基于神经动力学优化方法的几类优化问题研究

61773136
2017
F0601.人工智能基础
秦泗甜
面上项目
教授
哈尔滨工业大学
62万元
动力学行为;神经网络;随机变分不等式;非光滑复变量伪凸优化问题;双层规划问题
2018-01-01到2021-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 A Novel Neurodynamic Approach to Constrained Complex-Variable Pseudoconvex Optimization 期刊论文 Na Liu;Sitian Qin
2 A generalized neural network for distributed nonsmooth optimization with inequality constraint 期刊论文 Jia Wenwen;Qin Sitian;Xue Xiaoping
3 Neural network for nonsmooth pseudoconvex optimization with general convex constraints 期刊论文 Bian Wei;Ma Litao;Qin Sitian;Xue Xiaoping
4 An inverse-free Zhang neural dynamic for time-varying convex optimization problems with equality and affine inequality constraints 期刊论文 Shao Shuai;Li Haojin;Qin Sitian;Li Guocheng;Luo Cheng
5 Complex Zhang neural networks for complex-variable dynamic quadratic programming 期刊论文 Ma Qiang;Qin Sitian;Jin Tao
6 ANDERSON ACCELERATION FOR A CLASS OF NONSMOOTH FIXED-POINT PROBLEMS 期刊论文 Wei Bian;Xiaojun Chen;C. T. Kelley
7 Exponential bipartite synchronization of delayed coupled systems over signed graphs with Markovian switching via intermittent control 期刊论文 Wang Mengxin;Guo Jia;Qin Sitian;Feng Jiqiang;Li Wenxue
8 Exponential stability of periodic solution for a memristor-based inertial neural network with time delays 期刊论文 Qin Sitian;Gu Liyuan;Pan Xinyu
9 Global Exponential Stability of Periodic Solution of Delayed Discontinuous Cohen–Grossberg Neural Networks and its Applications 期刊论文 Yiyuan Chai;Jiqiang Feng;Sitian Qin;Xinyu Pan
10 A subgradient-based continuous-time algorithm for constrained distributed quadratic programming 期刊论文 Xinrui Jiang;Sitian Qin;Xiaoping Xue
11 Neural networks with finite-time convergence for solving time-varying linear complementarity problem & nbsp; 期刊论文 Li Haojin;Shao Shuai;Qin Sitian;Yang Yunbo
12 Accelerated Iterative Hard Thresholding Algorithm for l0 Regularized Regression Problem 期刊论文 Wu Fan;Bian Wei
13 A nonautonomous-differential-inclusion neurodynamic approach for nonsmooth distributed optimization on multi-agent systems 期刊论文 Wen Xingnan;Wang Yixuan;Qin Sitian
14 A one-layer recurrent neural network for nonsmooth pseudoconvex optimization with quasiconvex inequality and affine equality constraints 期刊论文 Na Liu;Jun Wang;Sitian Qin
15 A penalty-like neurodynamic approach to constrained nonsmooth distributed convex optimization 期刊论文 Jiang Xinrui;Qin Sitian;Xue Xiaoping
16 A projection-based continuous-time algorithm for distributed optimization over multi-agent systems 期刊论文 Xingnan Wen;Sitian Qin
17 Continuous-Time Algorithm for Approximate Distributed Optimization With Affine Equality and Convex Inequality Constraints 期刊论文 Jiang Xinrui;Qin Sitian;Xue Xiaoping
18 An Adaptive Continuous-Time Algorithm for Nonsmooth Convex Resource Allocation Optimization 期刊论文 Wenwen Jia;Na Liu;Sitian Qin
19 Smoothing neural network for L0 regularized optimization problem with general convex constraints 期刊论文 Wenjing Li;Wei Bian
20 A Neural Network for Moore-Penrose Inverse of Time-Varying Complex-Valued Matrices 期刊论文 Chai Yiyuan;Li Haojin;Qiao Defeng;Qin Sitian;Feng Jiqiang
21 A continuous-time neurodynamic approach and its discretization for distributed convex optimization over multi-agent systems. 期刊论文 Xingnan Wen;Linhua Luan;Sitian Qin
22 Projected Neural Network for a Class of Non-Lipschitz Optimization Problems With Linear Constraints 期刊论文 Wenjing Li;Wei Bian;Xiaoping Xue
23 Multistability of Almost Periodic Solution for Memristive Cohen-Grossberg Neural Networks with Mixed Delays 期刊论文 Sitian Qin;Qiang Ma;Jiqiang Feng;Chen Xu
24 A neurodynamic approach to compute the generalized eigenvalues of symmetric positive matrix pair 期刊论文 Feng Jiqiang;Yan Su;Qin Sitian;Han Wen
25 A neurodynamic approach to nonlinear optimization problems with affine equality and convex inequality constraints 期刊论文 Liu Na;Qin Sitian
26 约束非光滑凸优化问题的光滑加速算法 期刊论文 边伟
27 A Smoothing Proximal Gradient Algorithm for Nonsmooth Convex Regression with Cardinality Penalty 期刊论文 Wei Bian;Xiaojun Chen
28 A power reformulation continuous-time algorithm for nonconvex distributed constrained optimization over multi-agent systems 期刊论文 Liu Na;Zhao Shijie;Qin Sitian
29 Projection neural network for a class of sparse regression problems with cardinality penalty 期刊论文 Li Wenjing;Bian Wei
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