浙江工业大学/杭州师范大学智能优化计算团队

主要研究方向

智能优化算法	演化深度学习	灾难救援计算	无人机搜救

新闻

Feb 20, 2023

团队论文 Real-time neural network scheduling of emergency medical mask production during COVID-19 获2022 Applied Soft Computing期刊最佳论文奖 (web link)

Dec 30, 2022

本团队关于演化集群生成对抗式学习方法在高铁乘客风险分析中的研究 Evolutionary ensemble generative adversarial learning for identifying terrorists among high-speed rail passengers (全文链接) 发表于Expert Systems with Applications (影响因子8.665)

Nov 05, 2022

陈鑫同学为第一作者的疫情中口罩派送机器学习+智能优化方法的研究论文 Integration of machine learning prediction and heuristic optimization for mask delivery in COVID-19 (全文链接) 发表于Swarm and Evolutionary Computation (影响因子10.267)

Oct 10, 2022

郑宇军教授入选2022全球前2%顶尖科学家“生涯影响力”和“年度影响力”双榜单 (链接资源)

疫情防控

本团队与杭师大医学院、省疾控中心、省中医院等单位积极合作开展针对新冠肺炎疫情的智能计算研究，为疫情防控提供决策支持和专业服务。郑宇军教授担任浙江省应急管理专家组成员，积极促进成果在疫情防控工作中的应用。部分研究成果介绍

Mar 29, 2022

本团队关于新冠疫情防控物资需求预测的研究 Predicting demands of COVID-19 prevention and control materials via co-evolutionary transfer learning (全文链接) 发表于IEEE Transactions on Cybernetics (影响因子11.448)

Mar 22, 2022

本团队关于新冠疫苗分发调度的研究 Evolutionary optimization of COVID-19 vaccine distribution with evolutionary demands (全文链接) 发表于IEEE Transactions on Evolutionary Computation (影响因子11.554)

Jun 10, 2021

本团队关于灾难救援物资需求预测迁移学习的研究 Co-evolutionary fuzzy deep transfer learning for disaster relief demand forecasting (全文链接) 发表于IEEE Transactions on Emerging Topics in Computing (影响因子7.691)

Jun 09, 2021

本团队关于无人机搜救规划算法的研究 UAV search-and-rescue planning using an adaptive memetic algorithm (全文链接) 发表于Frontiers of Information Technology & Electronic Engineering (中国工程院院刊,影响因子2.161)

Jun 05, 2021

卢雪琴同学为第一作者的银行客服人员调度优化（水波优化）研究论文Adapted water wave optimization for integrated bank customer service representative scheduling (全文链接) 发表于International Journal of Production Research (影响因子8.568)

Jun 04, 2021

吴佳宇同学关于外卖员订单选择与派送优化（水波优化）研究论文A water wave optimization algorithm for order selection and delivery path optimization for takeaway 发表于International Conference on Information Science and Technology (ICIST) (会议论文链接) 并被推荐扩展后发表于Complex & Intelligent Systems (影响因子4.927) (期刊论文链接)

Mar 31, 2021

本团队在《运筹学学报》上发表的新冠肺炎疫情条件下的企业复工复产优化规划方法被人大全文复印转载

Jun 22, 2020

本团队关于新冠肺炎的传统中医药多样化预防干预方法研究 Intelligent optimization of diversified community prevention of COVID-19 using Traditional Chinese Medicine (全文链接) 发表在IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE

Jun 22, 2020

本团队关于人机协同电网维修调度的研究论文 Evolutionary human-UAV cooperation for transmission network restoration (全文链接) 被IEEE Transactions on Industrial Informatics录用（预发表）

Mar 06, 2020

本团队关于深度迁移学习的研究论文 Tridirectional transfer learning for predicting gastric cancer morbidity (全文链接) 被IEEE Transactions on Neural Networks and Learning Systems录用（预发表）

Aug 07, 2019

周霄晗同学为第一作者的神经网络进化优化（水波优化）研究论文Shallow and deep neural network training by water wave optimization (全文链接) 发表于Swarm and Evolutionary Computation (影响因子6.330)

July 06, 2019

本团队关于水波优化（Water Wave Optimization, WWO）算法的最新研究进展 Water wave optimization for combinatorial optimization: Design strategies and applications (全文链接) 发表于Applied Soft Computing

June 26, 2019

郑宇军教授关于人机协同搜索优化的研究论文Evolutionary Collaborative Human-UAV Search for Escaped Criminals (全文链接) 发表于进化计算顶级期刊IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

June 04, 2019

杜怡辰同学为第一作者的无人机搜索优化研究论文Evolutionary Planning of Multi-UAV Search for Missing Tourists (全文链接) 发表于IEEE Access (影响因子4.098)

November 4-7,2018

郑宇军教授主持的研究成果Collaborative Human-UAV Search & Rescue for Missing Tourists in Nature Reserves 获得瓦格纳运筹学杰出实践奖（Daniel H. Wagner Prize for Excellence in Operations Research Practice）提名奖

November 2-4,2018