Concepedia

Songbai Liu

SL

24

Publications

1.4K

Citations

21

H-Index

2009

Active since

Affiliations

Shenzhen University(Current)

City University of Hong Kong

Hong Kong Polytechnic University

Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional

Chongqing University

Songbai Liu is an author at Shenzhen University specializing in engineering, artificial intelligence, and operations research.

Top concepts

EngineeringComputer ScienceOperations ResearchArtificial IntelligenceEvolutionary AlgorithmsMachine LearningSystems EngineeringData ScienceComputer EngineeringIntelligent Systems

Publications per year

2009–2025

24

Publications

24

Particle Swarm Optimization With a Balanceable Fitness Estimation for Many-Objective Optimization Problems

Qiuzhen Lin, Songbai Liu, Qingling Zhu et al. · IEEE Transactions on Evolutionary Computation · 2016 · 295 citations

Engineering, Fitness, Evolutionary Algorithms +16

A Clustering-Based Evolutionary Algorithm for Many-Objective Optimization Problems

Qiuzhen Lin, Songbai Liu, Ka‐Chun Wong et al. · IEEE Transactions on Evolutionary Computation · 2018 · 122 citations

Learning to Accelerate Evolutionary Search for Large-Scale Multiobjective Optimization

Songbai Liu, Jun Li, Qiuzhen Lin et al. · IEEE Transactions on Evolutionary Computation · 2022 · 108 citations

Artificial Intelligence, Model Optimization, Accelerate Evolutionary Search +15

A Survey on Learnable Evolutionary Algorithms for Scalable Multiobjective Optimization

Songbai Liu, Qiuzhen Lin, Jianqiang Li et al. · IEEE Transactions on Evolutionary Computation · 2023 · 102 citations

A Variable Importance-Based Differential Evolution for Large-Scale Multiobjective Optimization

Songbai Liu, Qiuzhen Lin, Ye Tian et al. · IEEE Transactions on Cybernetics · 2021 · 71 citations

Artificial Intelligence, Differential Evolution, Evolutionary Process +13

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