3 papers
cs.NE2026
A Quantum-Driven Evolutionary Framework for Solving High-Dimensional Sharpe Ratio Portfolio Optimization
Mingyang Yu, Jiaqi Zhang, Haorui Yang +3
High-dimensional portfolio optimization faces significant computational challenges under complex constraints, with traditional optimization methods struggling to balance convergenc…
eess.SP2021
A Novel Sleep Stage Classification Using CNN Generated by an Efficient Neural Architecture Search with a New Data Processing Trick
Yu Xue, Ziming Yuan, Adam Slowik
With the development of automatic sleep stage classification (ASSC) techniques, many classical methods such as k-means, decision tree, and SVM have been used in automatic sleep sta…
cs.NE2019
Monkey Optimization System with Active Membranes: A New Meta-heuristic Optimization System
Moustafa Zein, Aboul Ella Hassanien, Ammar Adl +1
Optimization techniques, used to get the optimal solution in search spaces, have not solved the time-consuming problem. The objective of this study is to tackle the sequential proc…