Artificial Intelligence for Operations Research: Revolutionizing the Operations Research Process
CoRR(2024)
摘要
The rapid advancement of artificial intelligence (AI) techniques has opened
up new opportunities to revolutionize various fields, including operations
research (OR). This survey paper explores the integration of AI within the OR
process (AI4OR) to enhance its effectiveness and efficiency across multiple
stages, such as parameter generation, model formulation, and model
optimization. By providing a comprehensive overview of the state-of-the-art and
examining the potential of AI to transform OR, this paper aims to inspire
further research and innovation in the development of AI-enhanced OR methods
and tools. The synergy between AI and OR is poised to drive significant
advancements and novel solutions in a multitude of domains, ultimately leading
to more effective and efficient decision-making.
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