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Pattern Recognition, ISSN 0031-3203, 06/2018, Volume 78, pp. 167 - 181
Least squares support vector machine (LS-SVM) is a popular hyperplane-based classifier and has attracted many attentions. However, it may suffer from... 
Feature selection | Sparse approximation | Least squares support vector machine (LS-SVM) | Global optimality | Lq-norm | norm
Journal Article
Mechanical Systems and Signal Processing, ISSN 0888-3270, 03/2018, Volume 102, pp. 198 - 213
Sparsity is becoming a more and more important topic in the area of machine learning and signal processing recently. One big family of sparse measures in... 
Deep learning | Sparse filtering | Rotating machinery | Minimum entropy deconvolution | Incipient fault detection
Journal Article
SIAM Journal on Control and Optimization, ISSN 0363-0129, 2017, Volume 55, Issue 5, pp. 3370 - 3407
Journal Article
Journal of Function Spaces, ISSN 2314-8896, 2015, Volume 2015
  The paper discusses the relationship between the null space property (NSP) and the [subscript]lq[/subscript] -minimization in compressed sensing. Several... 
Sparsity | Colleges & universities | Science | Signal processing | Linear programming | Optimization | Convex analysis | Inequality | Reconstruction | Equivalence | Function space | Blocking | Detection | Compressed | Standards
Journal Article
IEEE Transactions on Information Theory, ISSN 0018-9448, 08/2018, Volume 64, Issue 8, pp. 5498 - 5512
Journal Article
Signal Processing, ISSN 0165-1684, 05/2017, Volume 134, pp. 63 - 69
Application of the generalized norm in blind deconvolution has shown good performance for retrieving sparse signals from noisy data. However, the capability of... 
Signal processing | Blind deconvolution | Sparsity | Minimum entropy deconvolution
Journal Article
2017 36th Chinese Control Conference (CCC), ISSN 1934-1768, 07/2017, pp. 1902 - 1906
A discrete-time stochastic LQ problem with multiplicative noises and state transmission delay is studied in this paper, which does not require any definiteness... 
Delay effects | Stochastic systems | Difference equations | Optimal control | Indefinite stochastic linear-quadratic optimal control | forward-backward stochastic difference equation | input delay | Delays | convexity
Conference Proceeding
Hangkong Dongli Xuebao/Journal of Aerospace Power, ISSN 1000-8055, 04/2015, Volume 30, Issue 4, pp. 985 - 991
Journal Article
Journal of Aerospace Power, ISSN 1000-8055, 01/2015, Volume 30, Issue 4, pp. 985 - 991
The non-dominated sorting genetic algorithm II (NSGA II) was improved, and the traditional genetic operation was replaced by differential evolution (DE)... 
Performance indices | Controllers | Algorithms | Biological evolution | Aerospace engines | Evolutionary algorithms | Linear quadratic regulator | Optimization
Journal Article
03/2017
A discrete-time stochastic LQ problem with multiplicative noises and state transmission delay is studied in this paper, which does not require any definiteness... 
Mathematics - Optimization and Control
Journal Article
Journal of Northeastern University, Natural Science (China), ISSN 1005-3026, 12/2008, Volume 29, Issue 12, pp. 1693 - 1696
Communication quality evaluation is crucial to upper-layer protocols' design in wireless sensor networks. A link evaluation algorithm based on mean LQI is... 
Journal Article
02/2018
In this paper, we propose a novel equilibrium solution notion for the time-inconsistent stochastic linear-quadratic optimal control problem. This notion is... 
Mathematics - Optimization and Control
Journal Article
International Journal of Robust and Nonlinear Control, ISSN 1049-8923, 11/2017, Volume 27, Issue 16, pp. 2842 - 2860
Journal Article
2017 13th IEEE International Conference on Control & Automation (ICCA), ISSN 1948-3449, 07/2017, pp. 248 - 253
This paper addresses the observer-based composite control problem for a class of delta-domain LQ games with disturbances in both finite- and infinite-time... 
Observers | Estimation error | Cost function | Feedforward neural networks | Optimal control | Games
Conference Proceeding
Applied Mechanics and Materials, ISSN 1660-9336, 2012, Volume 110-116, pp. 2647 - 2654
  This paper presents a system modeling based control scheme of an ultra precision positioning system for a grating ruling machine. Since the positioning... 
Precision positioning | LQ control | Neural network | PID feedback controller
Conference Proceeding
07/2016
This paper is concerned with the open-loop time-consistent solution of time-inconsistent mean-field stochastic linear-quadratic optimal control. Different from... 
Mathematics - Optimization and Control
Journal Article
Kongzhi Lilun Yu Yingyong/Control Theory and Applications, ISSN 1000-8152, 2000, Volume 17, Issue 3
Journal Article
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