基本信息:
张艺瀛,男,博士,讲师,现就职于江苏大学电气信息工程学院,主要从事群智能优化算法、物联网能耗管理以及无人机路径规划相关的研究工作
教育经历:
燕山大学,电子信息工程,工学学士学位(2014年)
哈尔滨工业大学,信息与通信工程,工学硕士学位(2016年)
天津大学,信息与通信工程,工学博士学位(2021年)
海外经历:
新加坡南洋理工大学,电气与电子工程,联合培养博士生(2019.12-2020.11)
香港理工大学,工业与系统工程,博士后研究员(2022.08-2024.08)
研究方向:
1.群智能优化算法
2.物联网能耗管理
3.无人机路径规划
主持项目:
1.江苏省自然科学基金(青年项目) 2022年
2.江苏省双创计划-世界名校类项目 2022年
奖励荣誉:
天津大学优秀博士学位论文,2021年
学术兼职:
担任本领域内多个主流期刊的审稿人,如Applied Soft Computing, Expert Systems with Applications, Control Engineering Practice, IEEE Transactions on Industrial Electronic, IEEE Transactions on Vehicular Technology,IEEE Transactions on Transportation Electrification等
部分论文:
[1] Zhang Y. An improved generalized normal distribution optimization and its applications in numerical problems and engineering design problems [J]. Artificial Intelligence Review, 2022. (中科院1区,IF=8.946)
[2] Zhang Y. Neural network algorithm with reinforcement learning for parameters extraction of photovoltaic models [J]. IEEE Transactions on Neural Networks and Learning Systems, 2021.(中科院1区,IF=14.255)
[3] Zhang Y. Backtracking search algorithm with specular reflection learning for global optimization [J]. Knowledge-Based Systems, 2021.(中科院1区,IF=8.139)
[4] Zhang Y, Chi A, Mirjalili S. Enhanced Jaya algorithm: A simple but efficient optimization method for constrained engineering design problems [J]. Knowledge-Based Systems, 2021. (中科院1区,IF=8.139)
[5] Zhang Y. Chaotic neural network algorithm with competitive learning for global optimization [J]. Knowledge-Based Systems, 2021. (中科院1区,IF=8.139)
[6] Zhang Y. Group teaching optimization algorithm with information sharing for numerical optimization and engineering optimization [J]. Journal of Intelligent Manufacturing, 2021. (中科院1区,IF=7.136)
[7] Zhang Y, Jin Z. Group teaching optimization algorithm: A novel metaheuristic method for solving global optimization problems [J]. Expert Systems with Applications, 2020. (中科院1区,IF=8.665,高被引论文)
[8] Zhang Y, Jin Z, Chen Y. Hybrid teaching–learning-based optimization and neural network algorithm for engineering design optimization problems [J]. Knowledge-Based Systems, 2020. (中科院1区,IF=8.139)
[9] Zhang Y, Jin Z, Mirjalili S. Generalized normal distribution optimization and its applications in parameter extraction of photovoltaic models [J]. Energy Conversion and Management, 2020. (中科院1区,IF=11.533)
[10] Zhang Y, Jin Z, Zhao X, et al. Backtracking search algorithm with Lévy flight for estimating parameters of photovoltaic models [J]. Energy Conversion and Management, 2020.(中科院1区,IF=11.533)