Zizhen Zhang

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 63

Top Topics

Memetic Algorithm

Routing Problem

Reinforcement Learning

Top Venues

IEEE Trans. Syst. Man Cybern. Syst.

Publications

Tengfei Cao, Zizhen Zhang, Xiaoying Wang, Han Xiao, Changqiao Xu
PTCC: A Privacy-Preserving and Trajectory Clustering-Based Approach for Cooperative Caching Optimization in Vehicular Networks. IEEE Trans. Sustain. Comput. 9 (4) (2024)
Hancong Huangfu, Zizhen Zhang
Greedy-based user selection for federated graph neural networks with limited communication resources. Comput. Intell. 40 (1) (2024)
Zizhen Zhang, Hong Liu, MengChu Zhou, Jiahai Wang
Solving Dynamic Traveling Salesman Problems With Deep Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 34 (4) (2023)
Zizhen Zhang, Weishi Zhang, Anwar Zeb
Hopf Bifurcation of a Delayed SVEIS Worm Propagation Model with Nonlinear Incidence Rate. ICCSA (Workshops 1) (2023)
Zijun Liao, Jinbiao Chen, Zizhen Zhang
Solving Job-Shop Scheduling Problem via Deep Reinforcement Learning with Attention Model. IEA/AIE (2) (2023)
Zizhen Zhang, V. Madhusudanan, B. S. N. Murthy
Effect of Delay in SMS Worm Propagation in Mobile Network with Saturated Incidence Rate. Wirel. Pers. Commun. 131 (1) (2023)
Jinbiao Chen, Zizhen Zhang, Zhiguang Cao, Yaoxin Wu, Yining Ma, Te Ye, Jiahai Wang
Neural Multi-Objective Combinatorial Optimization with Diversity Enhancement. NeurIPS (2023)
Jinbiao Chen, Zizhen Zhang, Zhiguang Cao, Yaoxin Wu, Yining Ma, Te Ye, Jiahai Wang
Neural Multi-Objective Combinatorial Optimization with Diversity Enhancement. CoRR (2023)
Fengwei Liu, Te Ye, Zizhen Zhang
Dynamic Attention Model - A Deep Reinforcement Learning Approach for Container Relocation Problem. IEA/AIE (2) (2023)
Zizhen Zhang, Zhiyuan Wu, Hang Zhang, Jiahai Wang
Meta-Learning-Based Deep Reinforcement Learning for Multiobjective Optimization Problems. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Jinbiao Chen, Jiahai Wang, Zizhen Zhang, Zhiguang Cao, Te Ye, Siyuan Chen
Efficient Meta Neural Heuristic for Multi-Objective Combinatorial Optimization. NeurIPS (2023)
Jinbiao Chen, Jiahai Wang, Zizhen Zhang, Zhiguang Cao, Te Ye, Siyuan Chen
Efficient Meta Neural Heuristic for Multi-Objective Combinatorial Optimization. CoRR (2023)
Mingzhu Yu, Yan Chen, Zelong Yi, Qi Wang, Zizhen Zhang
Benefits of market information and professional advice in a vertical agricultural supply chain: the role of government provision. Int. J. Prod. Res. 60 (11) (2022)
Jiahai Wang, Yanyue Li, Qingfu Zhang, Zizhen Zhang, Shangce Gao
Cooperative Multiobjective Evolutionary Algorithm With Propulsive Population for Constrained Multiobjective Optimization. IEEE Trans. Syst. Man Cybern. Syst. 52 (6) (2022)
Te Ye, Zizhen Zhang, Jinbiao Chen, Jiahai Wang
Weight-Specific-Decoder Attention Model to Solve Multiobjective Combinatorial Optimization Problems. SMC (2022)
Jinbiao Chen, Huanhuan Huang, Zizhen Zhang, Jiahai Wang
Deep Reinforcement Learning with Two-Stage Training Strategy for Practical Electric Vehicle Routing Problem with Time Windows. PPSN (1) (2022)
Zizhen Zhang, Tengfei Cao, Xiaoying Wang, Han Xiao, Jianfeng Guan
VC-PPQ: Privacy-Preserving Q-Learning Based Video Caching Optimization in Mobile Edge Networks. IEEE Trans. Netw. Sci. Eng. 9 (6) (2022)
Qidong Lai, Zizhen Zhang, Mingzhu Yu, Jiahai Wang
Split-Delivery Capacitated Arc-Routing Problem With Time Windows. IEEE Trans. Intell. Transp. Syst. 23 (3) (2022)
Hang Zhang, Zizhen Zhang, Jinbiao Chen, Jiahai Wang
Solving Quadratic Traveling Salesman Problem with Deep Reinforcement Learning. SMC (2022)
Zijun Liao, Qiwen Li, Yuanzhi Dai, Zizhen Zhang
Learning to Schedule Job-Shop Problems via Hierarchical Reinforcement Learning. SMC (2022)
Hang Zhou, Hu Qin, Zizhen Zhang, Jiliu Li
Two-echelon vehicle routing problem with time windows and simultaneous pickup and delivery. Soft Comput. 26 (7) (2022)
Xiaopeng Zheng, Zhiyue Liu, Zizhen Zhang, Zhaoyang Wang, Jiahai Wang
UECA-Prompt: Universal Prompt for Emotion Cause Analysis. COLING (2022)
Yongxin Zhang, Jiahai Wang, Zizhen Zhang
Edge-based Formulation with Graph Attention Network for Practical Vehicle Routing Problem with Time Windows. IJCNN (2022)
Jiahai Wang, Liangsheng Yuan, Zizhen Zhang, Shangce Gao, Yuyan Sun, Yalan Zhou
Multiobjective Multiple Neighborhood Search Algorithms for Multiobjective Fleet Size and Mix Location-Routing Problem With Time Windows. IEEE Trans. Syst. Man Cybern. Syst. 51 (4) (2021)
Yongxin Zhang, Jiahai Wang, Zizhen Zhang, Yalan Zhou
MODRL/D-EL: Multiobjective Deep Reinforcement Learning with Evolutionary Learning for Multiobjective Optimization. IJCNN (2021)
Mingzhu Yu, Zhuobin Liang, Yi Teng, Zizhen Zhang, Xuwen Cong
The inbound container space allocation in the automated container terminals. Expert Syst. Appl. 179 (2021)
Xin Jin, Hu Qin, Zizhen Zhang, Mengchu Zhou, Jiahai Wang
Planning of Garbage Collection Service: An Arc-Routing Problem With Time-Dependent Penalty Cost. IEEE Trans. Intell. Transp. Syst. 22 (5) (2021)
Zizhen Zhang, Luyao Teng, Mengchu Zhou, Jiahai Wang, Hua Wang
Enhanced Branch-and-Bound Framework for a Class of Sequencing Problems. IEEE Trans. Syst. Man Cybern. Syst. 51 (5) (2021)
Yongxin Zhang, Jiahai Wang, Zizhen Zhang, Yalan Zhou
MODRL/D-EL: Multiobjective Deep Reinforcement Learning with Evolutionary Learning for Multiobjective Optimization. CoRR (2021)
Zizhen Zhang, Zhiyuan Wu, Jiahai Wang
Meta-Learning-based Deep Reinforcement Learning for Multiobjective Optimization Problems. CoRR (2021)
Guojin Wu, Zizhen Zhang, Hong Liu, Jiahai Wang
Solving Time-Dependent Traveling Salesman Problem with Time Windows with Deep Reinforcement Learning. SMC (2021)
Yalan Zhou, Min Zhu, Jiahai Wang, Zizhen Zhang, Yi Xiang, Jun Zhang
Tri-Goal Evolution Framework for Constrained Many-Objective Optimization. IEEE Trans. Syst. Man Cybern. Syst. 50 (8) (2020)
Hong Wu, Jiahai Wang, Zizhen Zhang
MODRL/D-AM: Multiobjective Deep Reinforcement Learning Algorithm Using Decomposition and Attention Model for Multiobjective Optimization. CoRR (2020)
Zizhen Zhang, MengChu Zhou, Jiahai Wang
Construction-Based Optimization Approaches to Airline Crew Rostering Problem. IEEE Trans Autom. Sci. Eng. 17 (3) (2020)
Jiahai Wang, Wenbin Ren, Zizhen Zhang, Han Huang, Yuren Zhou
A Hybrid Multiobjective Memetic Algorithm for Multiobjective Periodic Vehicle Routing Problem With Time Windows. IEEE Trans. Syst. Man Cybern. Syst. 50 (11) (2020)
Jiahai Wang, Binzhong Cen, Shangce Gao, Zizhen Zhang, Yuren Zhou
Cooperative Evolutionary Framework With Focused Search for Many-Objective Optimization. IEEE Trans. Emerg. Top. Comput. Intell. 4 (3) (2020)
Bo Peng, Jiahai Wang, Zizhen Zhang
A Deep Reinforcement Learning Algorithm Using Dynamic Attention Model for Vehicle Routing Problems. CoRR (2020)
Jiahai Wang, Yuyan Sun, Zizhen Zhang, Shangce Gao
Solving multitrip pickup and delivery problem with time windows and manpower planning using multiobjective algorithms. IEEE CAA J. Autom. Sinica 7 (4) (2020)
Zizhen Zhang, Ghaus ur Rahman, Ravi P. Agarwal
Harmonic mean type dynamics of a delayed giving up smoking model and optimal control strategy via legislation. J. Frankl. Inst. 357 (15) (2020)
Zizhen Zhang, Hu Qin, Yanzhi Li
Multi-Objective Optimization for the Vehicle Routing Problem With Outsourcing and Profit Balancing. IEEE Trans. Intell. Transp. Syst. 21 (5) (2020)
Tongwen Wu, Zizhen Zhang, Yanzhi Li, Jiahai Wang
Collective Mobile Sequential Recommendation: A Recommender System for Multiple Taxicabs. CoRR (2019)
Tongwen Wu, Zizhen Zhang, Yanzhi Li, Jiahai Wang
Collective Mobile Sequential Recommendation: A Recommender System for Multiple Taxicabs. ICTAI (2019)
Zizhen Zhang, Fangfang Yang, Wanjun Xia
Hopf Bifurcation Analysis of a Synthetic Drug Transmission Model with Time Delays. Complex. 2019 (2019)
Peng Ding, Ziyang Chen, Hao Chen, Zizhen Zhang, Zhihong Liu, Xin Yan, Huihao Zhou, Qiong Gu, Chanjuan Li, Jun Xu
Structurally Selective Mechanism of Liver X Receptor Ligand: In Silico and In Vitro Studies. J. Chem. Inf. Model. 59 (7) (2019)
Zizhen Zhang, Yuyan Sun, Hong Xie, Yi Teng, Jiahai Wang
GMMA: GPU-based multiobjective memetic algorithms for vehicle routing problem with route balancing. Appl. Intell. 49 (1) (2019)
Hongjie Liu, MengChu Zhou, Xiwang Guo, Zizhen Zhang, Bin Ning, Tao Tang
Timetable Optimization for Regenerative Energy Utilization in Subway Systems. IEEE Trans. Intell. Transp. Syst. 20 (9) (2019)
Bo Peng, Jiahai Wang, Zizhen Zhang
A Deep Reinforcement Learning Algorithm Using Dynamic Attention Model for Vehicle Routing Problems. ISICA (2019)
Hong Wu, Jiahai Wang, Zizhen Zhang
MODRL/D-AM: Multiobjective Deep Reinforcement Learning Algorithm Using Decomposition and Attention Model for Multiobjective Optimization. ISICA (2019)
Jian Ding, Zizhen Zhang, Xuemin Chen
A Delayed Predator-prey Model for Worm Propagation in Computer Systems. ICNSC (2019)
Hong Liu, Zizhen Zhang, Xiwang Guo
Restricted Neighborhood Search for Large Scale Vehicle Routing Problems. ICNSC (2019)
Zizhen Zhang, Ranjit Kumar Upadhyay, Rashmi Agrawal, Jyotiska Datta
The Gestation Delay: A Factor Causing Complex Dynamics in Gause-Type Competition Models. Complex. 2018 (2018)
Can Liu, Zizhen Zhang, Xinxin Su, Hu Qin
A hybrid algorithm for the vehicle routing problem with compatibility constraints. ICNSC (2018)
Zizhen Zhang, MengChu Zhou, Songshan Guo
Multiobjective Optimization Approaches to Airline Crew Rostering Problems: A Case Study. CASE (2018)
Youchi Zhang, Zizhen Zhang, Shaohua Teng
Adaptive Ant Colony Optimization for Solving the Parking Lot Assignment Problem. ICNC-FSKD (2018)
Zizhen Zhang, Ming Liu, Chung-Yee Lee, Jiahai Wang
The Quay Crane Scheduling Problem With Stability Constraints. IEEE Trans Autom. Sci. Eng. 15 (3) (2018)
Zhongkai Cai, Zizhen Zhang, Huang He
Solving the last mile delivery problem using iterated local search approach. ICNSC (2018)
Qidong Lai, Zizhen Zhang, Xin Jin, Hu Qin
Forest-based Tabu Search to the Split-delivery Capacitated Arc-routing Problem. CASE (2018)
Zizhen Zhang, Yougang Wang, Massimiliano Ferrara
Stability and Hopf Bifurcation for a Delayed Computer Virus Model with Antidote in Vulnerable System. J. Control. Sci. Eng. 2017 (2017)
Yuyan Sun, Yuxuan Liang, Zizhen Zhang, Jiahai Wang
M-NSGA-II: A Memetic Algorithm for Vehicle Routing Problem with Route Balancing. IEA/AIE (1) (2017)
Ning Wang, Bo Jin, Zizhen Zhang, Andrew Lim
A feasibility-based heuristic for the container pre-marshalling problem. Eur. J. Oper. Res. 256 (1) (2017)
Zizhen Zhang, Chung-Yee Lee
Multiobjective Approaches for the Ship Stowage Planning Problem Considering Ship Stability and Container Rehandles. IEEE Trans. Syst. Man Cybern. Syst. 46 (10) (2016)
Hu Qin, Zizhen Zhang, Andrew Lim, Xiaocong Liang
An enhanced branch-and-bound algorithm for the talent scheduling problem. Eur. J. Oper. Res. 250 (2) (2016)
Yalan Zhou, Jiahai Wang, Ningbo Luo, Zizhen Zhang
Multiobjective local search for community detection in networks. Soft Comput. 20 (8) (2016)
Hu Qin, Wei Ming, Zizhen Zhang, Yubin Xie, Andrew Lim
A tabu search algorithm for the multi-period inspector scheduling problem. Comput. Oper. Res. 59 (2015)
Zizhen Zhang, Huang He, Zhixing Luo, Hu Qin, Songshan Guo
An Efficient Forest-Based Tabu Search Algorithm for the Split-delivery Vehicle Routing Problem. AAAI (2015)
Zizhen Zhang, Huizhong Yang
Stability and bifurcation in a stage-structured predator-prey system with Holling-II functional response and multiple delays. Int. J. Comput. Math. 92 (3) (2015)
Zizhen Zhang, Hu Qin, Andrew Lim
A memetic algorithm for the capacitated m-ring-star problem. Appl. Intell. 40 (2) (2014)
Zizhen Zhang, Hu Qin, Xiaocong Liang, Andrew Lim
An Enhanced Branch-and-bound Algorithm for the Talent Scheduling Problem. CoRR (2014)
Hu Qin, Zizhen Zhang, Zhuxuan Qi, Andrew Lim
The freight consolidation and containerization problem. Eur. J. Oper. Res. 234 (1) (2014)
Hu Qin, Zizhen Zhang, Yubin Xie, Andrew Lim
A Tabu Search Algorithm for the Multi-period Inspector Scheduling Problem. CoRR (2014)
Yubin Xie, Zizhen Zhang, Hu Qin, Songshan Guo, Andrew Lim
The Multi-period Profit Collection Vehicle Routing Problem with Time Windows. IEA/AIE (2) (2014)
Xiaocong Liang, Zizhen Zhang, Hu Qin, Songshan Guo, Andrew Lim
A Branch-and-Bound Algorithm for the Talent Scheduling Problem. IEA/AIE (1) (2014)
Ning Wang, Zizhen Zhang, Andrew Lim
The Stowage Stack Minimization Problem with Zero Rehandle Constraint. IEA/AIE (2) (2014)
Zizhen Zhang, Oscar Che, Brenda Cheang, Andrew Lim, Hu Qin
A memetic algorithm for the multiperiod vehicle routing problem with profit. Eur. J. Oper. Res. 229 (3) (2013)
Yilin Cai, Zizhen Zhang, Songshan Guo, Hu Qin, Andrew Lim
A Tree-Based Tabu Search Algorithm for the Manpower Allocation Problem with TimeWindows and Job-Teaming Constraints. IJCAI (2013)
Zizhen Zhang, Huizhong Yang
Hopf Bifurcation Analysis for a Four-Dimensional Recurrent Neural Network with Two Delays. J. Appl. Math. 2013 (2013)
Juan Liu, Zizhen Zhang, Ming Fu
Stability and Bifurcation in a Delayed Holling-Tanner Predator-Prey System with Ratio-Dependent Functional Response. J. Appl. Math. 2012 (2012)
Zizhen Zhang, Hu Qin, Wenbin Zhu, Andrew Lim
The single vehicle routing problem with toll-by-weight scheme: A branch-and-bound approach. Eur. J. Oper. Res. 220 (2) (2012)
Zizhen Zhang, Hu Qin, Andrew Lim
A genetic algorithm for the freight consolidation problem with one-dimensional container loading. GECCO (2011)
Chan Hou Che, Zizhen Zhang, Andrew Lim
A memetic algorithm for solving multiperiod vehicle routing problem with profit. GECCO (Companion) (2011)
Zizhen Zhang, Hu Qin, Andrew Lim, Songshan Guo
Branch and Bound Algorithm for a Single Vehicle Routing Problem with Toll-by-Weight Scheme. IEA/AIE (3) (2010)