百晓学者学者目录

郑金华

博士生导师、教授、硕士生导师，衡阳师范学院

精选作品

期刊论文

2026

Improved large-scale multi-objective competitive swarm optimizer with direction learning and decision enhancement

Juan Zou, Maolin Zhou, Zhanglu Hou, Yuan Liu, Hui Bai, Jinhua Zheng

Expert Systems With Applications，Vol. 297

DOI

2026

Decision Variable Analysis-Guided Differentiated Fuzzy Search for Large-Scale Multi-Objective Optimization

Bo Xiao, Hui Bai, Jinhua Zheng, Yu Li, J. Zou

arXiv.org

DOI

2026

Adaptive Grouping-Based Offspring Generation for Sparse Large-Scale Multimodal Multi-objective Optimization

Peilin Wang, Hui Bai, Xiao-Zhong Yu, Jinhua Zheng, Juan Zou, Ran Cheng

IEEE Transactions on Evolutionary Computation

DOI

2026

Dynamic multi-objective optimization algorithm via historical collaborative strategy and interval prediction strategy

Junwei Ou, Yana Li, Ya-Ru Hu, Jian-Kang Peng, Jinhua Zheng, Juan Zou, Sheng-Xiang Yang

Swarm and Evolutionary Computation

DOI

2026

A collaborative evolution strategy for dynamic multi-objective optimization based on charged individual prediction

Wenzhuo He, Jinhua Zheng, Xiao-Zhong Yu, Junwei Ou, Ya-Ru Hu, Juan Zou, Kan Zhang

Swarm and Evolutionary Computation

DOI

2026

A Learning Algorithm Based on Similarity Identification and Knowledge Transfer for Dynamic Multiobjective Optimization

Ya-Ru Hu, Zhi Zheng, Junwei Ou, Yan-Jie Song, Jinhua Zheng, J. Zou, P. Suganthan, Sheng-Xiang Yang

IEEE Transactions on Evolutionary Computation

DOI

2026

A Physics-informed Memetic Framework for Multi-objective Satellite Range Scheduling

Ya-Ru Hu, Wei Sun, Shou-Yong Jiang, Junwei Ou, Jinhua Zheng, J. Zou, Sheng-Xiang Yang

IEEE Transactions on Evolutionary Computation

DOI

2026

Adaptive population classification based multi-strategy evolutionary algorithm for dynamic constrained multi-objective optimization

Xueqing Wang, Biao Luo, Zhanglu Hou, J. Zou, Jinhua Zheng, Ke Li

Expert systems with applications

DOI

2025

Dynamic multiobjective optimization via an improved r-dominance relation and a novel prediction approach

Yaru Hu, Junwei Ou, Huibing Wang, Juan Zou, Jinhua Zheng, Shengxiang Yang

Expert Systems With Applications，Vol. 263

DOI

2025

Multi-agent cooperation-based bi-criteria evolutionary many-objective optimization

Jiazheng Li, Yuan Liu, J. Zou, Shuyi Liu, Sheng-Xiang Yang, Jinhua Zheng

Applied Soft Computing

DOI

2025

Combined model assisted evolutionary algorithm with complementary fill sampling criterion for expensive multi/many-objective optimization

Qiuzhen Wang, F. Xie, Yuan Liu, J. Zou, Jinhua Zheng

Swarm and Evolutionary Computation

DOI

2025

Dynamic multi-objective evolutionary algorithm based on dual-layer collaborative prediction under multiple perspective

Ya-Ru Hu, Yana Li, Junwei Ou, Jian-Kang Peng, Jun Li, Jinhua Zheng

Swarm and Evolutionary Computation

DOI

2025

Simulated Annealing-based Evolutionary Algorithm for Constrained Multimodal Multiobjective Optimization

J. Zou, Yu Li, Qi Deng, Tianbin Xie, Sheng-Xiang Yang, Jinhua Zheng

GECCO Companion

DOI

2025

Dynamic Multiobjective Optimization Algorithm Guided by Recurrent Neural Network

Ya-Ru Hu, Junwei Ou, P. Suganthan, W. Pedrycz, Rui Wang, Jinhua Zheng, Juan Zou, Yan-Jie Song

IEEE Transactions on Evolutionary Computation

DOI

2025

Centroidal Spatial-Temporal Topological Tensor-Based for Evolutionary Dynamic Multi-objective Optimization

Ya-Ru Hu, Zhenlin Mei, Junwei Ou, Jinhua Zheng, Juan Zou, Shou-Yong Jiang

Youth Academic Annual Conference of Chinese Association of Automation

DOI

2025

A niching-based nondominated sorting for multimodal multiobjective optimization with local pareto fronts

Qi Deng, J. Zou, Sheng-Xiang Yang, Yuan Liu, Fan Yu, Tianbin Xie, Jinhua Zheng

Applied Soft Computing

DOI

2024

Solving many-objective delivery and pickup vehicle routing problem with time windows with a constrained evolutionary optimization algorithm

Junwei Ou, Xiaolu Liu, Lining Xing, Jimin Lv, Yaru Hu, Jinhua Zheng, Juan Zou, Mengjun Li

Expert Systems With Applications，Vol. 255

DOI

2024

A new framework of change response for dynamic multi-objective optimization

Yaru Hu, Juan Zou, Jinhua Zheng, Shouyong Jiang, Shengxiang Yang

Expert Systems With Applications，Vol. 248

DOI

2024

A population hierarchical-based evolutionary algorithm for large-scale many-objective optimization

Shi-Ting Wang, Jinhua Zheng, Yingjie Zou, Yuan Liu, J. Zou, Sheng-Xiang Yang

Swarm and Evolutionary Computation

DOI

2024

The IGD-based prediction strategy for dynamic multi-objective optimization

Ya-Ru Hu, Jian-Kang Peng, Junwei Ou, Yana Li, Jinhua Zheng, J. Zou, Shou-Yong Jiang, Sheng-Xiang Yang, Jun Li

Swarm and Evolutionary Computation

DOI

2024

Continuous variation operator configuration for decomposition-based evolutionary multi-objective optimization

Yuan Liu, Jiazheng Li, J. Zou, Zhanglu Hou, Sheng-Xiang Yang, Jinhua Zheng

Swarm and Evolutionary Computation

DOI

2024

Dynamic constrained multi-objective optimization algorithm based on co-evolution and diversity enhancement

Wang Che, Jinhua Zheng, Ya-Ru Hu, Juan Zou, Sheng-Xiang Yang

Swarm and Evolutionary Computation

DOI

2024

A novel preference-driven evolutionary algorithm for dynamic multi-objective problems

Xueqing Wang, Jinhua Zheng, Zhanglu Hou, Yuan Liu, J. Zou, Yizhang Xia, Sheng-Xiang Yang

Swarm and Evolutionary Computation

DOI

2024

A Dynamic Preference-driven Evolutionary Algorithm for Solving Dynamic Multi-objective Problems

Xueqing Wang, Jinhua Zheng, J. Zou, Zhanglu Hou, Yuan Liu, Sheng-Xiang Yang

GECCO Companion

DOI

2024

A repulsive-distance-based maximum diversity selection algorithm for multimodal multiobjective optimization

Qi Deng, Yuan Liu, Sheng-Xiang Yang, J. Zou, Xi-Jun Li, Yizhang Xia, Jinhua Zheng

Applied Soft Computing

DOI

2024

A similarity-detection-based evolutionary algorithm for large-scale multimodal multi-objective optimization

Si Long, Jinhua Zheng, Qi Deng, Yuan Liu, J. Zou, Sheng-Xiang Yang

Swarm and Evolutionary Computation

DOI

2024

A Mahalanobis Distance-Based Approach for Dynamic Multiobjective Optimization With Stochastic Changes

Ya-Ru Hu, Jinhua Zheng, Shou-Yong Jiang, Sheng-Xiang Yang, Juan Zou, Rui Wang

IEEE Transactions on Evolutionary Computation

DOI

2024

A Multipopulation Evolutionary Algorithm Using New Cooperative Mechanism for Solving Multiobjective Problems With Multiconstraint

Juan Zou, Ruiqing Sun, Yuan Liu, Ya-Ru Hu, Sheng-Xiang Yang, Jinhua Zheng, Ke Li

IEEE Transactions on Evolutionary Computation

DOI

2024

Differential Evolution based on Local Grid Search for Multimodal Multiobjective Optimization with Local Pareto Fronts

J. Zou, Tianbin Xie, Qi Deng, Xiao-Zhong Yu, Sheng-Xiang Yang, Jinhua Zheng

GECCO Companion

DOI

2024

A novel multi-population evolutionary algorithm based on hybrid collaboration for constrained multi-objective optimization

Qiuzhen Wang, Yanhong Li, Zhanglu Hou, J. Zou, Jinhua Zheng

Swarm and Evolutionary Computation

DOI

2024

A Dynamic-Niching-Based Pareto Domination for Multimodal Multiobjective Optimization

Juan Zou, Qi Deng, Yuan Liu, Xinjie Yang, Sheng-Xiang Yang, Jinhua Zheng

IEEE Transactions on Evolutionary Computation

DOI

2023

进化高维多目标优化研究综述

徐康宇，刘元，李密青，杨圣祥，邹娟，郑金华

《控制工程》

2023

A Fuzzy Decision Variables Framework Based on Directed Sampling for Large-scale Multiobjective Optimization

Shi-Ting Wang, Jinhua Zheng, Juan Zou, Yuan Liu, Sheng-Xiang Yang, Yingjie Zou

GECCO Companion

DOI

2023

A dynamic multi-objective evolutionary algorithm based on Niche prediction strategy

Jinhua Zheng, Bo Zhang, Juan Zou, Sheng-Xiang Yang, Ya-Ru Hu

Applied Soft Computing

DOI

2023

A Fuzzy Decision Variables Framework for Large-Scale Multiobjective Optimization

Xu Yang, Juan Zou, Sheng-Xiang Yang, Jinhua Zheng, Yuan Liu

IEEE Transactions on Evolutionary Computation

DOI

2023

A weight vector generation method based on normal distribution for preference-based multi-objective optimization

Jinhua Zheng, Zhen-Fang Du, Juan Zou, Sheng-Xiang Yang

Swarm and Evolutionary Computation

DOI

2023

A particle swarm algorithm based on the dual search strategy for dynamic multi-objective optimization

Jin-Tong Yang, Juan Zou, Sheng-Xiang Yang, Ya-Ru Hu, Jinhua Zheng, Yuan Liu

Swarm and Evolutionary Computation

DOI

2023

Global and local feasible solution search for solving constrained multi-objective optimization

Wei-Xiong Huang, Juan Zou, Yuan Liu, Sheng-Xiang Yang, Jinhua Zheng

Information Sciences

DOI

2023

Enhanced auxiliary population search for diversity improvement of constrained multiobjective coevolutionary optimization

Weixiong Huang, Juan Zou, Huanrong Tang, Jinhua Zheng, Fan Yu

Swarm and Evolutionary Computation

DOI

2023

A Many-Objective Evolutionary Algorithm Based on Indicator and Decomposition

Yizhang Xia, Jia-Bin Huang, Xi-Jun Li, Yuan Liu, Jinhua Zheng, Juan Zou

Mathematics

DOI

2023

A dynamic multi-objective optimization based on a hybrid of pivot points prediction and diversity strategies

Jinhua Zheng, Fei Zhou, Juan Zou, Sheng-Xiang Yang, Ya-Ru Hu

Swarm and Evolutionary Computation

DOI

2023

A dual-population evolutionary algorithm based on adaptive constraint strength for constrained multi-objective optimization

Kaixi Yang, Jinhua Zheng, Juan Zou, Fan Yu, Sheng-Xiang Yang

Swarm and Evolutionary Computation

DOI

2023

A dynamic multi-objective evolutionary algorithm using adaptive reference vector and linear prediction

Jinhua Zheng, Qi-Shuan Wu, Juan Zou, Sheng-Xiang Yang, Ya-Ru Hu

Swarm and Evolutionary Computation

DOI

2023

An extended fuzzy decision variables framework for solving large-scale multiobjective optimization problems

Shi-Ting Wang, Jinhua Zheng, Yuan Liu, Juan Zou, Sheng-Xiang Yang

Information Sciences

DOI

2023

Weak relationship indicator-based evolutionary algorithm for multimodal multi-objective optimization

Yi Xiang, Jinhua Zheng, Ya-Ru Hu, Yuan Liu, Juan Zou, Qi Deng, Sheng-Xiang Yang

Information Sciences

DOI

2023

An evolutionary algorithm based on dynamic sparse grouping for sparse large scale multiobjective optimization

Yingjie Zou, Yuan Liu, Juan Zou, Sheng-Xiang Yang, Jinhua Zheng

Information Sciences

DOI

2023

A flexible two-stage constrained multi-objective evolutionary algorithm based on automatic regulation

Juan Zou, Jian Luo, Yuan Liu, Sheng-Xiang Yang, Jinhua Zheng

Information Sciences

DOI

2023

A Hybrid Response Strategy for Dynamic Constrained Multi-objective Optimization

Jinhua Zheng, Wang Che, Ya-Ru Hu, Juan Zou

International Conference on Bio-Inspired Computing: Theories and Applications

DOI

2023

Domination-Based Selection and Shift-Based Density Estimation for Constrained Multiobjective Optimization

Jin-Long Zhou, Ying-Gui Zhang, Jinhua Zheng, M. Li

IEEE Transactions on Evolutionary Computation

DOI

2023

A Multistage Algorithm for Solving Multiobjective Optimization Problems With Multiconstraints

Ruiqing Sun, Juan Zou, Yuan Liu, Sheng-Xiang Yang, Jinhua Zheng

IEEE Transactions on Evolutionary Computation

DOI

2022

A novel two-phase evolutionary algorithm for solving constrained multi-objective optimization problems

Yanping Wang, Yuan Liu, Juan Zou, Jinhua Zheng, Sheng-Xiang Yang

Swarm and Evolutionary Computation

DOI

2022

Combining State Detection with Knowledge Transfer for Constrained Multi-objective Optimization

Jinhua Zheng, Kaixi Yang, Juan Zou, Sheng-Xiang Yang

IEEE International Conference on Tools with Artificial Intelligence

DOI

2022

An evolutionary algorithm based on independently evolving sub-problems for multimodal multi-objective optimization

Jia-Liang Zhang, Juan Zou, Sheng-Xiang Yang, Jinhua Zheng

Information Sciences

DOI

2022

Combining a hybrid prediction strategy and a mutation strategy for dynamic multiobjective optimization

Ying Chen, Juan Zou, Yuan Liu, Sheng-Xiang Yang, Jinhua Zheng, Weixiong Huang

Swarm and Evolutionary Computation

DOI

2022

A self-exploratory competitive swarm optimization algorithm for large-scale multiobjective optimization

Sheng Qi, Juan Zou, Sheng-Xiang Yang, Yaochu Jin, Jinhua Zheng, Xu Yang

Information Sciences

DOI

2022

A level-based multi-strategy learning swarm optimizer for large-Scale multi-objective optimization

Sheng Qi, Juan Zou, Sheng-Xiang Yang, Jinhua Zheng

Swarm and Evolutionary Computation

DOI

2022

A multiobjective evolutionary algorithm based on decision variable classification for many-objective optimization

Qiuyue Liu, Juan Zou, Sheng-Xiang Yang, Jinhua Zheng

Swarm and Evolutionary Computation

DOI

2021

A random benchmark suite and a new reaction strategy in dynamic multiobjective optimization

Gan Ruan, Jinhua Zheng, Juan Zou, Zhongwei Ma, Sheng-Xiang Yang

Swarm and Evolutionary Computation

DOI

2021

Dynamic multi-objective optimization algorithm based decomposition and preference

Ya-Ru Hu, Jinhua Zheng, Juan Zou, Shou-Yong Jiang, Sheng-Xiang Yang

Information Sciences

DOI

2021

Multiobjective bilevel optimization algorithm based on preference selection to solve energy hub system planning problems

Juan Zou, Yang Xu, Zhong-Bing Liu, Jiang-Yan Liu, Ling Zhang, Jinhua Zheng

DOI

2021

A many-objective evolutionary algorithm based on rotation and decomposition

Juan Zou, Jing Liu, Sheng-Xiang Yang, Jinhua Zheng

Swarm and Evolutionary Computation

DOI

2021

A Constrained Multiobjective Evolutionary Algorithm based on State Transition Strategy

Jinhua Zheng, Jingtao Li, Tian Chen, Sheng-Xiang Yang

International Conference on Computer and Information Application

DOI

2021

A decision variable classification-based cooperative coevolutionary algorithm for dynamic multiobjective optimization

H. Xie, Juan Zou, Sheng-Xiang Yang, Jinhua Zheng, Junwei Ou, Ya-Ru Hu

Information Sciences

DOI

2021

A many-objective algorithm based on staged coordination selection

Juan Zou, Jing Liu, Jinhua Zheng, Sheng-Xiang Yang

Swarm and Evolutionary Computation

DOI

2021

A two-archive algorithm with decomposition and fitness allocation for multi-modal multi-objective optimization

Zhipan Li, Juan Zou, Sheng-Xiang Yang, Jinhua Zheng

Information Sciences

DOI

2021

Hierarchical preference algorithm based on decomposition multiobjective optimization

Juan Zou, Yong-Wu He, Jinhua Zheng, Dun-Wei Gong, Qi-Te Yang, Liuwei Fu, Tingrui Pei

Swarm and Evolutionary Computation

DOI

2021

A dual-population algorithm based on alternative evolution and degeneration for solving constrained multi-objective optimization problems

Juan Zou, Ruiqing Sun, Sheng-Xiang Yang, Jinhua Zheng

Information Sciences

DOI

2021

A constrained multi-objective evolutionary strategy based on population state detection

Huanrong Tang, Fan Yu, Juan Zou, Sheng-Xiang Yang, Jinhua Zheng

Swarm and Evolutionary Computation

DOI

2021

An infeasible solutions diversity maintenance epsilon constraint handling method for evolutionary constrained multiobjective optimization

Jin-Long Zhou, Juan Zou, Jinhua Zheng, Sheng-Xiang Yang, Dun-Wei Gong, Tingrui Pei

Soft Computing - A Fusion of Foundations, Methodologies and Applications

DOI

2021

Handling Dynamic Multiobjective Optimization Environments via Layered Prediction and Subspace-Based Diversity Maintenance

Ya-Ru Hu, Jinhua Zheng, Shou-Yong Jiang, Sheng-Xiang Yang, Juan Zou

IEEE Transactions on Cybernetics

DOI

2021

A dynamic multi-objective particle swarm optimization algorithm based on adversarial decomposition and neighborhood evolution

Jinhua Zheng, Ze-Yu Zhang, Juan Zou, Sheng-Xiang Yang, Junwei Ou, Ya-Ru Hu

Swarm and Evolutionary Computation

DOI

2021

A prediction strategy based on decision variable analysis for dynamic Multi-objective Optimization

Jinhua Zheng, Yubing Zhou, Juan Zou, Sheng-Xiang Yang, Junwei Ou, Ya-Ru Hu

Swarm and Evolutionary Computation

DOI

2021

Niche-based and angle-based selection strategies for many-objective evolutionary optimization

Jin-Long Zhou, Juan Zou, Sheng-Xiang Yang, Jinhua Zheng, Dun-Wei Gong, Tingrui Pei

Information Sciences

DOI

2021

A many-objective evolutionary algorithm based on dominance and decomposition with reference point adaptation

Juan Zou, Zheng-Hui Zhang, Jinhua Zheng, Sheng-Xiang Yang

Knowledge-Based Systems

DOI

2021

A Preference-based Multiobjective Evolutionary Algorithm Based on Weight Vector Adjustment Strategy

Huanrong Tang, Xiang Liu, Jinhua Zheng, Tian Chen

International Conference on Computer and Information Application

DOI

2020

Ra-dominance: A new dominance relationship for preference-based evolutionary multiobjective optimization

Juan Zou, Qi-Te Yang, Sheng-Xiang Yang, Jinhua Zheng

Applied Soft Computing

DOI

2020

A dynamic multi-objective evolutionary algorithm based on intensity of environmental change

Ya-Ru Hu, Jinhua Zheng, Juan Zou, Sheng-Xiang Yang, Junwei Ou, Rui Wang

Information Sciences

DOI

2020

An angle dominance criterion for evolutionary many-objective optimization

Yuan Liu, Ning-Bo Zhu, Ken-Li Li, M. Li, Jinhua Zheng, Ke-Qin Li

Information Sciences

DOI

2020

An improved memory prediction strategy for dynamic multiobjective optimization

Jinhua Zheng, Tian Chen, H. Xie, Sheng-Xiang Yang

International Conference on Computer and Information Application

DOI

2020

A close neighbor mobility method using particle swarm optimizer for solving multimodal optimization problems

Juan Zou, Qixia Deng, Jinhua Zheng, Sheng-Xiang Yang

Information Sciences

DOI

2020

Solving dynamic multi-objective problems with an evolutionary multi-directional search approach

Ya-Ru Hu, Junwei Ou, Jinhua Zheng, Juan Zou, Sheng-Xiang Yang, Gan Ruan

Knowledge-Based Systems

DOI

2019

A dynamic multiobjective evolutionary algorithm based on a dynamic evolutionary environment model

Juan Zou, Qingya Li, Sheng-Xiang Yang, Jinhua Zheng, Zhou Peng, Tingrui Pei

Swarm and Evolutionary Computation

DOI

2019

An adaptation reference-point-based multiobjective evolutionary algorithm

Juan Zou, Liuwei Fu, Sheng-Xiang Yang, Jinhua Zheng, Gan Ruan, Tingrui Pei, Lei Wang

Information Sciences

DOI

2019

A Pareto-based many-objective evolutionary algorithm using space partitioning selection and angle-based truncation

Hui Bai, Jinhua Zheng, Guo Yu, Sheng-Xiang Yang, Juan Zou

Information Sciences

DOI

2019

A knee-point-based evolutionary algorithm using weighted subpopulation for many-objective optimization

Juan Zou, Chun-Hui Ji, Sheng-Xiang Yang, Yuping Zhang, Jinhua Zheng, Ke Li

Swarm and Evolutionary Computation

DOI

2019

A pareto-based evolutionary algorithm using decomposition and truncation for dynamic multi-objective optimization

Junwei Ou, Jinhua Zheng, Gan Ruan, Ya-Ru Hu, Juan Zou, M. Li, Sheng-Xiang Yang, Xu Tan

Applied Soft Computing

DOI

2018

基于邻域竞赛的多目标优化算法

刘元，郑金华，邹娟，喻果

《自动化学报》

DOI

2018

A many-objective evolutionary algorithm based on rotated grid

Juan Zou, Liuwei Fu, Jinhua Zheng, Sheng-Xiang Yang, Guo Yu, Ya-Ru Hu

Applied Soft Computing

DOI

2018

A Performance Indicator for Reference-Point-Based Multiobjective Evolutionary Optimization

Zhanglu Hou, Sheng-Xiang Yang, Juan Zou, Jinhua Zheng, Guo Yu, Gan Ruan

IEEE Symposium Series on Computational Intelligence

DOI

2018

A predictive strategy based on special points for evolutionary dynamic multi-objective optimization

Qingya Li, Juan Zou, Sheng-Xiang Yang, Jinhua Zheng, Gan Ruan

Soft Computing - A Fusion of Foundations, Methodologies and Applications

DOI

2018

An Evolutionary Dynamic Multi-objective Optimization Algorithm Based on Center-point Prediction and Sub-population Autonomous Guidance

Jian-Wei Zhou, Juan Zou, Sheng-Xiang Yang, Gan Ruan, Junwei Ou, Jinhua Zheng

IEEE Symposium Series on Computational Intelligence

DOI

2017

Binary search based boundary elimination selection in many-objective evolutionary optimization

Guo Yu, R. Shen, Jinhua Zheng, M. Li, Juan Zou, Yuan Liu

Applied Soft Computing

DOI

2017

On decomposition methods in interactive user-preference based optimization

Jinhua Zheng, Guo Yu, Qiao-Feng Zhu, Xiao-Dong Li, Juan Zou

Applied Soft Computing

DOI

2017

A novel metric based on changes in pareto domination ratio for objective reduction of many-objective optimization problems

Juan Zou, Jinhua Zheng, Ruimin Shen, Cheng Deng

Journal of experimental and theoretical artificial intelligence (Print)

DOI

2017

A prediction strategy based on center points and knee points for evolutionary dynamic multi-objective optimization

Juan Zou, Qingya Li, Sheng-Xiang Yang, Hui Bai, Jinhua Zheng

Applied Soft Computing

DOI

2017

A proportion-based selection scheme for multi-objective optimization

Liuwei Fu, Juan Zou, Sheng-Xiang Yang, Gan Ruan, Zhongwei Ma, Jinhua Zheng

IEEE Symposium Series on Computational Intelligence

DOI

2017

The effect of diversity maintenance on prediction in dynamic multi-objective optimization

Gan Ruan, Guo Yu, Jinhua Zheng, Juan Zou, Sheng-Xiang Yang

Applied Soft Computing

DOI

2016

基于权重迭代的偏好多目标分解算法解决参考点对算法影响的研究

郑金华，喻果，贾月

《电子学报》

2016

Reserach on MOEA/D Based on User-Preference and Alternate Weight to Solve the Effetct of Reference point on Multi-objective Algorithms

Jinhua Zheng, Guo Yu, Yue Jia

2016

A preference-based multi-objective evolutionary algorithm using preference selection radius

Jian Hu, Guo Yu, Jinhua Zheng, Juan Zou

Soft Computing - A Fusion of Foundations, Methodologies and Applications

DOI

2016

Adaptive Neighborhood Selection for Multiobjective Optimization Problems

Yuping Zhang, Juan Zou, Jinhua Zheng, Yuan Liu, Sheng-Xiang Yang

2015

基于引导个体的预测策略求解动态多目标优化问题

郑金华，彭舟，邹娟，申瑞珉

《电子学报》

2015

差分选择策略在复杂多目标优化问题中的研究

郑金华，刘磊，李密青，尹呈，王康

《计算机研究与发展》

2015

Difference Selection Strategy for Solving Complex Multi-Objective Problems

Jinhua Zheng, Lei Liu, Mi-Qing Li, Cheng Yin, Kang Wang

DOI

2015

An improved performance metric for multiobjective evolutionary algorithms with user preferences

Guo Yu, Jinhua Zheng, Xiao-Dong Li

IEEE Congress on Evolutionary Computation

DOI

2015

A hybrid development platform for evolutionary multi-objective optimization

Ruimin Shen, Jinhua Zheng, M. Li

IEEE Congress on Evolutionary Computation

DOI

2015

A Comparative Study Use of OTL for Many-objective Optimization

Jinhua Zheng, Hui Bai, Ruimin Shen, M. Li

Annual Conference on Genetic and Evolutionary Computation

DOI

2015

Many-objective optimization based on information separation and neighbor punishment selection

Ruimin Shen, Jinhua Zheng, M. Li, Juan Zou

Soft Computing - A Fusion of Foundations, Methodologies and Applications

DOI

2015

Decomposing the user-preference in multiobjective optimization

Guo Yu, Jinhua Zheng, Ruimin Shen, M. Li

Soft Computing - A Fusion of Foundations, Methodologies and Applications

DOI

2014

多目标优化的进化环境模型及实现

郑金华，申瑞珉，李密青，邹娟，袁琦钊

《计算机学报》

2014

基于可变影响空间的多目标进化算法的解集均匀性评价方法

郑金华，黄端，王康，张作峰

《模式识别与人工智能》

2014

多目标进化算法中基于角度偏好的ε-Pareto支配策略

郑金华，赖念，郭观七

《模式识别与人工智能》

2014

基于偏好信息的动态引导式多目标寻优策略研究

郑金华，贾月

《模式识别与人工智能》

2014

关于如何用角度信息引入决策者偏好的研究

郑金华，谢谆志

《电子学报》

2014

An evaluation of non-redundant objective sets based on the spatial similarity ratio

Juan Zou, Jinhua Zheng, Cheng Deng, Ruimin Shen

Soft Computing - A Fusion of Foundations, Methodologies and Applications

DOI

2014

ETEA: A Euclidean Minimum Spanning Tree-Based Evolutionary Algorithm for Multi-Objective Optimization

M. Li, Sheng-Xiang Yang, Jinhua Zheng, Xiao-Hui Liu

Evolutionary Computation

DOI

2014

A population diversity maintaining strategy based on dynamic environment evolutionary model for dynamic multiobjective optimization

Zhou Peng, Jinhua Zheng, Juan Zou

IEEE Congress on Evolutionary Computation

DOI

2014

Novel prediction and memory strategies for dynamic multiobjective optimization

Zhou Peng, Jinhua Zheng, Juan Zou, Min Liu

Soft Computing - A Fusion of Foundations, Methodologies and Applications

DOI

2014

An adaptive diversity introduction method for dynamic evolutionary multiobjective optimization

Min Liu, Jinhua Zheng, Jun-Nian Wang, Yu-Zhen Liu, Lei Jiang

IEEE Congress on Evolutionary Computation

DOI

2013

基于目标空间分解的自适应多目标进化算法

郑金华，张作峰，邹娟

《高技术通讯》

2013

Many-Objective Evolutionary Algorithms for the Characteristics of Text in the Email Text Categorization

Juan Zou, Jinhua Zheng, Cheng Deng, Weiping Hu

2013

A Grid-Based Evolutionary Algorithm for Many-Objective Optimization

Sheng-Xiang Yang, M. Li, Xiao-Hui Liu, Jinhua Zheng

IEEE Transactions on Evolutionary Computation

DOI

2013

The Supplement Document of the Paper “ A Grid-Based Evolutionary Algorithm for Many-Objective Optimization ”

Sheng-Xiang Yang, M. Li, Xiao-Hui Liu, Jinhua Zheng

2012

多目标进化算法求解噪声适应度函数问题研究

吴慕琳，郑金华，刘文盼，郭观七

《小型微型计算机系统》

2012

一种基于Hypervolume指标的自适应邻域多目标进化算法

郑金华，李珂，李密青，文诗华

《计算机研究与发展》

2012

基于Delaunay三角剖分的多目标进化算法解集分布度评价指标

郑金华，王康，李密青，谢谆志

《模式识别与人工智能》

2012

一种自适应小生境分布性保持策略

郑金华，刘磊，刘文盼，邹娟

《电子学报》

2012

Achieving balance between proximity and diversity in multi-objective evolutionary algorithm

Ke Li, S. Kwong, Jingjing Cao, M. Li, Jinhua Zheng, Ruimin Shen

Information Sciences

DOI

2012

Neighbor-distance based diversity assessment for multi-objective optimizations

Kang Wang, Jinhua Zheng, Juan Zou

International Conference on Computing, Networking and Communications

DOI

2012

Adaptive Neighbor Multi-Objective Evolutionary Algorithm Based on Hypervolume Indicator

Jinhua Zheng, Ke Li, Mi-Qing Li, Shiki Wen

2011

基于拟蒙特卡罗方法的进化算法搜索鲁棒最优解的性能提高研究

朱云飞，罗彪，郑金华，蔡自兴

《模式识别与人工智能》

2011

一种多目标进化算法解集分布广度评价方法

李密青，郑金华

《计算机学报》

2011

基于最小二乘法的高维目标减少算法

郑金华，周聪，李珂，吕卉

《控制理论与应用》

2011

一种提高多目标进化算法搜索鲁棒最优解效率的方法

蔡自兴，朱云飞，罗彪，郑金华

《中南大学学报(自然科学版)》

2011

一种非均匀分布问题分布性维护方法

李密青，郑金华，李珂

《电子学报》

2011

求解多目标旅行商问题的混合遗传算法

朱云飞，蔡自兴，袁琦钊，郑金华

《计算机工程与应用》

2011

An Indicator for Assessing the Spread of Solutions in Multi-Objective Evolutionary Algorithm: An Indicator for Assessing the Spread of Solutions in Multi-Objective Evolutionary Algorithm

Mi-Qing Li, Jinhua Zheng

DOI

2011

A multi-objective evolutionary based on Hybrid Adaptive Grid Algorithm

Q. Yuan, Jinhua Zheng, M. Li, Juan Zou

2011 Seventh International Conference on Natural Computation

DOI

2010

基于空间交配遗传算法的收敛性分析

郑金华，吕卉，伍军，周聪，李珂，李密青

《模式识别与人工智能》

2010

遗传算法和单体型组装加权最小字符翻转问题

姚雄武，郑金华，李晶，文诗华

《计算机工程与应用》

2010

基于多种群进化的遗传算法

吕卉，周聪，邹娟，郑金华

《计算机工程与应用》

2010

一种基于“探测"与“开采"的多目标进化算法

罗彪，郑金华，朱云飞，蔡自兴

《高技术通讯》

2010

NSGA-II中一种改进的分布性保持策略

文诗华，郑金华

《计算机工程与应用》

2010

A Novel Slicing Based Algorithm to Calculate Hypervolume for Multi-Objective Optimization Problems

Ke Li, Jinhua Zheng, M. Li, Cong Zhou, Huixiang Lv

2010

A grid-based fitness strategy for evolutionary many-objective optimization

M. Li, Jinhua Zheng, Ruimin Shen, Ke Li, Q. Yuan

Annual Conference on Genetic and Evolutionary Computation

DOI

2010

Enhancing Diversity for Average Ranking Method in Evolutionary Many-Objective Optimization

M. Li, Jinhua Zheng, Ke Li, Q. Yuan, Ruimin Shen

Parallel Problem Solving from Nature

DOI

2009

多目标进化算法的一种基于生成树的分布性维护方法

李密青，郑金华

《高技术通讯》

2009

用多目标进化算法搜索MOPs的鲁棒Pareto最优解

郑金华，罗彪，周聪，李望移

《电子学报》

2009

一种改进的非支配排序多目标遗传算法

陈静，伍军，郑金华

《计算机工程与应用》

2009

一种新的分布性保持方法

李密青，郑金华，伍军

《控制理论与应用》

2009

基于空间距离的多目标差分进化算法

曾映兰，伍军，郑金华

《计算机应用研究》

2009

基于邻域表的多目标进化算法

李密青，郑金华

《小型微型计算机系统》

2009

一种基于最小生成树的多目标进化算法

李密青，郑金华，罗彪

《计算机研究与发展》

2009

进化算法鲁棒最优解研究综述

郑金华，罗彪，李晶，文诗华，李望移

《计算机科学》

2009

基于空间距离的多目标进化算法

李密青，郑金华，肖桂霞，谢炯亮

《模式识别与人工智能》

2009

一种基于拉丁超立方体抽样的多目标进化算法

郑金华，罗彪

《模式识别与人工智能》

2009

提高MOEAs解集的分布性——一种基于∞范数的逐步方法

曾映兰，郑金华，罗彪

《计算机工程与应用》

2009

Objective Reduction Based on the Least Square Method for Large-Dimensional Multi-objective Optimization Problem

Cong Zhou, Jinhua Zheng, Ke Li, Huixiang Lv

2009 Fifth International Conference on Natural Computation

DOI

2009

An Improved Differential Evolution for Multi-objective Optimization

Ke Li, Jinhua Zheng, Cong Zhou, Huixiang Lv

2009 WRI World Congress on Computer Science and Information Engineering

DOI

2009

Spread Assessment for Evolutionary Multi-Objective Optimization

M. Li, Jinhua Zheng

International Conference on Evolutionary Multi-Criterion Optimization

DOI

2009

A novel algorithm for non-dominated hypervolume-based multiobjective optimization

Ke Li, Jinhua Zheng, M. Li, Cong Zhou, Huixiang Lv

IEEE International Conference on Systems, Man and Cybernetics

DOI

2009

Research on Overlapping Individuals in MOEAs: Causation, Probability for Quantity and Influence on Assessment

Yun-Fei Zhu, Jiongliang Xie, Jinhua Zheng, Biao Luo, Wang-Yi Li

2009 Sixth International Conference on Fuzzy Systems and Knowledge Discovery

DOI

2009

An Spanning Tree based method for pruning non-dominated solutions in multi-objective optimization problems

M. Li, Jinhua Zheng, Ke Li, Jun Wu, Guixia Xiao

IEEE International Conference on Systems, Man and Cybernetics

DOI

2008

一种MOEA分布度的逐步评价方法

李密青，郑金华，谢炯亮，杨平，李晶

《电子学报》

2008

一种改进的基于差分进化的多目标进化算法

李珂，郑金华

《计算机工程与应用》

2008

一种基于多亲遗传机制的多目标优化算法

吴佳英，李平，郑金华

《计算机应用与软件》

2008

一种多目标进化算法的分布度评价方法

李密青，郑金华，肖桂霞，杨平

《模式识别与人工智能》

2008

二维目标下分布性与收敛性结合的种群维护策略

李密青，郑金华，罗彪，肖桂霞

《计算机工程与应用》

2008

遗传算法在大学排课系统中的应用

胡义伟，郑金华，谢勇

《计算机系统应用》

2008

Improving NSGA-II Algorithm Based on Minimum Spanning Tree

M. Li, Jinhua Zheng, Jun Wu

Asia-Pacific Conference on Simulated Evolution and Learning

DOI

2008

An efficient mufti-objective evolutionary algorithm based on Minimum Spanning Tree

M. Li, Jinhua Zheng, Guixia Xiao

IEEE Congress on Evolutionary Computation

DOI

2008

An Efficient Method for Maintaining Diversity in Evolutionary Multi-objective Optimization

Jinhua Zheng, M. Li

2008 Fourth International Conference on Natural Computation

DOI

2008

Combine LHS with MOEA to Optimize Complex Pareto Set MOPs

Jinhua Zheng, Biao Luo, M. Li, Jing Li

International Symposium on Intelligence Computation and Applications

DOI

2008

A Multi-objective Differential Evolutionary Algorithm Based on Spacial Distance

Jinhua Zheng, Jun Wu, Huixiang Lv

International Symposium on Intelligence Computation and Applications

DOI

2008

Applying a New Grid-Based Elitist-Reserving Strategy to EMO Archive Algorithms

Jiongliang Xie, Jinhua Zheng, Biao Luo, M. Li

Frontiers in Algorithmics

DOI

2008

A Fast Method of Constructing the Non-dominated Set: Arena's Principle

Su-Qin Tang, Zixing Cai, Jinhua Zheng

2008 Fourth International Conference on Natural Computation

DOI

2008

Efficient MOEAs with an adaptive sampling technique in searching robust optimal solutions

Biao Luo, Jinhua Zheng

World Congress on Intelligent Control and Automation

DOI

2008

Dynamic Crowding Distance?A New Diversity Maintenance Strategy for MOEAs

Biao Luo, Jinhua Zheng, Jiongliang Xie, Jun Wu

2008 Fourth International Conference on Natural Computation

DOI

2008

A new methodology for searching robust Pareto optimal solutions with MOEAs

Biao Luo, Jinhua Zheng

IEEE Congress on Evolutionary Computation

DOI

2008

Uniformity assessment for evolutionary multi-objective optimization

M. Li, Jinhua Zheng, Guixia Xiao

IEEE Congress on Evolutionary Computation

DOI

2008

Multi-objective evolutionary algorithm based on neighborhood: Multi-objective evolutionary algorithm based on neighborhood

Mi-Qing Li, Jinhua Zheng, Biao Luo, Jun Wu, Shifa Wen

DOI

2007

一种自适应多亲遗传算法及其性能分析

吴佳英，李平，郑金华

《系统工程与电子技术》

2007

多目标进化算法及其应用

郑金华

《科学出版》

2007

用擂台赛法则构造多目标Pareto最优解集的方法

郑金华，蒋浩，邝达，史忠植

《软件学报》

2007

一种求解多目标优化问题的粒子群算法

蒋浩，郑金华，陈良军

《模式识别与人工智能》

2007

基于遗传算法的综合性大学排课系统研究

胡义伟，谢勇，郑金华

《中国教育信息化》

2007

A Multi-Objective Genetic Algorithm Based on Density

Jinhua Zheng, Guixia Xiao, Wu Song, Xuyong Li, C. Ling

International Symposium on Intelligence Computation and Applications

DOI

2006

多目标遗传算法在人脸识别中的应用

陈良军，郑金华，龙丹

《计算机工程与科学》

2006

一种基于实数编码的自适应多亲遗传算法

李平，吴佳英，郑金华，胡宁静

《湖南农业大学学报(自然科学版)》

2006

多亲遗传算法的理论分析及其应用研究

李平，吴佳英，郑金华，胡宁静

《计算机工程与设计》

2006

基于自适应ε支配的快速多目标遗传算法

陈良军，郑金华

《计算机工程与应用》

2005

一种基于快速排序的快速多目标遗传算法

蒋浩，唐欢容，郑金华

《计算机工程与应用》

2005

一种基于聚集距离的多目标进化算法

薛娟，郑金华，李旭勇

《计算机工程与应用》

2005

一种有效的基于实数编码的多目标遗传算法

田小梅，郑金华

《湘潭大学学报(自然科学版)》

2005

求解度约束最小生成树问题的自适应遗传算法

田小梅，郑金华

《衡阳师范学院学报》

2005

A Diversity Metric for Multi-objective Evolutionary Algorithms

Xuyong Li, Jinhua Zheng, Juan Xue

International Conference on Computing, Networking and Communications

DOI

2005

Strategies based on polar coordinates to keep diversity in multi-objective genetic algorithm

Da Kuang, Jinhua Zheng

IEEE Congress on Evolutionary Computation

DOI

2004

基于分布存储的并行狭义遗传算法

郑金华，李丽荣

《计算机工程与应用》

2004

基于Pareto Front的多目标遗传算法

李丽荣，郑金华

《湘潭大学学报(自然科学版)》

2004

用遗传算法实现多智能体联盟的形成

郑金华，陈振洲，蔡自兴

《计算机工程与科学》

2004

基于聚类的快速多目标遗传算法

郑金华，史忠植，谢勇

《计算机研究与发展》

2004

A New Method to Construct the Non-Dominated Set in Multi-Objective Genetic Algorithms

Jinhua Zheng, Zhong-Zhi Shi, C. Ling, Yong Xie

IFIP International Conference on Intelligent Information Processing

DOI

2004

A Multi-objective Genetic Algorithm Based on Quick Sort

Jinhua Zheng, C. Ling, Zhong-Zhi Shi, Juan Xue, Xuyong Li

Canadian AI

DOI

2004

Some discussions about MOGAs: individual relations, non-dominated set, and application on automatic negotiation

Jinhua Zheng, C. Ling, Zhong-Zhi Shi, Yong Xie

Proceedings of the 2004 Congress on Evolutionary Computation (IEEE Cat. No.04TH8753)

DOI

2003

遗传算法的研究与发展动向

吴佳英，郑金华

《衡阳师范学院学报》

2003

基于空间交配的遗传算法

郑金华，叶正华，蒙祖强，蔡自兴

《模式识别与人工智能》

2003

狭义遗传算法的遗传机理分析

郑伟华，郑金华

《湘潭大学学报(自然科学版)》

2002

基于共享存储器的共同进化算法

邹丽珊，郑金华

《湘潭大学学报(自然科学版)》

2002

多亲遗传算法及其应用研究

吴佳英，郑金华

《鄂州大学学报》

2002

一种改进的基于实数编码的遗传算法

叶正华，谢勇，郑金华

《湘潭大学学报(自然科学版)》

2000

自动区域划分的分区域搜索狭义遗传算法

郑金华，蔡自兴

《计算机研究与发展》

1999

狭义遗传算法

郑金华，蔡自兴

《计算机工程与应用》

Hierarchical encoding-based dual-phase evolutionary algorithm for large-scale multiple agile satellites scheduling

Miao Wang, Jinhua Zheng, Yang Liu, Junwei Ou

Expert systems with applications

DOI

Topological prior-driven sub-region division and vector migration for spatio-temporal region prediction in dynamic multi-objective optimization

Ya-Ru Hu, Yun-Fei Zheng, Si-Tong Wang, Junwei Ou, Jinhua Zheng, Juan Zou, Sheng-Xiang Yang

Expert systems with applications

DOI

研究方向

进化算法及其在动态环境中的设计与实现多目标进化算法

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