹学与机器学习:工程课程

Alvaro Talavera, Ana Luna
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引用次数: 1

摘要

在这项工作中,我们将基于机器学习(ML)和计算智能(IC)的计算技术整合到工程师运筹学(OR)学位课程中使用的传统方法中。这些技术和方法之间的协同作用使学生能够处理复杂的问题。本文的主要贡献是利用利用计算机模拟、集成电路和不同混合模型的数学模型之间的协同作用,为OR课程提出了不同的建议。
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Operational Research and Machine Learning: An Engineering Course
In this work, we integrate computational techniques based on machine learning (ML) and computational intelligence (IC) to conventional methodologies used in the Operational Research (OR) degree course for Engineers. That synergy between those techniques and methods allows students to deal with complex problems. The main contribution of this paper is to present a different proposal for OR courses using the synergy between mathematical models employing computer simulations, IC and different hybrid models.
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