I recruit 3-4 master’s students per year in Computer Science and Technology (academic track) and Computer Technology (professional track). Outstanding undergraduates are also welcome. If you are interested in intelligent optimization and computational intelligence — with a solid foundation in computer science, artificial intelligence, mathematics, or bioinformatics — feel free to contact me by email.
我每年计划招收3-4 名硕士研究生，专业涵盖计算机科学与技术（学术型）、计算机技术（专业型），同时欢迎优秀本科生加入课题组。如果你对智能优化与智能计算感兴趣，且具备扎实的计算机、人工智能、数学或生物信息学基础，欢迎邮件联系。
How to Join如何加入
Explore the Group了解课题组
Browse this site to learn about our research directions and achievements.浏览本站了解课题组的研究方向与成果。
Contact by Email邮件联系
Send your CV and research interests to tsingke@sdnu.edu.cn.将个人简历与研究兴趣发送至 tsingke@sdnu.edu.cn。
Interview & Admission复试录取
Take part in the entrance interview for graduate admission.参加硕士研究生入学复试。
Join the Team加入团队
Begin your research journey in intelligent optimization.开启智能优化方向的科研之旅。
Our Philosophy
Tailor & Practice因材施教 · 知行合一
Tailoring teaching to each student and unifying knowledge with practice — deep integration of theory and application.根据学生特点因材施教，注重知行合一——理论与实践深度融合。
Inquiry & Innovation格物致知 · 守正创新
Self-cultivation through inquiry and innovation — solid fundamentals with the courage to explore the frontier.通过探究与创新自我修炼——夯实基础，勇于探索前沿。
Research Directions
Swarm Intelligence群体智能
Metaheuristic algorithms inspired by collective behavior in nature.受自然界集体行为启发的元启发式算法。
Evolutionary Computation演化计算
Evolution-based global optimization paradigms and new evolutionary frameworks.基于演化的全局优化范式与新演化框架。
Learning-assisted Optimization学习型智能优化
Deep and reinforcement learning embedded into metaheuristic search.将深度与强化学习嵌入元启发式搜索。
Large-scale Optimization大规模优化
Algorithms for high-dimensional, large-scale global optimization problems.面向高维、大规模全局优化问题的算法。
GPU/CUDA Parallel ComputingGPU 并行计算
GPU-accelerated intelligent computing for efficient complex optimization.面向高效复杂优化的 GPU 加速智能计算。
Bioinformatics Optimization生物信息优化
Biological sequence analysis and bioinformatics-driven optimization.生物序列分析与生物信息驱动的优化。
What You Will Gain
National Graduate Scholarship硕士研究生国家奖学金
Multiple supervised master's students have been honored with the National Graduate Scholarship.指导的多名硕士研究生荣获国家奖学金、优秀毕业生等荣誉。
Excellent Master's Thesis优秀硕士学位论文
Students have received Excellent Master's Thesis and Outstanding Graduate awards at Shandong Normal University.学生在山东师范大学获评优秀硕士学位论文、优秀毕业生等荣誉。
High-Impact Publications高水平论文发表
Graduate students have published dozens of papers in CAS JCR Q1/Q2 journals under supervision.研究生在导师指导下于中科院 JCR 一区/二区期刊发表论文数十篇。
Doctoral Pathways继续深造与发展
Many graduates have continued to pursue Ph.D. degrees at 985/211 universities or joined research institutes and enterprises.多名毕业生赴 985/211 高校攻读博士，或任职科研机构与企事业单位。
Undergraduate Innovation Programs大学生创新项目
Supervised 3 national-level and 3 provincial-level College Students Innovation and Entrepreneurship projects.指导大创国家级项目 3 项、省级项目 3 项。
Challenger Cup Gold Award挑战杯金奖
Gold award (university level) in the 13th Challenger Cup College Students Entrepreneurship Competition.第十三届挑战杯大学生创业计划竞赛校级金奖。
Resources & Mentoring
PlatECO PlatformPlatECO 平台
Open-source intelligent-optimization platform for algorithm development, benchmarking, and visualization.智能优化开源平台，支持算法开发、批量评测与可视化。
GPU / CUDA ComputingGPU/CUDA 计算
GPU-accelerated parallel computing resources for large-scale and high-dimensional optimization.面向大规模、高维优化的 GPU 加速并行计算资源。
Weekly Seminars & Writing组会与论文写作
Regular group meetings, literature review, paper-writing and presentation coaching.定期组会、文献阅读、论文写作与汇报指导。
Interdisciplinary Applications跨学科应用
UAV path planning, gene sequence analysis, intelligent diagnosis, advanced manufacturing, and energy-system optimization.无人机路径规划、基因序列分析、智能诊断、先进制造与能源系统优化。