Ran Cheng

Best Publications

• PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum]

  Ye Tian;Ran Cheng;Xingyi Zhang;Yaochu Jin

  2474
  Citations

• A Reference Vector Guided Evolutionary Algorithm for Many-Objective Optimization

  Ran Cheng;Yaochu Jin;Markus Olhofer;Bernhard Sendhoff

  1671
  Citations

• A Competitive Swarm Optimizer for Large Scale Optimization

  Ran Cheng;Yaochu Jin

  1068
  Citations

• A social learning particle swarm optimization algorithm for scalable optimization

  Ran Cheng;Yaochu Jin

  794
  Citations

• An Indicator-Based Multiobjective Evolutionary Algorithm With Reference Point Adaptation for Better Versatility

  Ye Tian;Ran Cheng;Xingyi Zhang;Fan Cheng

  664
  Citations

• A Decision Variable Clustering-Based Evolutionary Algorithm for Large-Scale Many-Objective Optimization

  Xingyi Zhang;Ye Tian;Ran Cheng;Yaochu Jin

  625
  Citations

• An Efficient Approach to Nondominated Sorting for Evolutionary Multiobjective Optimization

  Xingyi Zhang;Ye Tian;Ran Cheng;Yaochu Jin

  588
  Citations

• A benchmark test suite for evolutionary many-objective optimization

  Ran Cheng;Miqing Li;Ye Tian;Xingyi Zhang

  459
  Citations

• Surrogate-Assisted Cooperative Swarm Optimization of High-Dimensional Expensive Problems

  Chaoli Sun;Yaochu Jin;Ran Cheng;Jinliang Ding

  414
  Citations

• A Competitive Mechanism Based Multi-objective Particle Swarm Optimizer with Fast Convergence

  Xingyi Zhang;Xiutao Zheng;Ran Cheng;Jianfeng Qiu

  414
  Citations

• Test Problems for Large-Scale Multiobjective and Many-Objective Optimization

  Ran Cheng;Yaochu Jin;Markus Olhofer;Bernhard sendhoff

  392
  Citations

• A Multiobjective Evolutionary Algorithm Using Gaussian Process-Based Inverse Modeling

  Ran Cheng;Yaochu Jin;Kaname Narukawa;Bernhard Sendhoff

  387
  Citations

• Feature Selection for High Dimensional Classification using A Competitive Swarm Optimizer

  Shenkai Gu;Ran Cheng;Yaochu Jin;Yaochu Jin

  373
  Citations

• A Strengthened Dominance Relation Considering Convergence and Diversity for Evolutionary Many-Objective Optimization

  Ye Tian;Ran Cheng;Xingyi Zhang;Yansen Su

  349
  Citations

• Evolutionary Large-Scale Multi-Objective Optimization: A Survey

  Ye Tian;Langchun Si;Xingyi Zhang;Ran Cheng

  347
  Citations

• PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization

  Ye Tian;Ran Cheng;Xingyi Zhang;Yaochu Jin

  326
  Citations

• Accelerating Large-Scale Multiobjective Optimization via Problem Reformulation

  Cheng He;Lianghao Li;Ye Tian;Xingyi Zhang

  313
  Citations

• Adaptive Offspring Generation for Evolutionary Large-Scale Multiobjective Optimization

  Unknown

  258
  Citations

• (AF)²-S3Net: Attentive Feature Fusion with Adaptive Feature Selection for Sparse Semantic Segmentation Network

  Unknown

  234
  Citations

• FaPN: Feature-aligned Pyramid Network for Dense Image Prediction

  Unknown

  217
  Citations