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LI Juan

  • Name
    LI Juan
  • Title
    Postdoc
  • Address
    Room 505, State Key Laboratory of Explosion Science and Technology, School of Mechatronical Engineering, Beijing Institute of Technology, Beijing, China
  • Tel
  • Email
    juanli@bit.edu.cn

Research Interests

Swarm Intelligence
Multi-objective Optimization
Uncertain Optimization
Distributed Task Assignment

Academic Achievements

Journal Paper:
1. Jie Chen, Juan Li, and Bin Xin*. DMOEA-εC: Decomposition-Based Multi-objective Evolutionary Algorithm With the ε-Constraint Framework [J]. IEEE Transactions on Evolutionary Computation, 2017, 21(5): 714–730. (SCI, IF=8.124)
2. Juan Li, Bin Xin*, Jie Chen, and Panos M. Pardalos. Noise-Tolerant Techniques for Decomposition-Based Multi-objective Evolutionary Algorithms[J]. IEEE Transactions on Cybernetics, 2020, 50(2): 2274-2287. (SCI, IF=10.387)
3. Juan Li, Panos M. Pardalos, Bin Xin*, and Jie Chen. The Bi-objective Critical Node Detection Problem with Minimum Pairwise Connectivity and Cost: Theory and Algorithms[J]. Soft Computing, 2019, Volume 23, Issue 23, pp 12729–12744. (SCI, IF=2.784)
4. Juan Li, Bin Xin*, Panos M. Pardalos, and Jie Chen. Solving Bi-objective Uncertain Stochastic Resource Allocation Problems by the CVaR-based Risk Measure and Decomposition-based Multi-objective Evolutionary Algorithms[J], Annals of Operations Research, 2019, early access. (SCI, IF=2.284)
5. Juan Li*, Jie Li, Panos M. Pardalos, and Chengwei Yang. DMaOEA-εC: Decomposition-Based Many-objective Evolutionary Algorithm with the ε-Constraint Framework[J], Information Sciences, 2020, accepted. (SCI, IF=5.524)

Conference Paper:
1. Juan Li, Jie Chen, Bin Xin*, Lihua Dou. Solving Multi-objective Multi-stage Weapon Target Assignment Problem via Adaptive NSGA-II and Adaptive MOEA/D: A Comparison Study [C]. Proceedings of the IEEE Congress on Evolutionary Computation (CEC), 2015: 3132-3139. (EI)
2. Juan Li, Jie Chen, Bin Xin*. Efficiently Solving Multi-objective Dynamic Weapon Target Assignment Problems by NSGA-II [C]. Proceedings of the Chinese Control Conference (CCC), 2015: 2556-2561. (EI)
3. Juan Li, Jie Chen, Bin Xin*, Lihua Dou, Zhihong Peng. Solving the Uncertain Multi-objective Multi-stage Weapon Target Assignment Problem via MOEA/D-AWA [C]. Proceedings of the World Congress on Computational Intelligence (WCCI), 2016: 4934-4941. (EI)