Yaochu Jin
Active 1995–2026
- 792
- Papers
- 55,982
- Citations
- 116
- h-index
- 489
- i10-index
Citations
Citation sources
Countries
Institutions
Fields
- Computer Science71.1%
- Engineering16.7%
- Biochemistry, Genetics and Molecular Biology2%
- Decision Sciences1.8%
- Physics and Astronomy1.7%
- Medicine1.6%
- Other5.1%
Topics
- Advanced Multi-Objective Optimization Algorithms14.6%
- Metaheuristic Optimization Algorithms Research14.4%
- Evolutionary Algorithms and Applications8.4%
- Neural Networks and Applications1.7%
- Optimal Experimental Design Methods1.6%
- Machine Learning and Data Classification1.1%
- Other58.2%
Coauthors
All papers
- PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum]
Authors: Ye Tian, Ran Cheng, Xingyi Zhang, Yaochu Jin - IEEE Computational Intelligence Magazine, IEEE Comput. Intell. Mag. 2017 cited by 2,613
- A Reference Vector Guided Evolutionary Algorithm for Many-Objective Optimization
Authors: Ran Cheng, Yaochu Jin, Markus Olhofer, Bernhard Sendhoff - IEEE Transactions on Evolutionary Computation, IEEE Trans. Evol. Comput. 2016 cited by 1,706
- A Coevolutionary Framework for Constrained Multiobjective Optimization Problems
Authors: Ye Tian, Tao Zhang, Jianhua Xiao, Xingyi Zhang, Yaochu Jin - IEEE Transactions on Evolutionary Computation, IEEE Trans. Evol. Comput. 2020 cited by 677
- A Competitive Swarm Optimizer for Large Scale Optimization
Authors: Ran Cheng, Yaochu Jin - IEEE Transactions on Cybernetics, IEEE Trans. Cybern. 2014 cited by 1,033
- Surrogate-assisted evolutionary computation: Recent advances and future challenges
Authors: Yaochu Jin - Swarm and Evolutionary Computation, Swarm Evol. Comput. 2011 cited by 1,437
- Balancing Objective Optimization and Constraint Satisfaction in Constrained Evolutionary Multiobjective Optimization
Authors: Ye Tian, Yajie Zhang, Yansen Su, Xingyi Zhang, Kay Chen Tan, Yaochu Jin - IEEE Transactions on Cybernetics, IEEE Trans. Cybern. 2021 cited by 362
- Efficient Large-Scale Multiobjective Optimization Based on a Competitive Swarm Optimizer
Authors: Ye Tian, Xiutao Zheng, Xingyi Zhang, Yaochu Jin - IEEE Transactions on Cybernetics, IEEE Trans. Cybern. 2004 cited by 463
- Data-Driven Evolutionary Optimization: An Overview and Case Studies
Authors: Yaochu Jin, Handing Wang, Tinkle Chugh, Dan Guo, Kaisa Miettinen - IEEE Transactions on Evolutionary Computation, IEEE Trans. Evol. Comput. 2018 cited by 656
- A Decision Variable Clustering-Based Evolutionary Algorithm for Large-Scale Many-Objective Optimization
Authors: Xingyi Zhang, Ye Tian, Ran Cheng, Yaochu Jin - IEEE Transactions on Evolutionary Computation, IEEE Trans. Evol. Comput. 2016 cited by 645
- Communication-Efficient Federated Deep Learning With Layerwise Asynchronous Model Update and Temporally Weighted Aggregation
Authors: Yang Chen, Xiaoyan Sun, Yaochu Jin - IEEE Transactions on Neural Networks and Learning Systems, IEEE Trans. Neural Networks Learn. Syst. 2019 cited by 570
- Evolutionary Large-Scale Multi-Objective Optimization: A Survey
Authors: Ye Tian, Langchun Si, Xingyi Zhang, Ran Cheng, Cheng He, Kay Chen Tan, Yaochu Jin - ACM Computing Surveys, ACM Comput. Surv. 2021 cited by 375
- A Surrogate-Assisted Reference Vector Guided Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization
Authors: Tinkle Chugh, Yaochu Jin, Kaisa Miettinen, Jussi Hakanen, Karthik Sindhya - IEEE Transactions on Evolutionary Computation, IEEE Trans. Evol. Comput. 2016 cited by 600
- An Indicator-Based Multiobjective Evolutionary Algorithm With Reference Point Adaptation for Better Versatility
Authors: Ye Tian, Ran Cheng, Xingyi Zhang, Fan Cheng, Yaochu Jin - IEEE Transactions on Evolutionary Computation, IEEE Trans. Evol. Comput. 2017 cited by 695
- An Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems
Authors: Ye Tian, Xingyi Zhang, Chao Wang, Yaochu Jin - IEEE Transactions on Evolutionary Computation, IEEE Trans. Evol. Comput. 2019 cited by 415
- A Knee Point-Driven Evolutionary Algorithm for Many-Objective Optimization
Authors: Xingyi Zhang, Ye Tian, Yaochu Jin - IEEE Transactions on Evolutionary Computation, IEEE Trans. Evol. Comput. 2014 cited by 863
- A Population Prediction Strategy for Evolutionary Dynamic Multiobjective Optimization
Authors: Aimin Zhou, Yaochu Jin, Qingfu Zhang - IEEE Transactions on Cybernetics, IEEE Trans. Cybern. 2013 cited by 530
- A benchmark test suite for evolutionary many-objective optimization
Authors: Ran Cheng, Miqing Li, Ye Tian, Xingyi Zhang, Shengxiang Yang, Yaochu Jin, Xin Yao - Complex & Intelligent Systems 2017 cited by 493
- Test Problems for Large-Scale Multiobjective and Many-Objective Optimization
Authors: Ran Cheng, Yaochu Jin, Markus Olhofer, Bernhard Sendhoff - IEEE Transactions on Cybernetics, IEEE Trans. Cybern. 2016 cited by 413
- Deep Reinforcement Learning Based Adaptive Operator Selection for Evolutionary Multi-Objective Optimization
Authors: Ye Tian, Xiaopeng Li, Haiping Ma, Xingyi Zhang, Kay Chen Tan, Yaochu Jin - IEEE Transactions on Emerging Topics in Computational Intelligence, IEEE Trans. Emerg. Top. Comput. Intell. 2022 cited by 201
- A Classification-Based Surrogate-Assisted Evolutionary Algorithm for Expensive Many-Objective Optimization
Authors: Linqiang Pan, Cheng He, Ye Tian, Handing Wang, Xingyi Zhang, Yaochu Jin - IEEE Transactions on Evolutionary Computation, IEEE Trans. Evol. Comput. 2018 cited by 440
- Accelerating Large-Scale Multiobjective Optimization via Problem Reformulation
Authors: Cheng He, Lianghao Li, Ye Tian, Xingyi Zhang, Ran Cheng, Yaochu Jin, Xin Yao - IEEE Transactions on Evolutionary Computation, IEEE Trans. Evol. Comput. 2019 cited by 345
- Artificial intelligence in recommender systems
Authors: Qian Zhang, Jie Lü, Yaochu Jin - Complex & Intelligent Systems 2020 cited by 428
- Solving Large-Scale Multiobjective Optimization Problems With Sparse Optimal Solutions via Unsupervised Neural Networks
Authors: Ye Tian, Chang Lu, Xingyi Zhang, Kay Chen Tan, Yaochu Jin - IEEE Transactions on Cybernetics, IEEE Trans. Cybern. 2020 cited by 299
- A Kriging-Assisted Two-Archive Evolutionary Algorithm for Expensive Many-Objective Optimization
Authors: Zhenshou Song, Handing Wang, Cheng He, Yaochu Jin - IEEE Transactions on Evolutionary Computation, IEEE Trans. Evol. Comput. 2021 cited by 255
