Integrating Machine Learning and Optimization to Boost Decision Making

Ferdinando Fioretto

doi:10.24963/ijcai.2022/815

Integrating Machine Learning and Optimization to Boost Decision Making

Ferdinando Fioretto

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Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence

Early Career. Pages 5808-5812. https://doi.org/10.24963/ijcai.2022/815

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This paper presents a conceptual review of our recent advancements in the integration of machine learning and optimization. It focuses on describing new hybrid machine learning and optimization methods to predict fast, approximate, solutions to combinatorial problems and to enable structural logical inference.

Keywords:

EC: Machine Learning

EC: Combinatorial Optimization