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About Me

Here is Qingyong Yang (杨清勇).

I am a Ph.D. student majoring in CS at Shandong University of Science and Technology, supervised by Prof. Jeng-Shyang Pan. My research interest includes Evolutionary Computation, Swarm Intelligence, Mobile Edge Computing, and Smart City.


Academic Background

Publictions

Journals:

  • Qingyong Yang, Shu-Chuan Chu, Jeng-Shyang Pan, Jyh-Horng Chou, Junzo Watada. “Dynamic multi-strategy integrated differential evolution algorithm based on reinforcement learning for optimization problems”, Complex & Intelligent Systems, 2023, DOI:10.1007/s40747-023-01243-9. (SCI Q2, 中科院二区, IF=5.8) [Paper] [Code]
  • Jeng-Shyang Pan, Qingyong Yang, Jyh-Horng Chou, Chia-Cheng Hu, Shu-Chuan Chu. “FPGA Implementation of QUasi-Affine TRansformation Evolutionary Algorithm”, Knowledge-Based Systems(KBS), 2023, DOI:10.1016/j.knosys.2023.110774. (SCI Q1, 中科院一区, IF=8.8) [Paper]
  • Qingyong Yang, Shu-Chuan Chu, Chia-Cheng Hu, Lingping Kong, Jeng-Shyang Pan. “A Task Offloading Method Based on User Satisfaction in C-RAN with Mobile Edge Computing”, IEEE Transactions on Mobile Computing(TMC), 2023, DOI:10.1109/TMC.2023.3275580. (CCF-A, SCI Q1, 中科院二区, IF=7.9) [Paper]
  • Yu-Chung Huang, Qingyong Yang, Yu-Chun Huang, Jeng-Shyang Pan. “Optimization of Water Distribution Network Design Using Rafflesia Optimization Algorithm Based on Opposition-based Learning”, Journal of Internet Technology(JIT), 2023, DOI:10.53106/160792642023092405006. (SCI Q4, 中科院四区, IF=1.6) [Paper]
  • Jeng-Shyang Pan, Qingyong Yang, Chin-Shiuh Shieh, Shu-Chuan Chu. “Tumbleweed optimization algorithm and its application in vehicle path planning in smart city”, Journal of Internet Technology(JIT), 2022, DOI:10.53106/160792642022092305002 . (SCI Q4, 中科院四区, IF=1.6) [Paper]
  • Qingyong Yang, Shu-Chuan Chu, Chia-Cheng Hu, Jimmy Ming-Tai Wu, Jeng-Shyang Pan. “Fish Migration Optimization with Dynamic Grouping Strategy for Solving Job-Shop Scheduling Problem”. Journal of Internet Technology(JIT), 2022, DOI:10.53106/160792642022112306010. (SCI Q4, 中科院四区, IF=1.6) [Paper]
  • Jeng-Shyang Pan, Qing-yong Yang, Shu-Chuan Chu, Kuo-Chi Chang. “Compact Sine Cosine Algorithm applied in vehicle routing problem with time window”, Telecommunication Systems, 2021, DOI:10.1007/s11235-021-00833-7. (SCI Q3, 中科院四区, IF=2.5) [Paper]
  • Qingyong Yang, Shu-Chuan Chu, Jeng-Shyang Pan, Chien-Ming Chen. “Sine cosine algorithm with multigroup and multistrategy for solving CVRP”, Mathematical Problems in Engineering, 2020, DOI:10.1155/2020/8184254. (中科院四区) [Paper]
  • Jeng-Shyang Pan, Pei-Cheng Song, Qing-Yong Yang, Lyu-Chao Liao. “FPGA Implementation of Binary Edwards Curve Point Addition”, Journal of Network Intelligence(JNI), 2021. (EI) [Paper]

Conferences:

  • Qing-yong Yang, Shu-Chuan Chu, Anhui Liang, Jeng-Shyang Pan. “Tumbleweed algorithm and its application for solving location problem of logistics distribution center”, Proceedings of the Fourteenth International Conference on Genetic and Evolutionary Computing(ICGEC), 2021. (EI) [Paper]
  • Qing-Yong Yang, Shu-Chuan Chu, Chien-Ming Chen, Jeng-Shyang Pan. “QUasi-Affine TRansformation Evolution (QUATRE) Algorithm for Job-Shop Scheduling Problem by Mixing Different Strategies”, Proceedings of VTCA 2021, 2021. (EI) [Paper]

Others:

  • Qingwei Liang, Shu-Chuan Chu, Qingyong Yang, Anhui Liang, Jeng-Shyang Pan. “Multi-group gorilla troops optimizer with multi-strategies for 3D node localization of wireless sensor networks”, Sensors, 2022, DOI:10.3390/s22114275. (SCI Q2, 中科院三区, IF=3.9) [Paper]
  • Xing Wang, Jeng-Shyang Pan, Qingyong Yang, Lingping Kong, Václav Snášel, Shu-Chuan Chu. “Modified mayfly algorithm for UAV path planning”, Drones, 2022, DOI:10.3390/drones6050134. (SCI Q2, 中科院二区, IF=4.8) [Paper]
  • Fang Fan, Shu-Chuan Chu, Jeng-Shyang Pan, Qingyong Yang, Huiqi Zhao. “Parallel sine cosine algorithm for the dynamic deployment in wireless sensor networks”, Journal of Internet Technology(JIT), 2021, DOI:10.3966/160792642021052203001. (SCI Q4, 中科院四区, IF=1.6) [Paper]
  • Minghui Zhu, Shu-Chuan Chu, Qingyong Yang, Wei Li, Jeng-Shyang Pan. “Compact sine cosine algorithm with multigroup and multistrategy for dispatching system of public transit vehicles”, Journal of Advanced Transportation, 2021, DOI:10.1155/2021/5526127. (SCI Q3, 中科院四区, IF=2.3) [Paper]

Services

Reviewer:

  • Complex & Intelligent Systems
  • IEEE Internet of Things Journal (IOTJ)

Volunteer service:

  • 2018年带队前往临沂市郯城县参加大学生暑期”三下乡”社会实践活动，对”新旧动能转化下，农村电商发展现状”进行调研。调研实践报告被评为山东科技大学社会实践活动优秀调研报告二等奖，团队也被评为社会实践活动优秀团队。

Awards

Competitions:

  • 2023, 山东科技大学研究生创新成果奖 (1/3).
  • 2021, 第十届全国海洋航行器设计与制作大赛省级二等奖 (2/3).
  • 2021, “东方国信杯”高校大数据开发大赛二等奖 (3/3).
  • 2019, 第十届蓝桥杯全国软件和信息技术专业人才大赛山东赛区Java软件开发大学B组一等奖 (1/1).
  • 2018, 全国大学生数学建模竞赛山东赛区二等奖 (1/3).
  • 2018, ““唯众杯”物联网创新应用大赛”三等奖 (1/3).
  • 2018, 中国高校计算机大赛微信小程序应用开发赛(华东赛区)三等奖 (3/3).
  • 2018, 亚太地区大学生数学建模竞赛二等奖 (1/3).
  • 2018, MathorCup高校数学建模挑战赛三等奖 (1/3).
  • 2018, 全国大学生FPGA创新设计邀请赛(作品名称：基于FPGA和深度学习的智能收银系统) (2/3).
  • 2017, 第十届”认证杯”数学中国数学建模网络挑战赛全国比赛第一阶段三等奖 (1/3).

Honor:

  • 2023, 山东科技大学优秀研究生
  • 2021, 山东科技大学优秀研究生
  • 2020, 山东科技大学优秀毕业生
  • 2020, 山东科技大学优秀学生标兵
  • 2019, 山东科技大学优秀学生标兵
  • 2018, 山东科技大学学生科技创新拔尖人才
  • 2018, 山东科技大学三好学生
  • 2018, 山东科技大学2018年大学生暑期”三下乡”社会实践活动优秀学生
  • 2018, 山东省大中专学生志愿者暑期”三下乡”社会实践活动优秀学生
  • 2017, 山东科技大学优秀学生标兵

Scholarship:

  • 2020~2023, 山东科技大学学业一等奖学金 (四次).
  • 2019, 国家励志奖学金
  • 2016~2020, 山东科技大学奖学金 (一等四次, 二等三次).