Handing Wang

Best Publications

• Data-Driven Evolutionary Optimization: An Overview and Case Studies

  Yaochu Jin;Handing Wang;Tinkle Chugh;Dan Guo

  612
  Citations

• Introduction to Machine Learning

  Yaochu Jin;Handing Wang;Chaoli Sun

  575
  Citations

• Two_Arch2: An Improved Two-Archive Algorithm for Many-Objective Optimization

  Handing Wang;Licheng Jiao;Xin Yao

  555
  Citations

• A Classification-Based Surrogate-Assisted Evolutionary Algorithm for Expensive Many-Objective Optimization

  Linqiang Pan;Cheng He;Ye Tian;Handing Wang

  423
  Citations

• Committee-Based Active Learning for Surrogate-Assisted Particle Swarm Optimization of Expensive Problems

  Handing Wang;Yaochu Jin;John Doherty

  391
  Citations

• Diversity Assessment in Many-Objective Optimization

  Handing Wang;Yaochu Jin;Xin Yao

  268
  Citations

• Surrogate-Assisted Evolutionary Deep Learning Using an End-to-End Random Forest-Based Performance Predictor

  Yanan Sun;Handing Wang;Bing Xue;Yaochu Jin

  267
  Citations

• Data-Driven Surrogate-Assisted Multiobjective Evolutionary Optimization of a Trauma System

  Handing Wang;Yaochu Jin;Jan O. Jansen

  242
  Citations

• A Kriging-Assisted Two-Archive Evolutionary Algorithm for Expensive Many-Objective Optimization

  Zhenshou Song;Handing Wang;Cheng He;Yaochu Jin

  236
  Citations

• Offline Data-Driven Evolutionary Optimization Using Selective Surrogate Ensembles

  Handing Wang;Yaochu Jin;Chaoli Sun;John Doherty

  229
  Citations

• A Random Forest-Assisted Evolutionary Algorithm for Data-Driven Constrained Multiobjective Combinatorial Optimization of Trauma Systems

  Handing Wang;Yaochu Jin

  190
  Citations

• A mini-review on preference modeling and articulation in multi-objective optimization: current status and challenges

  Handing Wang;Markus Olhofer;Yaochu Jin

  151
  Citations

• Corner Sort for Pareto-Based Many-Objective Optimization

  Handing Wang;Xin Yao

  145
  Citations

• Effectiveness and efficiency of non-dominated sorting for evolutionary multi- and many-objective optimization

  Ye Tian;Handing Wang;Xingyi Zhang;Yaochu Jin

  133
  Citations

• Data-Driven Evolutionary Optimization

  Unknown

  111
  Citations

• A repository of real-world datasets for data-driven evolutionary multiobjective optimization

  Cheng He;Ye Tian;Handing Wang;Yaochu Jin

  92
  Citations

• A Surrogate-Assisted Evolutionary Feature Selection Algorithm With Parallel Random Grouping for High-Dimensional Classification

  Unknown

  91
  Citations

• Objective reduction based on nonlinear correlation information entropy

  Handing Wang;Xin Yao

  84
  Citations

• A Survey of Normalization Methods in Multiobjective Evolutionary Algorithms

  Linjun He;Hisao Ishibuchi;Anupam Trivedi;Handing Wang

  80
  Citations

• A memetic optimization strategy based on dimension reduction in decision space

  Handing Wang;Licheng Jiao;Ronghua Shang;Shan He

  61
  Citations