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Author
Yaochu Jin
also known as Jin Yaochu, Jin, Y, Jin, Y.
Westlake University · Rutgers, The State University of New Jersey · Tongji University · California Institute of Technology
About this author
Works
1,017
Cited by
56,307
h-index
116
i10
508
ORCID ↗
Top papers
PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum]
Ye Tian, Ran Cheng, Xingyi Zhang, et al.
·
2017
·
IEEE Computational Intelligence Magazine
↗ 2,555
A Reference Vector Guided Evolutionary Algorithm for Many-Objective Optimization
Ran Cheng, Yaochu Jin, Markus Olhofer, et al.
·
2016
·
IEEE Transactions on Evolutionary Computation
↗ 1,674
Evolutionary Optimization in Uncertain Environments—A Survey
Yaochu Jin, Juergen Branke
·
2005
·
IEEE Transactions on Evolutionary Computation
↗ 1,556
Surrogate-assisted evolutionary computation: Recent advances and future challenges
Yaochu Jin
·
2011
·
Swarm and Evolutionary Computation
↗ 1,407
A comprehensive survey of fitness approximation in evolutionary computation
Yaochu Jin
·
2003
·
Soft Computing
↗ 1,218
A Competitive Swarm Optimizer for Large Scale Optimization
Ran Cheng, Yaochu Jin
·
2014
·
IEEE Transactions on Cybernetics
↗ 1,026
Federated learning on non-IID data: A survey
Hangyu Zhu, Jinjin Xu, Shiqing Liu, et al.
·
2021
·
Neurocomputing
↗ 930
A Knee Point-Driven Evolutionary Algorithm for Many-Objective Optimization
Xingyi Zhang, Ye Tian, Yaochu Jin
·
2014
·
IEEE Transactions on Evolutionary Computation
↗ 853
RM-MEDA: A Regularity Model-Based Multiobjective Estimation of Distribution Algorithm
Qingfu Zhang, Aimin Zhou, Yaochu Jin
·
2008
·
IEEE Transactions on Evolutionary Computation
↗ 816
A social learning particle swarm optimization algorithm for scalable optimization
Ran Cheng, Yaochu Jin
·
2014
·
Information Sciences
↗ 733
An Indicator-Based Multiobjective Evolutionary Algorithm With Reference Point Adaptation for Better Versatility
Ye Tian, Ran Cheng, Xingyi Zhang, et al.
·
2017
·
IEEE Transactions on Evolutionary Computation
↗ 686
A framework for evolutionary optimization with approximate fitness functions
Yaochu Jin, Markus Olhofer, Bernhard Sendhoff
·
2002
·
IEEE Transactions on Evolutionary Computation
↗ 656
Books
Multi-objective machine learning
2006
·
Springer Berlin / Heidelberg
Computational Evolution of Neural and Morphological Development
2023
·
Springer
Knowledge Incorporation in Evolutionary Computation
2005
·
Springer Berlin Heidelberg
Advanced Fuzzy Systems Design and Applications
2002
·
Island Press
Advanced Fuzzy Systems Design and Applications
2003
·
Physica-Verlag Heidelberg
Knowledge Incorporation in Evolutionary Computation
2004
·
Springer
Multi-Objective Machine Learning (Studies in Computational Intelligence) (Studies in Computational Intelligence)
2006
·
Springer
Evolutionary Large-Scale Multi-Objective Optimization and Applications
2024
·
Wiley & Sons, Incorporated, John