周新宇｜江西师范大学｜学者主页

2026

Competitive multitasking with constraints relaxation for constrained multi-objective optimization

Xinyu Zhou, Weifeng Lin, Long Fan, Mingwen Wang

Expert Systems With Applications，Vol. 306

DOI

2026

一种基于竞争性拥挤小生境技术的多峰优化算法

周新宇，田龙辉，明飞，龚文引，王晖

《计算机学报》

2026

Adaptive exploration-exploitation switching artificial bee colony algorithm based on problem features

Zong-Lin Zhang, Xinyu Zhou, Jun-Yan Song, Feiqiang Liu, Yong Ma

Expert systems with applications

DOI

2026

RLP_MMOEA: A dual-population coevolutionary framework with label propagation clustering and adaptive relaxation for multimodal multiobjective optimization

Jinglei Guo, Ziqing Zhao, Tingjun Liu, Xinyu Zhou

Expert Systems with Applications

DOI

2025

Artificial bee colony algorithm based on multi-neighbor guidance

Xinyu Zhou, Guisen Tan, Hui Wang, Yong Ma, Shuixiu Wu

Expert Systems With Applications，Vol. 259

DOI

2025

动态精英学习的约束差分进化算法

周新宇，蒋金峰，高卫峰，王晖，彭虎

《模式识别与人工智能》

DOI

2025

A dual-population and three-stage constrained multi-objective evolutionary algorithm based on alternative evolution and degeneration

Xinyu Zhou, Yanjun Zhu, Weifeng Lin

IEEE Congress on Evolutionary Computation (CEC)

DOI

2025

Hybrid Niching Differential Evolution with Restart Strategy for Multimodal Optimization

Xinyu Zhou, Jingjin Yin, Chen Hua, Wenlong Ni, Mingwen Wang

Communications in computer and information science

DOI

2025

A constrained multi-objective evolutionary algorithm based on online problem identification and separate handling

Xinyu Zhou, Fan Long, Kunjie Yu, Kangjia Qiao

Swarm and Evolutionary Computation

DOI

2025

Constrained Multi-Objective Optimization With Constraint Priority

Xinyu Zhou, Yanjun Zhu, Yizhi Wang, Ruiqing Sun, Juan Zou

IEEE Transactions on Emerging Topics in Computational Intelligence

DOI

2025

Adaptive niching differential evolution algorithm with landscape analysis for multimodal optimization

Xinyu Zhou, Ningzhi Li, Fan Long, Hongwei Li, Bailiang Cheng, Mingwen Wang

Information Sciences

DOI

2025

Pareto fronts guided co-evolutionary algorithm for constrained multi-objective optimization

Hui Wang, Jinyu Xu, Jiayao Qian, Xinyu Zhou, Wei Li, Zhihua Cui, Jia Zhao

Swarm and Evolutionary Computation

DOI

2024

自适应双坐标系的差分进化算法求解混合变量优化问题

周新宇，黄君洪，彭虎，王晖，王峰

《计算机学报》

2024

一种基于强化学习的自适应多邻域人工蜂群算法

周新宇，尹子悦，高卫峰，谭贵森，易玉根

《计算机学报》

2024

基于多元信息引导的人工蜂群算法

周新宇，刘颖，吴艳林，郭京蕾

《电子学报》

2024

Evolutionary Constrained Mult-Objective Optimization Based on Competitive Multitasking and Decomposition-Dominance

XU Jinyu, Hui Wang, Shitao Liao, Hangyu Liu, Yun Wang, Xinyu Zhou

International Conference on Data-driven Optimization of Complex Systems (DOCS)

DOI

2024

Adaptive multi-population artificial bee colony algorithm based on fitness landscape analysis

Xinyu Zhou, Xiaocui Zhang, Weifeng Gao, Hui Wang, Yong Ma

Applied Soft Computing

DOI

2024

A Micro Dynamic Multi-objective Evolutionary Algorithm for Small-scale Smart Greenhouse with Low-power Microprocessor

Zhongtian Luo, Jianpeng Xiong, Hu Peng, Gaosheng Zhan, Qingfu Zhang, Hui Wang, Xinyu Zhou, Wei Li, Ying Ping Huang

Genetic and Evolutionary Computation Conference Companion (GECCO Companion)

DOI

2024

A dynamic multi-objective optimization evolutionary algorithm with adaptive boosting

Hu Peng, Jianpeng Xiong, Chen Bing Pi, Xinyu Zhou, Zhijian Wu

Swarm and Evolutionary Computation

DOI

2024

Evolutionary Multi-Task Optimization With Adaptive Intensity of Knowledge Transfer

Xinyu Zhou, Neng Mei, Maosheng Zhong, Mingwen Wang

IEEE Transactions on Emerging Topics in Computational Intelligence

DOI

2024

Enhancing artificial bee colony algorithm with depth-first search and direction information

Mingwen Wang, Shuixiu Wu, Hao Tang, Xinyu Zhou

International Journal of Wireless and Mobile Computing

DOI

2023

Task Scheduling with Multi-strategy Improved Sparrow Search Algorithm in Cloud Datacenters

Yao Liu, Wenlong Ni, Yang Bi, Lingyue Lai, Xinyu Zhou, Hua Chen

International Conference on Neural Information Processing

DOI

2023

Task Scheduling with Improved Particle Swarm Optimization in Cloud Data Center

Yang Bi, Wenlong Ni, Yao Liu, Lingyue Lai, Xinyu Zhou

International Conference on Neural Information Processing

DOI

2023

Neighborhood Learning for Artificial Bee Colony Algorithm: A Mini-survey

Xinyu Zhou, Guisen Tan, Yanlin Wu, Shuixiu Wu

Lecture notes in computer science

DOI

2023

A novel self-adaptive multi-strategy artificial bee colony algorithm for coverage optimization in wireless sensor networks

Jin Wang, Ying Liu, Shuying Rao, Xinyu Zhou, Jinbin Hu

Ad Hoc Networks

DOI

2023

Differential Evolution Algorithm with Dual Information Guidance

Xinyu Zhou, Yanlin Wu, Hu Peng, Shuixiu Wu, Mingwen Wang

International Journal of Artificial Intelligence Tools

DOI

2022

基于适应度分组的多策略人工蜂群算法

周新宇，胡建成，吴艳林，钟茂生，王明文

《模式识别与人工智能》

2022

Accelerating artificial bee colony algorithm using elite information

Xinyu Zhou, Yanlin Wu, Shuixiu Wu, Maosheng Zhong, Mingwen Wang

International Journal of Innovative Computing and Applications

DOI

2022

Artificial bee colony algorithm based on online fitness landscape analysis

Xinyu Zhou, Junyan Song, Shuixiu Wu, Mingwen Wang

Information Sciences

DOI

2022

Artificial bee colony algorithm based on adaptive neighborhood topologies

Xinyu Zhou, Yanlin Wu, Maosheng Zhong, Mingwen Wang

Information Sciences

DOI

2022

Micro multi-strategy multi-objective artificial bee colony algorithm for microgrid energy optimization

Hu Peng, Cong Wang, Yupeng Han, Wenhui Xiao, Xinyu Zhou, Zhijian Wu

Future Generation Computer Systems

DOI

2022

Artificial bee colony algorithm with bi‐coordinate systems for global numerical optimization

Xinyu Zhou, Junhong Huang, Hao Tang, Mingwen Wang

International Journal of Intelligent Systems

DOI

2022

Fitness Landscape Analysis: From Problem Understanding to Design of Evolutionary Algorithms

Xinyu Zhou, Junyan Song, Shuixiu Wu, Wenlong Ni, Mingwen Wang

Communications in computer and information science

DOI

2021

Optimal Virtual Machine Allocations in Cloud Computing System

Wenlong Ni, Jue Wang, Ziyang Liu, Huaixiang Song, Hua Chen, Xinyu Zhou

International Conference on Systems and Informatics

DOI

2021

Optimal Overbooking Appointment Scheduling in Hospitals Using Evolutionary Markov Decision Process

Wenlong Ni, Jue Wang, Ziyang Liu, Huaixiang Song, Xu Guo, Hua Chen, Xinyu Zhou, Ming-Wen Wang

International Conference on Bio-Inspired Computing: Theories and Applications

DOI

2021

An individual-dependent differential evolution with dual information guidance

Xinyu Zhou, Yanlin Wu, Hu Peng, Shuixiu Wu, Mingwen Wang

Proceedings - International Conference on Tools with Artificial Intelligence, TAI

DOI

2021

Artificial bee colony algorithm based on multiple neighborhood topologies

Xinyu Zhou, Yanlin Wu, Maosheng Zhong, Mingwen Wang

Applied Soft Computing

DOI

2021

A Niche Based Multi-objective Particle Swarm Optimizer

Jinglei Guo, Miaomiao Shao, Shouyong Jiang, Xinyu Zhou

IEEE Congress on Evolutionary Computation (CEC)

DOI

2020

一种融合邻域搜索的多策略差分进化算法

孙灿，周新宇，王明文

《系统仿真学报》

DOI

2020

Modified multi-strategy artificial bee colony algorithm for optimising node coverage problem

Jianyi Wan, Mingwen Wang, Xinyu Zhou, Yunan Liu

International Journal of Wireless and Mobile Computing

DOI

2020

Artificial bee colony algorithm based on adaptive neighborhood search and Gaussian perturbation

Songyi Xiao, Hui Wang, Wenjun Wang, Zhi-Kai Huang, Xinyu Zhou, Minyang Xu

Applied Soft Computing

DOI

2020

Enhancing artificial bee colony algorithm with multi-elite guidance

Xinyu Zhou, Jiaxin Lu, Junhong Huang, Maosheng Zhong, Mingwen Wang

Information Sciences

DOI

2020

Artificial bee colony algorithm based on knowledge fusion

Hui Wang, Wenjun Wang, Xinyu Zhou, Jia Xi Zhao, Yun Wang, Songyi Xiao, Minyang Xu

Complex & Intelligent Systems

DOI

2020

Enhancing Artificial Bee Colony Algorithm with Dynamic Best Neighbor-guided Search Strategy

Qiyu Cai, Xinyu Zhou, Anquan Jie, Maosheng Zhong, Mingwen Wang, Hui Wang, Hu Peng

IEEE Congress on Evolutionary Computation (CEC)

DOI

2020

LSHADE with S-shape Constraint-handling Technique in Push and Pull Search for Constrained optimization Problems

Jinglei Guol, Tianpei Cheng, Zhun Fan, Xinyu Zhou

IEEE Congress on Evolutionary Computation (CEC)

DOI

2020

Toward Efficient Image Recognition in Sensor-Based IoT: A Weight Initialization Optimizing Method for CNN Based on RGB Influence Proportion

Zile Deng, Yuanlong Cao, Xinyu Zhou, Yugen Yi, Yirui Jiang, Ilsun You

Sensors

DOI

2020

Improving artificial Bee colony algorithm using a new neighborhood selection mechanism

Hui Wang, Wenjun Wang, Songyi Xiao, Zhihua Cui, Minyang Xu, Xinyu Zhou

Information Sciences

DOI

2019

Dynamic Multi-population Artificial Bee Colony Algorithm

Xinyu Zhou, Yiwen Ling, Maosheng Zhong, Mingwen Wang

Proceedings - International Conference on Tools with Artificial Intelligence, TAI

DOI

2019

A Novel Artificial Bee Colony Algorithm with Division of Labor for Solving CEC 2019 100-Digit Challenge Benchmark Problems

Jiaxin Lu, Xinyu Zhou, Yong Ma, Mingwen Wang, Jianyi Wan, Wenjun Wang

IEEE Congress on Evolutionary Computation (CEC)

DOI

2019

Enhanced Brain Storm Optimization with Role-playing Strategy

Jianqiang Chen, Changshou Deng, Hu Peng, Yucheng Tan, Xinyu Zhou, Feng Wang

IEEE Congress on Evolutionary Computation (CEC)

DOI

2019

A New Artificial Bee Colony Based on Multiple Search Strategies and Dimension Selection

Songyi Xiao, Wenjun Wang, Hui Wang, Xinyu Zhou

IEEE Access

DOI

2019

A Multi-strategy Artificial Bee Colony Algorithm with Neighborhood Search

Can Sun, Xinyu Zhou, Mingwen Wang

Lecture notes in computer science

DOI

2019

Enhancing Artificial Bee Colony Algorithm with Directional Information

Qiyu Cai, Xinyu Zhou, Anquan Jie, Maosheng Zhong, Mingwen Wang

Communications in computer and information science

DOI

2018

Gaussian bare-bones cuckoo search algorithm

Hu Peng, Changshou Deng, Hui Wang, Wenjun Wang, Xinyu Zhou, Zhijian Wu

Genetic and Evolutionary Computation Conference Companion (GECCO Companion)

DOI

2018

Differential evolution with multi-information guidance

Xinyu Zhou, Yunan Liu, Mingwen Wang, Jianyi Wan, Hui Wang, Wenjun Wang, Hu Peng

Genetic and Evolutionary Computation Conference Companion (GECCO Companion)

DOI

2018

A new dynamic firefly algorithm for demand estimation of water resources

Hui Wang, Wenjun Wang, Zhihua Cui, Xinyu Zhou, Jia Xi Zhao, Ya Li

Information Sciences

DOI

2018

Enhancing Artificial Bee Colony Algorithm with Superior Information Learning

Xinyu Zhou, Yunan Liu, Mingwen Wang, Jianyi Wan

Lecture notes in computer science

DOI

2018

An Elite Group Guided Artificial Bee Colony Algorithm with a Modified Neighborhood Search

Jiaxin Lu, Xinyu Zhou, Yong Ma, Mingwen Wang

Lecture notes in computer science

DOI

2018

Accelerating Artificial Bee Colony Algorithm with Elite Neighborhood Learning

Xinyu Zhou, Yunan Liu, Yong Ma, Mingwen Wang, Jianyi Wan

Lecture notes in computer science

DOI

2017

Dynamic Step Factor Based Firefly Algorithm for Optimization Problems

Wenjun Wang, Hui Wang, Xinyu Zhou, Jia Xi Zhao, Li Lv, Hui Sun

IEEE International Conference on Computational Science and Engineering (CSE) and IEEE International Conference on Embedded and Ubiquitous Computing (EUC)

DOI

2017

Selection Mechanism in Artificial Bee Colony Algorithm: A Comparative Study on Numerical Benchmark Problems

Xinyu Zhou, Hui Wang, Mingwen Wang, Jianyi Wan

Lecture notes in computer science

DOI

2017

Firefly Algorithm for Demand Estimation of Water Resources

Hui Wang, Zhihua Cui, Wenjun Wang, Xinyu Zhou, Jia Xi Zhao, Li Lv, Hui Sun

Lecture notes in computer science

DOI

2016

GPU上基于改进精英策略差分演化的神经网络学习算法

王晓峰，吴志健，周新宇，郭肇禄

《小型微型计算机系统》

2016

Firefly algorithm with neighborhood attraction

Hui Wang, Wenjun Wang, Xinyu Zhou, Hui Sun, Jia Xi Zhao, Xiang Jun Yu, Zhihua Cui

Information Sciences

DOI

2016

Firefly algorithm with adaptive control parameters

Hui Wang, Xinyu Zhou, Hui Sun, Xiang Jun Yu, Jia Xi Zhao, Hai Zhang, Laizhong Cui

Soft Computing

DOI

2016

A New Firefly Algorithm with Local Search for Numerical Optimization

Hui Wang, Wenjun Wang, Hui Sun, Jia Xi Zhao, Hai Zhang, Jin Liu, Xinyu Zhou

Communications in computer and information science

DOI

2016

An Improved Multi-strategy Ensemble Artificial Bee Colony Algorithm with Neighborhood Search

Xinyu Zhou, Mingwen Wang, Jianyi Wan, Jiali Zuo

Lecture notes in computer science

DOI

2016

Differential evolution algorithm with dynamic population scheme

Xinyu Zhou, Mingwen Wang, Jianyi Wan

International Journal of Wireless and Mobile Computing

DOI

2015

基于三角的骨架差分进化算法

彭虎，吴志健，周新宇，邓长寿

《计算机研究与发展》

2015

Enhancing the modified artificial bee colony algorithm with neighborhood search

Xinyu Zhou, Hui Wang, Mingwen Wang, Jianyi Wan

Soft Computing

DOI

2015

On anycast routing based on parallel evolutionary algorithm

Kangshun Li, Xiaoyang Deng, Xinyu Zhou, Wei Li

IEEE Congress on Evolutionary Computation (CEC)

DOI

2015

Enhancing artificial bee colony algorithm with generalised opposition-based learning

Xinyu Zhou, Zhijian Wu, Changshou Deng, Hu Peng

International Journal of Computing Science and Mathematics

DOI

2015

Accelerating Artificial Bee Colony Algorithm for Global Optimization

Xinyu Zhou, Mingwen Wang, Jianyi Wan

Lecture notes in computer science

DOI

2015

A Numerical Optimization Algorithm Based on Bacterial Reproduction

Peng Shao, Zhijian Wu, Xuanyu Zhou, Xinyu Zhou, Zelin Wang, Dang Cong Tran

Lecture notes in computer science

DOI

2014

基于精英区域学习的动态差分进化算法

彭虎，吴志健，周新宇，邓长寿

《电子学报》

2014

Gaussian bare-bones artificial bee colony algorithm

Xinyu Zhou, Zhijian Wu, Hui Wang, Shahryar Rahnamayan

Soft Computing

DOI

2013

一种精英反向学习的粒子群优化算法

周新宇，吴志健，王晖，李康顺，张浩宇

《电子学报》

2013

一种精英反向学习的差分演化算法

周新宇，吴志健，王晖

《小型微型计算机系统》

精选作品

期刊论文

Competitive multitasking with constraints relaxation for constrained multi-objective optimization

一种基于竞争性拥挤小生境技术的多峰优化算法

Adaptive exploration-exploitation switching artificial bee colony algorithm based on problem features

RLP_MMOEA: A dual-population coevolutionary framework with label propagation clustering and adaptive relaxation for multimodal multiobjective optimization

Artificial bee colony algorithm based on multi-neighbor guidance

动态精英学习的约束差分进化算法

A dual-population and three-stage constrained multi-objective evolutionary algorithm based on alternative evolution and degeneration

Hybrid Niching Differential Evolution with Restart Strategy for Multimodal Optimization

A constrained multi-objective evolutionary algorithm based on online problem identification and separate handling

Constrained Multi-Objective Optimization With Constraint Priority

Adaptive niching differential evolution algorithm with landscape analysis for multimodal optimization

Pareto fronts guided co-evolutionary algorithm for constrained multi-objective optimization

自适应双坐标系的差分进化算法求解混合变量优化问题

一种基于强化学习的自适应多邻域人工蜂群算法

基于多元信息引导的人工蜂群算法

Evolutionary Constrained Mult-Objective Optimization Based on Competitive Multitasking and Decomposition-Dominance

Adaptive multi-population artificial bee colony algorithm based on fitness landscape analysis

A Micro Dynamic Multi-objective Evolutionary Algorithm for Small-scale Smart Greenhouse with Low-power Microprocessor

A dynamic multi-objective optimization evolutionary algorithm with adaptive boosting

Evolutionary Multi-Task Optimization With Adaptive Intensity of Knowledge Transfer

Enhancing artificial bee colony algorithm with depth-first search and direction information

Task Scheduling with Multi-strategy Improved Sparrow Search Algorithm in Cloud Datacenters

Task Scheduling with Improved Particle Swarm Optimization in Cloud Data Center

Neighborhood Learning for Artificial Bee Colony Algorithm: A Mini-survey

A novel self-adaptive multi-strategy artificial bee colony algorithm for coverage optimization in wireless sensor networks

Differential Evolution Algorithm with Dual Information Guidance

基于适应度分组的多策略人工蜂群算法

Accelerating artificial bee colony algorithm using elite information

Artificial bee colony algorithm based on online fitness landscape analysis

Artificial bee colony algorithm based on adaptive neighborhood topologies

Micro multi-strategy multi-objective artificial bee colony algorithm for microgrid energy optimization

Artificial bee colony algorithm with bi‐coordinate systems for global numerical optimization

Fitness Landscape Analysis: From Problem Understanding to Design of Evolutionary Algorithms

Optimal Virtual Machine Allocations in Cloud Computing System

Optimal Overbooking Appointment Scheduling in Hospitals Using Evolutionary Markov Decision Process

An individual-dependent differential evolution with dual information guidance

Artificial bee colony algorithm based on multiple neighborhood topologies

A Niche Based Multi-objective Particle Swarm Optimizer

一种融合邻域搜索的多策略差分进化算法

Modified multi-strategy artificial bee colony algorithm for optimising node coverage problem

Artificial bee colony algorithm based on adaptive neighborhood search and Gaussian perturbation

Enhancing artificial bee colony algorithm with multi-elite guidance

Artificial bee colony algorithm based on knowledge fusion

Enhancing Artificial Bee Colony Algorithm with Dynamic Best Neighbor-guided Search Strategy

LSHADE with S-shape Constraint-handling Technique in Push and Pull Search for Constrained optimization Problems

Toward Efficient Image Recognition in Sensor-Based IoT: A Weight Initialization Optimizing Method for CNN Based on RGB Influence Proportion

Improving artificial Bee colony algorithm using a new neighborhood selection mechanism

Dynamic Multi-population Artificial Bee Colony Algorithm

A Novel Artificial Bee Colony Algorithm with Division of Labor for Solving CEC 2019 100-Digit Challenge Benchmark Problems

Enhanced Brain Storm Optimization with Role-playing Strategy

A New Artificial Bee Colony Based on Multiple Search Strategies and Dimension Selection

A Multi-strategy Artificial Bee Colony Algorithm with Neighborhood Search

Enhancing Artificial Bee Colony Algorithm with Directional Information

Gaussian bare-bones cuckoo search algorithm

Differential evolution with multi-information guidance

A new dynamic firefly algorithm for demand estimation of water resources

Enhancing Artificial Bee Colony Algorithm with Superior Information Learning

An Elite Group Guided Artificial Bee Colony Algorithm with a Modified Neighborhood Search

Accelerating Artificial Bee Colony Algorithm with Elite Neighborhood Learning

Dynamic Step Factor Based Firefly Algorithm for Optimization Problems

Selection Mechanism in Artificial Bee Colony Algorithm: A Comparative Study on Numerical Benchmark Problems

Firefly Algorithm for Demand Estimation of Water Resources

GPU上基于改进精英策略差分演化的神经网络学习算法

Firefly algorithm with neighborhood attraction

Firefly algorithm with adaptive control parameters

A New Firefly Algorithm with Local Search for Numerical Optimization

An Improved Multi-strategy Ensemble Artificial Bee Colony Algorithm with Neighborhood Search

Differential evolution algorithm with dynamic population scheme

基于三角的骨架差分进化算法

Enhancing the modified artificial bee colony algorithm with neighborhood search

On anycast routing based on parallel evolutionary algorithm

Enhancing artificial bee colony algorithm with generalised opposition-based learning

Accelerating Artificial Bee Colony Algorithm for Global Optimization

A Numerical Optimization Algorithm Based on Bacterial Reproduction

基于精英区域学习的动态差分进化算法

Gaussian bare-bones artificial bee colony algorithm

一种精英反向学习的粒子群优化算法

一种精英反向学习的差分演化算法