Jinhua Zheng

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 80

Top Venues

Publications

Xueqing Wang, Jinhua Zheng, Zhanglu Hou, Yuan Liu, Juan Zou, Yizhang Xia, Shengxiang Yang
A novel preference-driven evolutionary algorithm for dynamic multi-objective problems. Swarm Evol. Comput. 89 (2024)
Si Long, Jinhua Zheng, Qi Deng, Yuan Liu, Juan Zou, Shengxiang Yang
A similarity-detection-based evolutionary algorithm for large-scale multimodal multi-objective optimization. Swarm Evol. Comput. 87 (2024)
Juan Zou, Ruiqing Sun, Yuan Liu, Yaru Hu, Shengxiang Yang, Jinhua Zheng, Ke Li
A Multipopulation Evolutionary Algorithm Using New Cooperative Mechanism for Solving Multiobjective Problems With Multiconstraint. IEEE Trans. Evol. Comput. 28 (1) (2024)
Qiuzhen Wang, Yanhong Li, Zhanglu Hou, Juan Zou, Jinhua Zheng
A novel multi-population evolutionary algorithm based on hybrid collaboration for constrained multi-objective optimization. Swarm Evol. Comput. 87 (2024)
Yuan Liu, Jiazheng Li, Juan Zou, Zhanglu Hou, Shengxiang Yang, Jinhua Zheng
Continuous variation operator configuration for decomposition-based evolutionary multi-objective optimization. Swarm Evol. Comput. 89 (2024)
Xueqing Wang, Jinhua Zheng, Juan Zou, Zhanglu Hou, Shengxiang Yang, Yuan Liu
A Dynamic Preference-driven Evolutionary Algorithm for Solving Dynamic Multi-objective Problems. GECCO Companion (2024)
Juan Zou, Tianbin Xie, Qi Deng, Xiaozhong Yu, Shengxiang Yang, Jinhua Zheng
Differential Evolution based on Local Grid Search for Multimodal Multiobjective Optimization with Local Pareto Fronts. GECCO Companion (2024)
Wang Che, Jinhua Zheng, Yaru Hu, Juan Zou, Shengxiang Yang
Dynamic constrained multi-objective optimization algorithm based on co-evolution and diversity enhancement. Swarm Evol. Comput. 89 (2024)
Junwei Ou, Xiaolu Liu, Lining Xing, Jimin Lv, Yaru Hu, Jinhua Zheng, Juan Zou, Mengjun Li
Solving many-objective delivery and pickup vehicle routing problem with time windows with a constrained evolutionary optimization algorithm. Expert Syst. Appl. 255 (2024)
Yaru Hu, Juan Zou, Jinhua Zheng, Shouyong Jiang, Shengxiang Yang
A new framework of change response for dynamic multi-objective optimization. Expert Syst. Appl. 248 (2024)
Yi Xiang, Jinhua Zheng, Yaru Hu, Yuan Liu, Juan Zou, Qi Deng, Shengxiang Yang
Weak relationship indicator-based evolutionary algorithm for multimodal multi-objective optimization. Inf. Sci. 652 (2024)
Yaru Hu, Jinhua Zheng, Shouyong Jiang, Shengxiang Yang, Juan Zou, Rui Wang
A Mahalanobis Distance-Based Approach for Dynamic Multiobjective Optimization With Stochastic Changes. IEEE Trans. Evol. Comput. 28 (1) (2024)
Jinhua Zheng, Wang Che, Yaru Hu, Juan Zou
A Hybrid Response Strategy for Dynamic Constrained Multi-objective Optimization. BIC-TA (1) (2023)
Weixiong Huang, Juan Zou, Huanrong Tang, Jinhua Zheng, Fan Yu
Enhanced auxiliary population search for diversity improvement of constrained multiobjective coevolutionary optimization. Swarm Evol. Comput. 83 (2023)
Jintong Yang, Juan Zou, Shengxiang Yang, Yaru Hu, Jinhua Zheng, Yuan Liu
A particle swarm algorithm based on the dual search strategy for dynamic multi-objective optimization. Swarm Evol. Comput. 83 (2023)
Jinhua Zheng, Zhenfang Du, Juan Zou, Shengxiang Yang
A weight vector generation method based on normal distribution for preference-based multi-objective optimization. Swarm Evol. Comput. 77 (2023)
Weixiong Huang, Juan Zou, Yuan Liu, Shengxiang Yang, Jinhua Zheng
Global and local feasible solution search for solving constrained multi-objective optimization. Inf. Sci. 649 (2023)
Jialiang Zhang, Juan Zou, Shengxiang Yang, Jinhua Zheng
An evolutionary algorithm based on independently evolving sub-problems for multimodal multi-objective optimization. Inf. Sci. 619 (2023)
Ruiqing Sun, Juan Zou, Yuan Liu, Shengxiang Yang, Jinhua Zheng
A Multistage Algorithm for Solving Multiobjective Optimization Problems With Multiconstraints. IEEE Trans. Evol. Comput. 27 (5) (2023)
Jinhua Zheng, Bo Zhang, Juan Zou, Shengxiang Yang, Yaru Hu
A dynamic multi-objective evolutionary algorithm based on Niche prediction strategy. Appl. Soft Comput. 142 (2023)
Kaixi Yang, Jinhua Zheng, Juan Zou, Fan Yu, Shengxiang Yang
A dual-population evolutionary algorithm based on adaptive constraint strength for constrained multi-objective optimization. Swarm Evol. Comput. 77 (2023)
Juan Zou, Jian Luo, Yuan Liu, Shengxiang Yang, Jinhua Zheng
A flexible two-stage constrained multi-objective evolutionary algorithm based on automatic regulation. Inf. Sci. 634 (2023)
Jinhua Zheng, Fei Zhou, Juan Zou, Shengxiang Yang, Yaru Hu
A dynamic multi-objective optimization based on a hybrid of pivot points prediction and diversity strategies. Swarm Evol. Comput. 78 (2023)
Xu Yang, Juan Zou, Shengxiang Yang, Jinhua Zheng, Yuan Liu
A Fuzzy Decision Variables Framework for Large-Scale Multiobjective Optimization. IEEE Trans. Evol. Comput. 27 (3) (2023)
Yuan Yang, Ge Jiao, Jiahao Liu, Weichen Zhao, Jinhua Zheng
A lightweight rice disease identification network based on attention mechanism and dynamic convolution. Ecol. Informatics 78 (2023)
Yingjie Zou, Yuan Liu, Juan Zou, Shengxiang Yang, Jinhua Zheng
An evolutionary algorithm based on dynamic sparse grouping for sparse large scale multiobjective optimization. Inf. Sci. 631 (2023)
Yaru Hu, Jinhua Zheng, Shouyong Jiang, Shengxiang Yang, Juan Zou
Handling Dynamic Multiobjective Optimization Environments via Layered Prediction and Subspace-Based Diversity Maintenance. IEEE Trans. Cybern. 53 (4) (2023)
Jinlong Zhou, Yinggui Zhang, Jinhua Zheng, Miqing Li
Domination-Based Selection and Shift-Based Density Estimation for Constrained Multiobjective Optimization. IEEE Trans. Evol. Comput. 27 (4) (2023)
Jinhua Zheng, Qishuang Wu, Juan Zou, Shengxiang Yang, Yaru Hu
A dynamic multi-objective evolutionary algorithm using adaptive reference vector and linear prediction. Swarm Evol. Comput. 78 (2023)
Juan Zou, Shenghong Wu, Yizhang Xia, Weiwei Jiang, Zeping Wu, Jinhua Zheng
TS-ENAS: Two-Stage Evolution for Cell-based Network Architecture Search. CoRR (2023)
Qiuyue Liu, Juan Zou, Shengxiang Yang, Jinhua Zheng
A multiobjective evolutionary algorithm based on decision variable classification for many-objective optimization. Swarm Evol. Comput. 73 (2022)
Zhenghui Zhang, Juan Zou, Shengxiang Yang, Jinhua Zheng, Dunwei Gong, Tingrui Pei
A reconstruction method for cross-cut shredded documents based on the extreme learning machine algorithm. Soft Comput. 26 (22) (2022)
Yanping Wang, Yuan Liu, Juan Zou, Jinhua Zheng, Shengxiang Yang
A novel two-phase evolutionary algorithm for solving constrained multi-objective optimization problems. Swarm Evol. Comput. 75 (2022)
Ying Chen, Juan Zou, Yuan Liu, Shengxiang Yang, Jinhua Zheng, Weixiong Huang
Combining a hybrid prediction strategy and a mutation strategy for dynamic multiobjective optimization. Swarm Evol. Comput. 70 (2022)
Jiahao Liu, Jinhua Zheng, Ge Jiao
Transition Net: 2D backbone to segment 3D brain tumor. Biomed. Signal Process. Control. 75 (2022)
Sheng Qi, Juan Zou, Shengxiang Yang, Yaochu Jin, Jinhua Zheng, Xu Yang
A self-exploratory competitive swarm optimization algorithm for large-scale multiobjective optimization. Inf. Sci. 609 (2022)
Sheng Qi, Juan Zou, Shengxiang Yang, Jinhua Zheng
A level-based multi-strategy learning swarm optimizer for large-Scale multi-objective optimization. Swarm Evol. Comput. 73 (2022)
Huanrong Tang, Fan Yu, Juan Zou, Shengxiang Yang, Jinhua Zheng
A constrained multi-objective evolutionary strategy based on population state detection. Swarm Evol. Comput. 68 (2022)
Jinhua Zheng, Kaixi Yang, Juan Zou, Shengxiang Yang
Combining State Detection with Knowledge Transfer for Constrained Multi-objective Optimization. ICTAI (2022)
Jinhua Zheng, Zeyu Zhang, Juan Zou, Shengxiang Yang, Junwei Ou, Yaru Hu
A dynamic multi-objective particle swarm optimization algorithm based on adversarial decomposition and neighborhood evolution. Swarm Evol. Comput. 69 (2022)
Yaru Hu, Jinhua Zheng, Juan Zou, Shouyong Jiang, Shengxiang Yang
Dynamic multi-objective optimization algorithm based decomposition and preference. Inf. Sci. 571 (2021)
Juan Zou, Yongwu He, Jinhua Zheng, Dunwei Gong, Qite Yang, Liuwei Fu, Tingrui Pei
Hierarchical preference algorithm based on decomposition multiobjective optimization. Swarm Evol. Comput. 60 (2021)
Jinhua Zheng, Yubing Zhou, Juan Zou, Shengxiang Yang, Junwei Ou, Yaru Hu
A prediction strategy based on decision variable analysis for dynamic Multi-objective Optimization. Swarm Evol. Comput. 60 (2021)
Jinlong Zhou, Juan Zou, Shengxiang Yang, Jinhua Zheng, Dunwei Gong, Tingrui Pei
Niche-based and angle-based selection strategies for many-objective evolutionary optimization. Inf. Sci. 571 (2021)
Jinlong Zhou, Juan Zou, Jinhua Zheng, Shengxiang Yang, Dunwei Gong, Tingrui Pei
An infeasible solutions diversity maintenance epsilon constraint handling method for evolutionary constrained multiobjective optimization. Soft Comput. 25 (13) (2021)
Gan Ruan, Jinhua Zheng, Juan Zou, Zhongwei Ma, Shengxiang Yang
A random benchmark suite and a new reaction strategy in dynamic multiobjective optimization. Swarm Evol. Comput. 63 (2021)
Juan Zou, Jing Liu, Shengxiang Yang, Jinhua Zheng
A many-objective evolutionary algorithm based on rotation and decomposition. Swarm Evol. Comput. 60 (2021)
Huipeng Xie, Juan Zou, Shengxiang Yang, Jinhua Zheng, Junwei Ou, Yaru Hu
A decision variable classification-based cooperative coevolutionary algorithm for dynamic multiobjective optimization. Inf. Sci. 560 (2021)
Zhipan Li, Juan Zou, Shengxiang Yang, Jinhua Zheng
A two-archive algorithm with decomposition and fitness allocation for multi-modal multi-objective optimization. Inf. Sci. 574 (2021)
Juan Zou, Ruiqing Sun, Shengxiang Yang, Jinhua Zheng
A dual-population algorithm based on alternative evolution and degeneration for solving constrained multi-objective optimization problems. Inf. Sci. 579 (2021)
Juan Zou, Zhenghui Zhang, Jinhua Zheng, Shengxiang Yang
A many-objective evolutionary algorithm based on dominance and decomposition with reference point adaptation. Knowl. Based Syst. 231 (2021)
Juan Zou, Jing Liu, Jinhua Zheng, Shengxiang Yang
A many-objective algorithm based on staged coordination selection. Swarm Evol. Comput. 60 (2021)
Chaodong Fan, Bo Hou, Jinhua Zheng, Leyi Xiao, Lingzhi Yi
A surrogate-assisted particle swarm optimization using ensemble learning for expensive problems with small sample datasets. Appl. Soft Comput. 91 (2020)
Chaodong Fan, Changkun Ding, Jinhua Zheng, Leyi Xiao, Zhaoyang Ai
Empirical Mode Decomposition based Multi-objective Deep Belief Network for short-term power load forecasting. Neurocomputing 388 (2020)
Chaodong Fan, Ningjun Zheng, Jinhua Zheng, Leyi Xiao, Yingnan Liu
Kinetic-molecular theory optimization algorithm using opposition-based learning and varying accelerated motion. Soft Comput. 24 (17) (2020)
Yaru Hu, Jinhua Zheng, Juan Zou, Shengxiang Yang, Junwei Ou, Rui Wang
A dynamic multi-objective evolutionary algorithm based on intensity of environmental change. Inf. Sci. 523 (2020)
Juan Zou, Qi Deng, Jinhua Zheng, Shengxiang Yang
A close neighbor mobility method using particle swarm optimizer for solving multimodal optimization problems. Inf. Sci. 519 (2020)
Yaru Hu, Junwei Ou, Jinhua Zheng, Juan Zou, Shengxiang Yang, Gan Ruan
Solving dynamic multi-objective problems with an evolutionary multi-directional search approach. Knowl. Based Syst. 194 (2020)
Yuan Liu, Ningbo Zhu, Kenli Li, Miqing Li, Jinhua Zheng, Keqin Li
An angle dominance criterion for evolutionary many-objective optimization. Inf. Sci. 509 (2020)
Juan Zou, Qite Yang, Shengxiang Yang, Jinhua Zheng
Ra-dominance: A new dominance relationship for preference-based evolutionary multiobjective optimization. Appl. Soft Comput. 90 (2020)
Qingya Li, Juan Zou, Shengxiang Yang, Jinhua Zheng, Gan Ruan
A predictive strategy based on special points for evolutionary dynamic multi-objective optimization. Soft Comput. 23 (11) (2019)
Juan Zou, Chunhui Ji, Shengxiang Yang, Yuping Zhang, Jinhua Zheng, Ke Li
A knee-point-based evolutionary algorithm using weighted subpopulation for many-objective optimization. Swarm Evol. Comput. 47 (2019)
Junwei Ou, Jinhua Zheng, Gan Ruan, Yaru Hu, Juan Zou, Miqing Li, Shengxiang Yang, Xu Tan
A pareto-based evolutionary algorithm using decomposition and truncation for dynamic multi-objective optimization. Appl. Soft Comput. 85 (2019)
Hui Bai, Jinhua Zheng, Guo Yu, Shengxiang Yang, Juan Zou
A Pareto-based many-objective evolutionary algorithm using space partitioning selection and angle-based truncation. Inf. Sci. 478 (2019)
Juan Zou, Qingya Li, Shengxiang Yang, Jinhua Zheng, Zhou Peng, Tingrui Pei
A dynamic multiobjective evolutionary algorithm based on a dynamic evolutionary environment model. Swarm Evol. Comput. 44 (2019)
Juan Zou, Liuwei Fu, Shengxiang Yang, Jinhua Zheng, Gan Ruan, Tingrui Pei, Lei Wang
An adaptation reference-point-based multiobjective evolutionary algorithm. Inf. Sci. 488 (2019)
Chunmei He, Yaqi Liu, Tong Yao, Fanhua Xu, Yanyun Hu, Jinhua Zheng
A fast learning algorithm based on extreme learning machine for regular fuzzy neural network. J. Intell. Fuzzy Syst. 36 (4) (2019)
Zhanglu Hou, Shengxiang Yang, Juan Zou, Jinhua Zheng, Guo Yu, Gan Ruan
A Performance Indicator for Reference-Point-Based Multiobjective Evolutionary Optimization. SSCI (2018)
Jianwei Zhou, Juan Zou, Shengxiang Yang, Gan Ruan, Junwei Ou, Jinhua Zheng
An Evolutionary Dynamic Multi-objective Optimization Algorithm Based on Center-point Prediction and Sub-population Autonomous Guidance. SSCI (2018)
Juan Zou, Liuwei Fu, Jinhua Zheng, Shengxiang Yang, Guo Yu, Yaru Hu
A many-objective evolutionary algorithm based on rotated grid. Appl. Soft Comput. 67 (2018)
Juan Zou, Yuping Zhang, Shengxiang Yang, Yuan Liu, Jinhua Zheng
Adaptive neighborhood selection for many-objective optimization problems. Appl. Soft Comput. 64 (2018)
Gan Ruan, Guo Yu, Jinhua Zheng, Juan Zou, Shengxiang Yang
The effect of diversity maintenance on prediction in dynamic multi-objective optimization. Appl. Soft Comput. 58 (2017)
Juan Zou, Qingya Li, Shengxiang Yang, Hui Bai, Jinhua Zheng
A prediction strategy based on center points and knee points for evolutionary dynamic multi-objective optimization. Appl. Soft Comput. 61 (2017)
Jianjie Hu, Guo Yu, Jinhua Zheng, Juan Zou
A preference-based multi-objective evolutionary algorithm using preference selection radius. Soft Comput. 21 (17) (2017)
Juan Zou, Jinhua Zheng, Ruimin Shen, Cheng Deng
A novel metric based on changes in pareto domination ratio for objective reduction of many-objective optimization problems. J. Exp. Theor. Artif. Intell. 29 (5) (2017)
Jinhua Zheng, Guo Yu, Qiaofeng Zhu, Xiaodong Li, Juan Zou
On decomposition methods in interactive user-preference based optimization. Appl. Soft Comput. 52 (2017)
Ruimin Shen, Jinhua Zheng, Miqing Li, Juan Zou
Many-objective optimization based on information separation and neighbor punishment selection. Soft Comput. 21 (5) (2017)
Guo Yu, Ruimin Shen, Jinhua Zheng, Miqing Li, Juan Zou, Yuan Liu
Binary search based boundary elimination selection in many-objective evolutionary optimization. Appl. Soft Comput. 60 (2017)
Liuwei Fu, Juan Zou, Shengxiang Yang, Gan Ruan, Zhongwei Ma, Jinhua Zheng
A proportion-based selection scheme for multi-objective optimization. SSCI (2017)
Guo Yu, Jinhua Zheng, Ruimin Shen, Miqing Li
Decomposing the user-preference in multiobjective optimization. Soft Comput. 20 (10) (2016)
Ruimin Shen, Jinhua Zheng, Miqing Li
A hybrid development platform for evolutionary multi-objective optimization. CEC (2015)
Juan Zou, Jinhua Zheng, Cheng Deng, Ruimin Shen
An evaluation of non-redundant objective sets based on the spatial similarity ratio. Soft Comput. 19 (8) (2015)
Guo Yu, Jinhua Zheng, Xiaodong Li
An improved performance metric for multiobjective evolutionary algorithms with user preferences. CEC (2015)
Jinhua Zheng, Hui Bai, Ruimin Shen, Miqing Li
A Comparative Study Use of OTL for Many-objective Optimization. GECCO (Companion) (2015)
Zhou Peng, Jinhua Zheng, Juan Zou, Min Liu
Novel prediction and memory strategies for dynamic multiobjective optimization. Soft Comput. 19 (9) (2015)
Zhou Peng, Jinhua Zheng, Juan Zou
A population diversity maintaining strategy based on dynamic environment evolutionary model for dynamic multiobjective optimization. IEEE Congress on Evolutionary Computation (2014)
Miqing Li, Shengxiang Yang, Jinhua Zheng, Xiaohui Liu
ETEA: A Euclidean Minimum Spanning Tree-Based Evolutionary Algorithm for Multi-Objective Optimization. Evol. Comput. 22 (2) (2014)
Lei Wang, Hui Peng, Jinhua Zheng
ADLD: A Novel Graphical Representation of Protein Sequences and Its Application. Comput. Math. Methods Medicine 2014 (2014)
Min Liu, Jinhua Zheng, Junnian Wang, Yuzhen Liu, Lei Jiang
An adaptive diversity introduction method for dynamic evolutionary multiobjective optimization. IEEE Congress on Evolutionary Computation (2014)
Shengxiang Yang, Miqing Li, Xiaohui Liu, Jinhua Zheng
A Grid-Based Evolutionary Algorithm for Many-Objective Optimization. IEEE Trans. Evol. Comput. 17 (5) (2013)
Jinhua Zheng, Ruimin Shen, Juan Zou
Enhancing diversity for NSGA-II in evolutionary multi-objective optimization. ICNC (2012)
Ke Li, Sam Kwong, Jingjing Cao, Miqing Li, Jinhua Zheng, Ruimin Shen
Achieving balance between proximity and diversity in multi-objective evolutionary algorithm. Inf. Sci. 182 (1) (2012)
Kang Wang, Jinhua Zheng, Juan Zou
Neighbor-distance based diversity assessment for multi-objective optimizations. ICNC (2012)
Lai Nian, Jinhua Zheng
Hybrid Genetic Algorithm for TSP. CIS (2011)
Wenpan Liu, Jinhua Zheng, Mulin Wu, Juan Zou
Hybrid crossover operator based on pattern. ICNC (2011)
Qizhao Yuan, Jinhua Zheng, Miqing Li, Juan Zou
A multi-objective evolutionary based on Hybrid Adaptive Grid Algorithm. ICNC (2011)
Juan Zou, Jinhua Zheng, Jingye Zhou, Cheng Deng
A study on feature extraction of parallel immune genetic clustering algorithm based on clustering center optimization. ICNC (2010)
Juan Zou, Jinhua Zheng
Research on Feature Extraction Based on Genetic Algorithm in Text Categorization. CIS (2010)
Miqing Li, Jinhua Zheng, Ruimin Shen, Ke Li, Qizhao Yuan
A grid-based fitness strategy for evolutionary many-objective optimization. GECCO (2010)
Miqing Li, Jinhua Zheng, Ke Li, Qizhao Yuan, Ruimin Shen
Enhancing Diversity for Average Ranking Method in Evolutionary Many-Objective Optimization. PPSN (1) (2010)

Jinhua Zheng.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Jinhua Zheng