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Neural Networks : the Official Journal of the International Neural Network Society|July 23, 2024
A collaborative neurodynamic approach with two-timescale projection neural networks designed via majorization-minimization for global optimization and distributed global optimizationYangxia Li, Zicong Xia, Yang Liu, et al.
Neural Networks : the Official Journal of the International Neural Network Society|October 27, 2023
An event-triggered collaborative neurodynamic approach to distributed global optimizationZicong Xia, Yang Liu, Jun Wang
Neural Networks : the Official Journal of the International Neural Network Society|June 22, 2023
Two-timescale recurrent neural networks for distributed minimax optimizationZicong Xia, Yang Liu, Jiasen Wang, et al.
IEEE Transactions on Cybernetics|July 19, 2023
A Collaborative Neurodynamic Optimization Approach to Distributed Nash-Equilibrium Seeking in Multicluster Games With Nonconvex FunctionsZicong Xia, Yang Liu, Wenwu Yu, et al.
IEEE Transactions on Neural Networks and Learning Systems|January 14, 2022
Clifford-Valued Distributed Optimization Based on Recurrent Neural NetworksZicong Xia, Yang Liu, Kit Ian Kou, et al.
Neural Networks : the Official Journal of the International Neural Network Society|December 27, 2024
Distributed nonconvex optimization subject to globally coupled constraints via collaborative neurodynamic optimizationZicong Xia, Yang Liu, Cheng Hu, et al.
IEEE Transactions on Cybernetics|March 3, 2025
Distributed Bilevel Constrained Optimization via Multiagent System ApproachesZicong Xia, Wenwu Yu, Yang Liu, et al.
IEEE Transactions on Cybernetics|November 18, 2020
Penalty Method for Constrained Distributed Quaternion-Variable OptimizationZicong Xia, Yang Liu, Jianquan Lu, et al.
IEEE Transactions on Cybernetics|July 8, 2021
A Distributed Optimization Problem Subject to Partial-Impact Cost FunctionsZicong Xia, Yang Liu, Jianquan Lu, et al.
IEEE Transactions on Neural Networks and Learning Systems|August 31, 2021
An RNN-Based Algorithm for Decentralized-Partial-Consensus Constrained OptimizationZicong Xia, Yang Liu, Jianlong Qiu, et al.
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