PlatECO
An open-source platform for intelligent-optimization visualization and analysis — algorithm implementations, batch benchmarking, statistical comparison, and visualization.智能优化可视化与分析的开源平台——算法实现、批量评测、统计比较与可视化。
The CILab — Computational Intelligence Lab focuses on the frontiers of intelligent optimization and computational intelligence, including swarm intelligence, evolutionary computation, learning-assisted optimization, and GPU-parallel intelligent computing. We adhere to the philosophy of Tailoring teaching to each student · Unifying knowledge with practice.
山东师范大学计算机与人工智能学院 CILab（计算智能实验室） 聚焦智能优化与智能计算前沿，涵盖群体智能、演化计算、学习型智能优化与 GPU 并行智能计算。实验室坚持 Tailoring teaching to each student · Unifying knowledge with practice 的培养理念，注重理论与实践深度融合。
Team Members团队成员
Current Graduate Students在读研究生 在读
付
付开通
董
董星辰
王
王晓琳
周
周光辉
吕
吕凌宇
王
王娜
张
张胜男
Alumni已毕业研究生 已毕业
高
高昊
卜
卜降龙
李
李娜
刘
刘晓玉
滕
滕家艺
郗
郗红彤
张
张慧霞
张
张华伟
陈
陈文良
李
李聪琳
庞
庞树钊
尹
尹鑫
Undergraduate Students本科生培养
王新杰
基于智能优化的算法研究
邱璇
基于教与学的智能优化算法及应用研究
杜芊芊
生物地理学优化方法及其应用研究
肖威
蓝桥杯软件大赛省级奖
李天奇
数学建模竞赛省级奖
周田羽
大学生创新训练项目
Research Directions研究方向
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。
Research Network研究网络
Our research spans intelligent optimization, evolutionary computation, and parallel intelligent computing, connecting theory with real-world engineering applications such as UAV path planning, bioinformatics, intelligent diagnosis, advanced manufacturing, and energy-system optimization.我们的研究覆盖智能优化、演化计算与并行智能计算，连接理论与实际工程应用——如无人机路径规划、生物信息、智能诊断、先进制造与能源系统优化。
Open-Source Platform开源平台
Research Projects科研项目
National Natural Science Foundation of China (NSFC) Young Scientists Fund国家自然科学基金青年基金项目
Large-scale global optimization for biological multiple sequence alignment. PI. Completed.面向生物多序列比对的大规模全局优化。主持，已结题。
Postdoctoral Research Project, Shandong Normal University博士后科研项目（山东师范大学）
Optimization theory and methods for high-dimensional complex problems. PI. Completed.高维复杂问题优化理论与方法。主持，已结题。
MOE Industry-University Cooperation and Collaborative Education Project教育部产学合作协同育人项目
Construction and reform of the Mobile Computing course. PI. Completed.新工科背景下《移动计算》课程建设与改革。主持，已结题。
University-level Young Faculty Research Project, Shandong Normal University校级青年教师科研项目（山东师范大学）
Convergence-divergence cooperative particle swarm optimization. PI. Completed.聚散协同粒子群优化。主持，已结题。
Granted Patents授权专利
Parameter-Adaptive Growth Optimizer参数自适应生长优化器
Core patent covering an adaptive global-optimization method.覆盖自适应全局优化方法的核心专利。
Biological Multiple Sequence Alignment生物多序列比对
Patent on large-scale global optimization for sequence alignment.面向序列比对的大规模全局优化专利。
Multi-level Threshold Image Segmentation多级阈值图像分割
Patent on image segmentation via intelligent optimization.基于智能优化的图像分割专利。
Gene Sequence Alignment基因序列比对
Patent on gene sequence analysis and alignment.基因序列分析与比对专利。
Related Intelligent Optimization Methods相关智能优化方法
Additional granted patents on intelligent optimization and applications.智能优化与应用相关授权专利。
Location实验室地址
Office
Room 402/404, Wencong Building, Changqinghu Campus, Shandong Normal University
School Address
School of Computer Science and Artificial Intelligence, Shandong Normal University, No.1 University Road, Changqing District, Jinan, Shandong 250358, China