Computational Intelligence Laboratory of Peking University was founded in 2007. Now there are five faculty members in our lab, including one academician of Chinese Academy of Engineering, two professors, one guest professor and one research fellow.

    We are focusing on the research work related with Computational Intelligence, including Swarm Intelligence, Fireworks Algorithm, Neural Networks Information Processing, Intelligent Info Processing, Data Mining and Knowledge Discovery and DNA Biological Computation as well as their application in Computer Information Security. We are doing some work with Intelligent Information Processing, Artificial Immune System for Information Security, Evolutionary Computation, Blind Source Separation Neural Network, Machine Learning Method, etc.


  • Welcome to our newFWA Forum with new open sourced code on github.

  • Welcome active researchers with a PhD degree to join us as postdoctoral fellows ( Bo Ya Postdoctoral Fellowship (博雅博士后), 2020.) to do some innovative and amazing works under the guidance of Prof. Ying Tan. Interested people should send your CV and statements to ytan(AT)pku.edu.cn! Read more

  • Welcome active youth researchers and teachers at universities and institutes to join us as visiting scholars and training teachers to do some innovative works and projects under the big umbrella of Computational Intelligence! Interested people should send your CV and statement to Prof. Y. Tan at ytan(AT)pku.edu.cn.

  • Generative Adversarial Optimization (GAO), an inovative new optimization algorithm pdf . The code  of GAO is available now! Click here to download it. 

What's New in 2020

  • Congratulation to Prof. Ying Tan for his paper "Improving Metaheuristic Algorithms With Information Feedback Models" being named as one of the one hundred most influential international academic paper published in 2019! [Link] [Pdf]
  • Congratulation to Prof. Ying Tan for receiving "Outstanding Contribution Award of Science and Technology Award(科学技术奖的卓越贡献奖)" from "China Society for the Promotion of Science and Technology Commercialization(中国科技产业化促进会)"![Certificate1][Certificate2]
  • We have open sourced our newest framework for FWA development, check out our github repo for more information! [Github]
  • Congratulation for the successful completion of "2020 Peking University Online Graduate Academic Conference on Frontier of Swarm Robotics Research" held during November 7th and 8th. [LINK1] [LINK2]
  • Congratulation to Prof. Ying Tan for his insightful article entitled "提升前沿科技领域治理能力需要把握好七个重点” published in Governance (国家治理周刊). [LINK]
  • Congratulation to Quanbin Wang, Prof. Ying Tan, for their paper entitled "Chinese grammatical error correction method based on data augmentation and copy mechanism"(基于数据增广和复制的中文语法错误纠正方法) being accepted by 智能系统学报[LINK]
  • Congratulation to Prof. Ying Tan , for receiving "Second Prize of Outstanding achievement award of scientific research in Institutions of Higher Learning (教育部自然科学二等奖)". [Certificate1] [Certificate2]
  • Congratulation to Prof. Ying Tan, for his new book entitled “Handbook of Research on Fireworks Algorithms and Swarm Intelligence” has been published by IGI Global,ISBN13: 9781799816591,DOI: 10.4018/978-1-7998-1659-1. [LINK]
  • Congratulation to Xiangyu Liu, Prof. Ying Tan, for their paper entitled "Attentive Relational State Representation in Decentralized Multi-Agent Reinforcement Learning" being accepted by IEEE Transactions on Cybernetics (IF=10.387). [LINK]


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Tel: 86-10-62756374 PostCode: 100871
Address: School of Electronics Engineering and Computer Science, Peking University