Real-Time Neural Network Scheduling of Emergency Medical Mask Production during COVID-19

no code implementations • 28 Jul 2020 • Chen-Xin Wu, Min-Hui Liao, Mumtaz Karatas, Sheng-Yong Chen, Yu-Jun Zheng

We applied the proposed approach to schedule emergency production tasks for a medical mask manufacturer during the peak of COVID-19 in China.

Scheduling

Intelligent Optimization of Diversified Community Prevention of COVID-19 using Traditional Chinese Medicine

no code implementations • 28 Jul 2020 • Yu-Jun Zheng, Si-Lan Yu, Jun-Chao Yang, Tie-Er Gan, Qin Song, Jun Yang, Mumtaz Karatas

First, we use a fuzzy clustering method to divide the population based on both modern medicine and TCM health characteristics; we then use an interactive optimization method, in which TCM experts develop different TCM prevention programs for different clusters, and a heuristic algorithm is used to optimize the programs under the resource constraints.

Clustering Computational Efficiency