AIFT Seminar by Prof. Minghua CHEN

AIFT Seminar by Prof. Minghua CHEN

AIFT Seminar by Prof. Minghua CHEN

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Prof. Minghua Chen presented a seminar on using machine learning for real-time constrained optimization on 5 Sep 2023. By using neural networks, the approach achieves faster solutions for time-critical applications like autonomous driving and high-frequency trading. He introduced two methods, predict-and-reconstruct and homeomorphic projection, to ensure NN solution strictly satisfies the equality and inequality constraints. It showed that homeomorphic projection outperforms existing methods in solution feasibility and run-time complexity, while maintaining similar optimality loss.

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2023/09/05 @ 11:00 AM to
2023/09/05 @ 12:00 PM

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Units 1101-1102 & 1121-1123,
Building 19W Science Park West Avenue,
Hong Kong Science Park,
Shatin, Hong Kong

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