Jianchang Liu

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 52

Top Topics

Evolutionary Algorithm

Affinity Propagation Clustering

Differential Evolution

Top Venues

Int. J. Syst. Sci.

Appl. Soft Comput.

Expert Syst. Appl.

Neural Comput. Appl.

Publications

Da Feng, Yan Li, Jianchang Liu, Yuanchao Liu
A particle swarm optimization algorithm based on modified crowding distance for multimodal multi-objective problems. Appl. Soft Comput. 152 (2024)
Wei Zhang, Jianchang Liu, Yuanchao Liu, Junhua Liu, Shubin Tan
A many-objective evolutionary algorithm under diversity-first selection based framework. Expert Syst. Appl. 250 (2024)
Wanting Yang, Jianchang Liu, Shubin Tan, Wei Zhang, Yuanchao Liu
Evolutionary dynamic grouping based cooperative co-evolution algorithm for large-scale optimization. Appl. Intell. 54 (6) (2024)
Wei Zhang, Jianchang Liu, Wanting Yang, Shubin Tan
A cascading elimination-based evolutionary algorithm with variable classification mutation for many-objective optimization. Inf. Sci. 662 (2024)
Wei Zhang, Jianchang Liu, Junhua Liu, Yuanchao Liu, Shubin Tan
A dual distance dominance based evolutionary algorithm with selection-replacement operator for many-objective optimization. Expert Syst. Appl. 237 (Part A) (2024)
Peng Xu, Jianchang Liu, Wenle Zhang, Honghai Wang, Yukun Huang
Multiscale Kernel Entropy Component Analysis With Application to Complex Industrial Process Monitoring. IEEE Trans Autom. Sci. Eng. 21 (3) (2024)
Wenjuan Zhang, Jianchang Liu, Wei Zhang, Yuanchao Liu, Shubin Tan
A two-stage evolutionary algorithm assisted by multi-archives for constrained multi-objective optimization. Appl. Soft Comput. 162 (2024)
Yuanchao Liu, Jianchang Liu, Jinliang Ding, Shangshang Yang, Yaochu Jin
A Surrogate-Assisted Differential Evolution With Knowledge Transfer for Expensive Incremental Optimization Problems. IEEE Trans. Evol. Comput. 28 (4) (2024)
Xiaoyu Sun, Ali Cinar, Jianchang Liu, Mudassir M. Rashid, Xia Yu
Prior-knowledge-embedded model predictive control for blood glucose regulation: Towards efficient and safe artificial pancreas. Biomed. Signal Process. Control. 82 (2023)
Li Fan, Jianchang Liu, Wenle Zhang, Peng Xu
Robot Navigation in Complex Workspaces Using Conformal Navigation Transformations. IEEE Robotics Autom. Lett. 8 (1) (2023)
Wei Zhang, Jianchang Liu, Junhua Liu, Yuanchao Liu, Honghai Wang
A many-objective evolutionary algorithm based on novel fitness estimation and grouping layering. Neural Comput. Appl. 35 (34) (2023)
Li Fan, Jianchang Liu, Wenle Zhang
Using Conformal Navigation Transformations for Robot Navigation in Complex Polygonal Workspaces. IEEE Trans. Circuits Syst. II Express Briefs 70 (12) (2023)
Peng Xu, Jianchang Liu, Feng Yu, Qingxiu Guo, Shubin Tan, Wenle Zhang
Toward Multimode Process Monitoring: A Scheme Based on Kernel Entropy Component Analysis. IEEE Trans. Instrum. Meas. 72 (2023)
Wei Zhang, Jianchang Liu, Shubin Tan, Honghai Wang
A decomposition-rotation dominance based evolutionary algorithm with reference point adaption for many-objective optimization. Expert Syst. Appl. 215 (2023)
Xiaoyu Sun, Jianchang Liu, Ali Cinar, Xia Yu, Shubin Tan
Event-Triggered Model Predictive Control for Artificial Pancreas Using Prior-Knowledge-Informed Hybrid Model. IEEE Trans. Control. Syst. Technol. 31 (5) (2023)
Yuanchao Liu, Jianchang Liu, Shubin Tan
Decision space partition based surrogate-assisted evolutionary algorithm for expensive optimization. Expert Syst. Appl. 214 (2023)
Wanting Yang, Jianchang Liu, Wei Zhang, Xinnan Zhang
A resource allocation-based multi-objective evolutionary algorithm for large-scale multi-objective optimization. Soft Comput. 27 (23) (2023)
Liang Liu, Jianchang Liu, Honghai Wang, Shubin Tan, Qingxiu Guo, Xiaoyu Sun
A KLMS Dual Control Chart Based on Dynamic Nearest Neighbor Kernel Space. IEEE Trans. Ind. Informatics 19 (5) (2023)
Yuanchao Liu, Jianchang Liu, Yaochu Jin, Fei Li, Tianzi Zheng
A Surrogate-Assisted Two-Stage Differential Evolution for Expensive Constrained Optimization. IEEE Trans. Emerg. Top. Comput. Intell. 7 (3) (2023)
Li Fan, Jianchang Liu
Mobile Robot Navigation in Complex Polygonal Workspaces Using Conformal Navigation Transformations. CoRR (2022)
Jianchang Liu, Yuanchao Liu, Yaochu Jin, Fei Li
A Decision Variable Assortment-Based Evolutionary Algorithm for Dominance Robust Multiobjective Optimization. IEEE Trans. Syst. Man Cybern. Syst. 52 (5) (2022)
Li Fan, Jianchang Liu, Wenle Zhang, Peng Xu
Conformal Navigation Transformations with Application to Robot Navigation in Complex Workspaces. CoRR (2022)
Dongming Liu, Jianchang Liu, Peixin Yuan, Feng Yu
A Lightweight Dangerous Liquid Detection Method Based on Depthwise Separable Convolution for X-Ray Security Inspection. Comput. Intell. Neurosci. 2022 (2022)
Tianzi Zheng, Jianchang Liu, Yuanchao Liu, Shubin Tan
Hybridizing multi-objective, clustering and particle swarm optimization for multimodal optimization. Neural Comput. Appl. 34 (3) (2022)
Yuanchao Liu, Jianchang Liu, Shubin Tan, Yongkuan Yang, Fei Li
A bagging-based surrogate-assisted evolutionary algorithm for expensive multi-objective optimization. Neural Comput. Appl. 34 (14) (2022)
Miao Yu, Jianchang Liu, Ge Guo, Wenle Zhang
Recursive Subspace Identification of Continuous-Time Systems Using Generalized Poisson Moment Functionals. Circuits Syst. Signal Process. 41 (4) (2022)
Qingxiu Guo, Jianchang Liu, Shubin Tan, Dongsheng Yang, Yuan Li, Cheng Zhang
A multimode process monitoring strategy via improved variational inference Gaussian mixture model based on locality preserving projections. Trans. Inst. Meas. Control 44 (9) (2022)
Xiaoyu Sun, Jianchang Liu, Xia Yu, Honghai Wang, Shubin Tan
Supervised Latent Variable Model with Gaussian Inner Structure for Dynamic PROCESS. CRC (2022)
Yuanchao Liu, Jianchang Liu, Yaochu Jin
Surrogate-Assisted Multipopulation Particle Swarm Optimizer for High-Dimensional Expensive Optimization. IEEE Trans. Syst. Man Cybern. Syst. 52 (7) (2022)
Yongkuan Yang, Jianchang Liu, Shubin Tan, Yuanchao Liu
A multi-objective differential evolution algorithm based on domination and constraint-handling switching. Inf. Sci. 579 (2021)
Yongkuan Yang, Jianchang Liu, Shubin Tan
A multi-objective evolutionary algorithm for steady-state constrained multi-objective optimization problems. Appl. Soft Comput. 101 (2021)
Miao Yu, Ge Guo, Jianchang Liu
Closed-loop delta-operator-based subspace identification for continuous-time systems utilising the parity space. Int. J. Syst. Sci. 52 (15) (2021)
Yongkuan Yang, Jianchang Liu, Shubin Tan
A partition-based constrained multi-objective evolutionary algorithm. Swarm Evol. Comput. 66 (2021)
Honghai Wang, Qing-Long Han, Jianchang Liu, Dakuo He
Discrete-time filter proportional-integral-derivative controller design for linear time-invariant systems. Autom. 116 (2020)
Minmin Yang, Jianchang Liu, Zhengguo Li, Shubin Tan
Pre-processing for single image dehazing. Signal Process. Image Commun. 83 (2020)
Miao Yu, Jianchang Liu, Lichun Zhao
Nuclear Norm Subspace System Identification and Its Application on a Stochastic Model of Plague. J. Syst. Sci. Complex. 33 (1) (2020)
Yuanchao Liu, Jianchang Liu, Yaochu Jin, Fei Li, Tianzi Zheng
An affinity propagation clustering based particle swarm optimizer for dynamic optimization. Knowl. Based Syst. 195 (2020)
Yuanchao Liu, Jianchang Liu, Tianzi Zheng, Yongkuan Yang
A Surrogate-Assisted Clustering Particle Swarm Optimizer for Expensive Optimization Under Dynamic Environment. CEC (2020)
Yuanchao Liu, Jianchang Liu, Tianjun Li, Qian Li
An R2 indicator and weight vector-based evolutionary algorithm for multi-objective optimization. Soft Comput. 24 (7) (2020)
Yongkuan Yang, Jianchang Liu, Shubin Tan
A constrained multi-objective evolutionary algorithm based on decomposition and dynamic constraint-handling mechanism. Appl. Soft Comput. 89 (2020)
Yongkuan Yang, Jianchang Liu, Shubin Tan, Honghai Wang
A multi-objective differential evolutionary algorithm for constrained multi-objective optimization problems with low feasible ratio. Appl. Soft Comput. 80 (2019)
Lijie Zhang, Jianchang Liu, Shubin Tan
The radial basis function analysis of fire evacuation model based on RBF neural network. Clust. Comput. 22 (Supplement) (2019)
Miao Yu, Jianchang Liu, Honghai Wang
Recursive Subspace identification for time-varying continuous-time stochastic systems via distribution theory. SSCI (2019)
Jianchang Liu, Fei Li, Xiangyong Kong, Pei-Qiu Huang
Handling many-objective optimisation problems with R2 indicator and decomposition-based particle swarm optimiser. Int. J. Syst. Sci. 50 (2) (2019)
Minmin Yang, Jianchang Liu, Zhengguo Li
Superpixel-Based Single Nighttime Image Haze Removal. IEEE Trans. Multim. 20 (11) (2018)
Liang Liu, Jianchang Liu
A Multivariate Monitoring Method Based on Dual Control Chart. IEEE Trans. Ind. Electron. 65 (7) (2018)
Fei Li, Ran Cheng, Jianchang Liu, Yaochu Jin
A two-stage R2 indicator based evolutionary algorithm for many-objective optimization. Appl. Soft Comput. 67 (2018)
Dongming Liu, Jianchang Liu
Synchronisation of linear high-order multi-agent systems via event-triggered control with limited communication. Int. J. Syst. Sci. 48 (11) (2017)
Honghai Wang, Jianchang Liu, Yu Zhang
New Results on Eigenvalue Distribution and Controller Design for Time Delay Systems. IEEE Trans. Autom. Control. 62 (6) (2017)
Pingsong Ming, Jianchang Liu, Shubin Tan, Songhua Li, Liangliang Shang, Xia Yu
Consensus stabilization in stochastic multi-agent systems with Markovian switching topology, noises and delay. Neurocomputing 200 (2016)
Huaitao Shi, Jianchang Liu, Yuhou Wu, Ke Zhang, Lixiu Zhang, Peng Xue
Fault diagnosis of nonlinear and large-scale processes using novel modified kernel Fisher discriminant analysis approach. Int. J. Syst. Sci. 47 (5) (2016)
Wenle Zhang, Jianchang Liu
Ultra-fast consensus of discrete-time multi-agent systems with multi-step predictive output feedback. Int. J. Syst. Sci. 47 (6) (2016)
Fei Li, Jianchang Liu, Shubin Tan, Xia Yu
R2-M0PS0: A multi-objective particle swarm optimizer based on R2-indicator and decomposition. CEC (2015)
Hong-Hai Wang, Jianchang Liu, Feisheng Yang, Tiaoyang Cai
Proportional-derivative controllers for stabilisation of first-order processes with time delay. Int. J. Syst. Sci. 46 (6) (2015)
Wenle Zhang, Jianchang Liu
Ultra-fast consensus of discrete-time multi-agent systems under a unified framework. Int. J. Control 88 (6) (2015)
Jianchang Liu, Honghai Wang, Yu Zhang
New result on PID controller design of LTI systems via dominant eigenvalue assignment. Autom. 62 (2015)
Liangliang Shang, Jianchang Liu, Shubin Tan, Xia Yu, Pingsong Ming
Stochastic output-only state space modeling based on stable recursive canonical variate analysis. ECC (2015)
Pingsong Ming, Jianchang Liu, Shubin Tan, Gang Wang, Liangliang Shang, Chunying Jia
Consensus stabilization of stochastic multi-agent system with Markovian switching topologies and stochastic communication noise. J. Frankl. Inst. 352 (9) (2015)
Honghai Wang, Jianchang Liu, Feisheng Yang, Yu Zhang
Controller design for delay systems via eigenvalue assignment - on a new result in the distribution of quasi-polynomial roots. Int. J. Control 88 (12) (2015)
Hong-Hai Wang, Jianchang Liu, Feisheng Yang, Yu Zhang
All stabilizing sets for proportional-integral controller of high-order delay processes. J. Syst. Control. Eng. 228 (6) (2014)
Guo-Zhu Wang, Jianchang Liu, Yuan Li
A progressive fault detection and diagnosis method based on dissimilarity of process data. ICIA (2014)
Yulian Jiang, Jianchang Liu, Shubin Tan, Pingsong Ming
Robust consensus algorithm for multi-agent systems with exogenous disturbances under convergence conditions. Int. J. Syst. Sci. 45 (9) (2014)
Yulian Jiang, Jianchang Liu, Shenquan Wang
Consensus Tracking Algorithm Via Observer-Based Distributed Output Feedback for Multi-Agent Systems Under Switching Topology. Circuits Syst. Signal Process. 33 (10) (2014)
Jianchang Liu, Xia Yu, Hongru Li
A nonparametric variable step-size NLMS algorithm for transversal filters. Appl. Math. Comput. 217 (17) (2011)
Yingwei Zhang, Tim Hesketh, Hong Wang, Jianchang Liu, Dong Xiao
Actuator Fault Compensation for Nonlinear Systems Using Adaptive Tracking Control. Circuits Syst. Signal Process. 29 (3) (2010)
Chunhui Zhao, Fuli Wang, Zhizhong Mao, Jianchang Liu
Investigation of nonlinear orthogonal signal correction algorithm and its effects on multivariate calibration. ICARCV (2008)