2021:
Evolutionary dynamic multi-objective optimization via learning from historical search process
Zhao Q, Yan B, Shi Y, et al. IEEE Transactions on Cybernetics, 2021, DOI: 10.1109/TCYB.2021.3059252.Generalized Test Suite for Continuous Dynamic Multi-Objective Optimization
Shao C, Zhao Q, Shi Y, et al. International Conference on Evolutionary Multi-Criterion Optimization, 2021, in press.
2020:
Limit Cycle Based Mutant Multi Objective Pigeon Inspired Optimization
Duan H, Huo M, Shi Y. IEEE Transactions on Evolutionary Computation, 2020, 24(5):948-959.Enhancing Learning Efficiency of Brain Storm Optimization via Orthogonal Learning Design
Ma L, Cheng S, Shi Y. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2020, in press.Evolutionary Computation for Solving Search-based Dataanalytics Problems
Cheng S, Ma L, Lu H, et al. Artificial Intelligence Review, 2020, in press.A Novel Many-Objective Evolutionary Algorithm based on Transfer Matrix with Kriging Model
Ma L, Wang R, Chen S, et al. Information Sciences, 2020, 509: 437-456.Adaptive Online Data-Driven Closed-Loop Parameter Control Strategy for Swarm Intelligence Algorithm
Lu H, Liu Y, Cheng S, et al. Information Sciences, 2020, 536: 25-52.Cooperative Coevolution of Real Predator Robots and Virtual Robots in the Pursuit Domain
Sun L, Lyu C, Shi Y. Applied Soft Computing, 2020, 89: 106098.Visual Fixation Prediction with Incomplete Attention Map based on Brain Storm Optimization
Yang J, Shen Y, Shi Y. Applied Soft Computing, 2020, 96: 106653.Brain Storm Optimization Algorithm for Solving Knowledge Spillover Problems
Cheng S, Zhang M, Ma L, et al. Neural Computing and Applications, 2020, in press.A Novel Multi-task Optimization Algorithm based on the Brainstorming Process
Lyu C, Shi Y, Sun L,. IEEE Access, 2020, 8: 217134–217149.A Hybrid Swarm Intelligence Algorithm for Vehicle Routing Problem With Time Windows
Shen Y, Liu M, Yang J, et al. IEEE Access, 2020, 8: 93882-93893.Continuous-Time Link Prediction via Temporal Dependent Graph Neural Network
Qu L, Zhu H, Duan Q, et al. Proceedings of The Web Conference 2020. 2020: 3026-3032.A Hybrid Brain Storm Optimization Algorithm for Dynamic Vehicle Routing Problem
Liu M, Shen Y, Shi Y. International Conference on Swarm Intelligence. Springer, Cham, 2020: 251-258.BSO-CLS: Brain Storm Optimization Algorithm with Cooperative Learning Strategy
Qu L, Duan Q, Yang J, et al. International Conference on Swarm Intelligence. Springer, Cham, 2020: 243-250.A Parallel Evolutionary Algorithm with Value Decomposition for Multi-agent Problems
Li G, Duan Q, Shi Y. International Conference on Swarm Intelligence. Springer, Cham, 2020: 616-627.Swarm Intelligence in Data Science: Applications, Opportunities and Challenges
Yang J, Qu L, Shen Y, et al. International Conference on Swarm Intelligence. Springer, Cham, 2020: 3-14.A Hybrid BSO-ACS Algorithm for Vehicle Routing Problem with Time Windows on Road Networks
Liu M, Shen Y, Zhao Q, et al. 2020 IEEE Congress on Evolutionary Computation (CEC). IEEE, 2020.Brain Storm Robotics: An Automatic Design Framework for Multi-Robot Systems
Yang J, Shen Y, Shi Y. 2020 IEEE Congress on Evolutionary Computation (CEC). IEEE, 2020.BSO-AL: Brain Storm Optimization Algorithm with Adaptive Learning Strategy
Shen Y, Yang J, Cheng S, et al. 2020 IEEE Congress on Evolutionary Computation (CEC). IEEE, 2020.BSOGCN: Brain Storm Optimization Graph Convolutional Networks based Heterogeneous Information Networks Embedding
Qu L, Zhu H, Shi Y. 2020 IEEE Congress on Evolutionary Computation (CEC). IEEE, 2020.Handbook of Research on Advancements of Swarm Intelligence Algorithms for Solving Real World Problems
Cheng S, Shi Y, Eds. IGI Global, 2020.
2019:
A Novel Local Community Detection Method Using Evolutionary Computation
Lyu C, Sun L, Shi Y. IEEE Transactions on Cybernetics, 2019, in press.Predator-Prey Pigeon-Inspired Optimization for UAV ALS Longitudinal Parameters Tuning
Duan H, Huo M, Yang Z, et al. IEEE Transactions on Aerospace and Electronic Systems, 2019, 55(5): 2347-2358.Feature Selection based on Brain Storm Optimization for Data Classification
Pourpanah F, Shi Y, Lim C P, et al. Applied Soft Computing, 2019, 80: 761-775.Multi-Center Variable-Scale Search Algorithm for Combinatorial Optimization Problems with the Multimodal Property
Lu H, Zhou R, Cheng S, et al. Applied Soft Computing, 2019, 84: 105726.Cost-Sensitive Feature Selection using Two-Archive Multi-Objective Artificial Bee Colony Algorithm
Zhang Y, Cheng S, Shi Y, et al. Expert Systems with Applications, 2019, 137: 46-58.Generalized Pigeon-Inspired Optimization Algorithms
Cheng S, Lei X, Lu H, et al. Science China Information Sciences., 2019, 62(7): 70211:1-70211:3.Hierarchical Decomposition based Cooperative Coevolution for Large-Scale Black-Box Optimization
Duan Q, Qu L, Shao C, et al. 2019 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, 2019: 2690-2697.When Cooperative Co-Evolution Meets Coordinate Descent: Theoretically Deeper Understandings and Practically Better Implementations
Duan Q, Shao C, Qu L, et al. 2019 IEEE Congress on Evolutionary Computation (CEC). IEEE, 2019: 721-730.An Unknown Environment Exploration Strategy for Swarm Robotics based on Brain Storm Optimization Algorithm
Li G, Zhang D, Shi Y. 2019 IEEE Congress on Evolutionary Computation (CEC). IEEE, 2019: 1044-1051.Cooperative Optimization Algorithm for the 100-Digit Challenge
Zhang G, Shi Y, Huang J S. 2019 IEEE Congress on Evolutionary Computation (CEC). IEEE, 2019: 376-380.Gradient-free Algorithms for Graph Embedding
Qu L, Shi Y. 2019 IEEE Congress on Evolutionary Computation (CEC). IEEE, 2019: 2746-2752.An Adaptive Online Parameter Control Algorithm for Particle Swarm Optimization Based on Reinforcement Learning
Liu Y, Lu H, Cheng S, et al. 2019 IEEE Congress on Evolutionary Computation (CEC). IEEE, 2019: 815-822.Dynamic Multimodal Optimization: A Preliminary Study
Cheng S, Lu H, Guo Y, et al. 2019 IEEE Congress on Evolutionary Computation (CEC). IEEE, 2019: 279-285.mBSO: A Multi-Population Brain Storm Optimization for Multimodal Dynamic Optimization Problems
Pourpanah F, Wang R, Wang X, et al. 2019 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, 2019: 673-679.Brain Storm Optimization Algorithms: More Questions than Answers
Cheng S, Lu H, Lei X, et al, Eds. Brain Storm Optimization Algorithms. Springer, Cham, 2019: 3-32.Brain Storm Optimization Algorithms: Concepts, Principles and Applications
Cheng S, Shi Y, Eds. Springer, 2019.
2018:
Spark Clustering Computing Platform based Parallel Particle Swarm Optimizers for Computationally Expensive Global Optimization
Duan Q, Sun L, Shi Y. International Conference on Parallel Problem Solving from Nature. Springer, Cham, 2018: 424-435.