3 citations · 3 across the 4 of their papers we have counts for
6 papers
A novel class of fixed-time consensus protocols for multi-agent systems with simple dynamics
Yuquan Chen, Fumian Wang, Bing Wang
This paper investigates the fixed-time consensus problem for a class of multi-agent systems with simple dynamics. Unlike the traditional way to realize fixed-time convergence, a no…
Finite-time and Fixed-time Convergence in Continuous-time Optimization
Yuquan Chen, Yiheng Wei, YangQuan Chen
It is known that the gradient method can be viewed as a dynamic system where various iterative schemes can be designed as a part of the closed loop system with desirable properties…
Optimal Randomness in Swarm-Based Search
Jiamin Wei, YangQuan Chen, Yongguang Yu +1
Lévy flights is a random walk where the step-lengths have a probability distribution that is heavy-tailed. It has been shown that Lévy flights can maximize the efficiency of resour…
Convolutional neural networks with fractional order gradient method
Dian Sheng, Yiheng Wei, Yuquan Chen +1
This paper proposes a fractional order gradient method for the backward propagation of convolutional neural networks. To overcome the problem that fractional order gradient method…
A novel perspective to gradient method: the fractional order approach
Yuquan Chen, Yiheng Wei, Yong Wang
In this paper, we give some new thoughts about the classical gradient method (GM) and recall the proposed fractional order gradient method (FOGM). It is proven that the proposed FO…
On optimal tempered Lévy flight foraging
Yuquan Chen, Derek Hollenbeck, Yong Wang +1
Optimal random foraging strategy has gained increasing concentrations. It is shown that Lévy flight is more efficient compared with the Brownian motion when the targets are sparse.…