AIFT Seminar by Prof. Minghua CHEN

AIFT Seminar by Prof. Minghua CHEN

AIFT Seminar by Prof. Minghua CHEN

by
221 221 people viewed this event.

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.

Additional Details

Event registration closed.
 

Date And Time

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

Registration End Date

2023/09/05
 

Event Types

 

Event Category

Share With Friends

Address

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

Products & Solutions

People

About Us

Address

Copyright © 2024 Laboratory for AI-Powered Financial Technologies Ltd. All Rights Reserved.