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1

Benchmark Problems and Performance Indicators for Search of Knee Points in Multiobjective Optimization

Yu, Guo, Jin, Yaochu, Olhofer, Markus

Journal:

IEEE Transactions on Cybernetics

Year:

2019

Language:

english

File:

PDF, 12 KB

english, 2019

2

Bio-inspired self-organising multi-robot pattern formation: A review

Oh, Hyondong, Ramezan Shirazi, Ataollah, Sun, Chaoli, Jin, Yaochu

Journal:

Robotics and Autonomous Systems

Year:

2017

Language:

english

File:

PDF, 6.54 MB

english, 2017

3

Data-Driven Evolutionary Optimization: An Overview and Case Studies

Jin, Yaochu, Wang, Handing, Chugh, Tinkle, Guo, Dan, Miettinen, Kaisa

Journal:

IEEE Transactions on Evolutionary Computation

Year:

2018

Language:

english

File:

PDF, 12.69 MB

english, 2018

4

A Survey of Deep Learning Applications to Autonomous Vehicle Control

Kuutti, Sampo, Bowden, Richard, Jin, Yaochu, Barber, Phil, Fallah, Saber

Journal:

IEEE Transactions on Intelligent Transportation Systems

Year:

2020

File:

PDF, 3.36 MB

2020

5

Self-organized swarm robot for target search and trapping inspired by bacterial chemotaxis

Yang, Bin, Ding, Yongsheng, Jin, Yaochu, Hao, Kuangrong

Journal:

Robotics and Autonomous Systems

Year:

2015

Language:

english

File:

PDF, 1.64 MB

english, 2015

6

A Decision Variable Clustering-Based Evolutionary Algorithm for Large-scale Many-objective Optimization

Zhang, Xingyi, Tian, Ye, Cheng, Ran, Jin, Yaochu

Journal:

IEEE Transactions on Evolutionary Computation

Year:

2016

Language:

english

File:

PDF, 1.33 MB

english, 2016

7

Generalized Multi-tasking for Evolutionary Optimization of Expensive Problems

Ding, Jinliang, Yang, Cuie, Jin, Yaochu, Chai, Tianyou

Journal:

IEEE Transactions on Evolutionary Computation

Year:

2018

Language:

english

File:

PDF, 1.20 MB

english, 2018

8

Offline Data-Driven Evolutionary Optimization Using Selective Surrogate Ensembles

Wang, Handing, Jin, Yaochu, Sun, Chaoli, Doherty, John

Journal:

IEEE Transactions on Evolutionary Computation

Year:

2018

Language:

english

File:

PDF, 2.18 MB

english, 2018

9

Multiple-Solution Optimization Strategy for Multirobot Task Allocation

Huang, Li, Ding, Yongsheng, Zhou, MengChu, Jin, Yaochu, Hao, Kuangrong

Journal:

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Year:

2018

Language:

english

File:

PDF, 2.06 MB

english, 2018

10

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

Cheng, Ran, Jin, Yaochu, Olhofer, Markus, Sendhoff, Bernhard

Journal:

IEEE Transactions on Cybernetics

Year:

2016

Language:

english

File:

PDF, 1.71 MB

english, 2016

11

Surrogate-assisted Cooperative Swarm Optimization of High-dimensional Expensive Problems

Sun, Chaoli, Jin, Yaochu, Cheng, Ran, Ding, Jinliang, Zeng, Jianchao

Journal:

IEEE Transactions on Evolutionary Computation

Year:

2017

Language:

english

File:

PDF, 1.95 MB

english, 2017

12

Multi-Objective Evolutionary Federated Learning

Zhu, Hangyu, Jin, Yaochu

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2019

Language:

english

File:

PDF, 51 KB

english, 2019

13

A morphogenetic approach to flexible and robust shape formation for swarm robotic systems

Yan Meng, Hongliang Guo, Yaochu Jin

Journal:

Robotics and Autonomous Systems

Year:

2013

Language:

english

File:

PDF, 1.89 MB

english, 2013

14

[Lecture Notes in Computer Science] Fuzzy Systems and Knowledge Discovery Volume 3613 || A Surface Reconstruction Algorithm Using Weighted Alpha Shapes

Wang, Lipo, Jin, Yaochu

Year:

2005

Language:

english

File:

PDF, 1.39 MB

english, 2005

15

[Studies in Computational Intelligence] Bio-Inspired Self-Organizing Robotic Systems Volume 355 ||

Meng, Yan, Jin, Yaochu

Year:

2011

Language:

english

File:

PDF, 11.18 MB

english, 2011

16

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

Tian, Ye, Cheng, Ran, Zhang, Xingyi, Jin, Yaochu

Journal:

IEEE Computational Intelligence Magazine

Year:

2017

Language:

english

File:

PDF, 2.01 MB

english, 2017

17

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

Pan, Linqiang, He, Cheng, He, Cheng, Tian, Ye, Wang, Handing, Zhang, Xingyi, Jin, Yaochu

Journal:

IEEE Transactions on Evolutionary Computation

Year:

2018

Language:

english

File:

PDF, 1.21 MB

english, 2018

18

High-Dimensional Robust Multi-Objective Optimization for Order Scheduling: A Decision Variable Classification Approach

Du, Wei, Zhong, Weimin, Tang, Yang, Du, Wenli, Jin, Yaochu

Journal:

IEEE Transactions on Industrial Informatics

Year:

2018

Language:

english

File:

PDF, 5.42 MB

english, 2018

19

Stacking-based ensemble learning of decision trees for interpretable prostate cancer detection

Wang, Yuyan, Wang, Dujuan, Geng, Na, Wang, Yanzhang, Yin, Yunqiang, Jin, Yaochu

Journal:

Applied Soft Computing

Year:

2019

Language:

english

File:

PDF, 1.19 MB

english, 2019

20

Guest Editorial: Special Issue on Computational Intelligence in Data-Driven Optimization

Sun, Chaoli, Wang, Handing, Du, Wenli, Jin, Yaochu

Journal:

IEEE Transactions on Emerging Topics in Computational Intelligence

Year:

2019

Language:

english

File:

PDF, 384 KB

english, 2019

21

Evolving Local Plasticity Rules for Synergistic Learning in Echo State Networks

Wang, Xinjie, Jin, Yaochu, Hao, Kuangrong

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2019

Language:

english

File:

PDF, 47 KB

english, 2019

22

[IEEE 2019 IEEE Congress on Evolutionary Computation (CEC) - Wellington, New Zealand (2019.6.10-2019.6.13)] 2019 IEEE Congress on Evolutionary Computation (CEC) - A New Selection Strategy for Decomposition-based Evolutionary Many-Objective Optimization

Qin, Shufen, Sun, Chaoli, Jin, Yaochu, Lan, Lier, Tan, Ying

Year:

2019

Language:

english

File:

PDF, 1.32 MB

english, 2019

23

[IEEE 2019 IEEE Congress on Evolutionary Computation (CEC) - Wellington, New Zealand (2019.6.10-2019.6.13)] 2019 IEEE Congress on Evolutionary Computation (CEC) - Adaptation of Reference Vectors for Evolutionary Many-objective Optimization of Problems with Irregular Pareto Fronts

Liu, Qiqi, Jin, Yaochu, Heiderich, Martin, Rodemann, Tobias

Year:

2019

Language:

english

File:

PDF, 416 KB

english, 2019

24

[Uncertainty and Operations Research] Rescheduling Under Disruptions in Manufacturing Systems (Models and Algorithms) ||

Wang, Dujuan, Yin, Yunqiang, Jin, Yaochu

Year:

2020

Language:

english

File:

PDF, 3.73 MB

english, 2020

25

[IEEE 2020 International Joint Conference on Neural Networks (IJCNN) - Glasgow, United Kingdom (2020.7.19-2020.7.24)] 2020 International Joint Conference on Neural Networks (IJCNN) - EEG feature learning with Intrinsic Plasticity based Deep Echo State Network

Fourati, Rahma, Ammar, Boudour, Jin, Yaochu, Alimi, Adel M.

Year:

2020

File:

PDF, 1013 KB

2020

26

Optimization of micro heat exchanger: CFD, analytical approach and multi-objective evolutionary algorithms

Kwasi Foli, Tatsuya Okabe, Markus Olhofer, Yaochu Jin, Bernhard Sendhoff

Journal:

International Journal of Heat and Mass Transfer

Year:

2006

Language:

english

File:

PDF, 402 KB

english, 2006

27

Efficient Hierarchical Parallel Genetic Algorithms using Grid computing

Dudy Lim, Yew-Soon Ong, Yaochu Jin, Bernhard Sendhoff, Bu-Sung Lee

Journal:

Future Generation Computer Systems

Year:

2007

Language:

english

File:

PDF, 2.18 MB

english, 2007

28

Approximating the Set of Pareto-Optimal Solutions in Both the Decision and Objective Spaces by an Estimation of Distribution Algorithm

Aimin Zhou, Qingfu Zhang, Yaochu Jin

Journal:

IEEE Transactions on Evolutionary Computation

Year:

2009

Language:

english

File:

PDF, 13.59 MB

english, 2009

29

A framework for evolutionary optimization with approximate fitness functions

Yaochu Jin, Olhofer, M., Sendhoff, B.

Journal:

IEEE Transactions on Evolutionary Computation

Year:

2002

Language:

english

File:

PDF, 440 KB

english, 2002

30

Evolutionary optimization in uncertain environments-a survey

Yaochu Jin, Branke, J.

Journal:

IEEE Transactions on Evolutionary Computation

Year:

2005

Language:

english

File:

PDF, 470 KB

english, 2005

31

Surrogate-assisted evolutionary computation: Recent advances and future challenges

Journal:

Swarm and Evolutionary Computation

Year:

2011

Language:

english

File:

PDF, 748 KB

english, 2011

32

[Lecture Notes in Computer Science] Applications of Evolutionary Computing Volume 3005 || Multi-swarm Optimization in Dynamic Environments

Raidl, Günther R., Cagnoni, Stefano, Branke, Jürgen, Corne, David Wolfe, Drechsler, Rolf, Jin, Yaochu, Johnson, Colin G., Machado, Penousal, Marchiori, Elena, Rothlauf, Franz, Smith, George D., Squill

Year:

2004

Language:

english

File:

PDF, 215 KB

english, 2004

33

[Lecture Notes in Computer Science] Fuzzy Systems and Knowledge Discovery Volume 3613 || Fuzzy Fusion for Face Recognition

Wang, Lipo, Jin, Yaochu

Year:

2005

Language:

english

File:

PDF, 162 KB

english, 2005

34

A new fitness estimation strategy for particle swarm optimization

Sun, Chaoli, Zeng, Jianchao, Pan, Jengshyang, Xue, Songdong, Jin, Yaochu

Journal:

Information Sciences

Year:

2013

Language:

english

File:

PDF, 1.29 MB

english, 2013

35

A Population Prediction Strategy for Evolutionary Dynamic Multiobjective Optimization

Aimin Zhou,, Yaochu Jin,, Qingfu Zhang,

Journal:

IEEE Transactions on Cybernetics

Year:

2014

Language:

english

File:

PDF, 830 KB

english, 2014

36

Reconstructing biological gene regulatory networks: where optimization meets big data

Thomas, Spencer Angus, Jin, Yaochu

Journal:

Evolutionary Intelligence

Year:

2014

Language:

english

File:

PDF, 1.26 MB

english, 2014

37

A two-layer surrogate-assisted particle swarm optimization algorithm

Sun, Chaoli, Jin, Yaochu, Zeng, Jianchao, Yu, Yang

Journal:

Soft Computing - A Fusion of Foundations, Methodologies and Applications

Year:

2015

Language:

english

File:

PDF, 3.57 MB

english, 2015

38

Computational Intelligence in Big Data [Guest Editorial]

Jin, Yaochu, Hammer, Barbara

Journal:

IEEE Computational Intelligence Magazine

Year:

2014

Language:

english

File:

PDF, 246 KB

english, 2014

39

A social learning particle swarm optimization algorithm for scalable optimization

Cheng, Ran, Jin, Yaochu

Journal:

Information Sciences

Year:

2015

Language:

english

File:

PDF, 1.65 MB

english, 2015

40

Modeling Activity-Dependent Plasticity in BCM Spiking Neural Networks With Application to Human Behavior Recognition

Yan Meng,, Yaochu Jin,, Jun Yin,

Journal:

IEEE Transactions on Neural Networks

Year:

2011

Language:

english

File:

PDF, 716 KB

english, 2011

41

[Lecture Notes in Computer Science] Simulated Evolution and Learning Volume 8886 ||

Dick, Grant, Browne, Will N., Whigham, Peter, Zhang, Mengjie, Bui, Lam Thu, Ishibuchi, Hisao, Jin, Yaochu, Li, Xiaodong, Shi, Yuhui, Singh, Pramod, Tan, Kay Chen, Tang, Ke

Year:

2014

Language:

english

File:

PDF, 32.82 MB

english, 2014

42

[Lecture Notes in Computer Science] Fuzzy Systems and Knowledge Discovery Volume 3614 || Attribute Uncertainty in GIS Data

Wang, Lipo, Jin, Yaochu

Year:

2005

Language:

english

File:

PDF, 156 KB

english, 2005

43

[Lecture Notes in Computer Science] Simulated Evolution and Learning Volume 8886 || Improving Efficiency of Heuristics for the Large Scale Traveling Thief Problem

Dick, Grant, Browne, Will N., Whigham, Peter, Zhang, Mengjie, Bui, Lam Thu, Ishibuchi, Hisao, Jin, Yaochu, Li, Xiaodong, Shi, Yuhui, Singh, Pramod, Tan, Kay Chen, Tang, Ke

Year:

2014

Language:

english

File:

PDF, 244 KB

english, 2014

44

A Competitive Swarm Optimizer for Large Scale Optimization

Cheng, Ran, Jin, Yaochu

Journal:

IEEE Transactions on Cybernetics

Year:

2015

Language:

english

File:

PDF, 3.23 MB

english, 2015

45

[IEEE 2008 3rd International Workshop on Genetic and Evolving Fuzzy Systems (GEFS) - Witten-Bommerholz, Germany (2008.03.4-2008.03.7)] 2008 3rd International Workshop on Genetic and Evolving Systems - Pareto-optimality is everywhere: From engineering design, machine learning, to biological systems

Year:

2008

Language:

english

File:

PDF, 893 KB

english, 2008

46

[IEEE 2001 Congress on Evolutionary Computation - Seoul, South Korea (27-30 May 2001)] Proceedings of the 2001 Congress on Evolutionary Computation (IEEE Cat. No.01TH8546) - Managing approximate models in evolutionary aerodynamic design optimization

Yaochu Jin,, Olhofer, M., Sendhoff, B.

Year:

2001

Language:

english

File:

PDF, 797 KB

english, 2001

47

A Multiobjective Evolutionary Algorithm using Gaussian Processbased Inverse Modeling

Cheng, Ran, Jin, Yaochu, Narukawa, Kaname, Sendhoff, Bernhard

Journal:

IEEE Transactions on Evolutionary Computation

Year:

2015

Language:

english

File:

PDF, 1.35 MB

english, 2015

48

[Lecture Notes in Computer Science] Fuzzy Systems and Knowledge Discovery Volume 3613 || Visualization Process for Design and Manufacturing of End Mills

Wang, Lipo, Jin, Yaochu

Year:

2005

Language:

english

File:

PDF, 295 KB

english, 2005

49

[Lecture Notes in Computer Science] Simulated Evolution and Learning Volume 8886 || Developing a Hyper-Heuristic Using Grammatical Evolution and the Capacitated Vehicle Routing Problem

Dick, Grant, Browne, Will N., Whigham, Peter, Zhang, Mengjie, Bui, Lam Thu, Ishibuchi, Hisao, Jin, Yaochu, Li, Xiaodong, Shi, Yuhui, Singh, Pramod, Tan, Kay Chen, Tang, Ke

Year:

2014

Language:

english

File:

PDF, 273 KB

english, 2014

50

[Lecture Notes in Computer Science] Applications of Evolutionary Computing Volume 3005 || Competitive Goal Coordination in Automatic Parking

Raidl, Günther R., Cagnoni, Stefano, Branke, Jürgen, Corne, David Wolfe, Drechsler, Rolf, Jin, Yaochu, Johnson, Colin G., Machado, Penousal, Marchiori, Elena, Rothlauf, Franz, Smith, George D., Squill

Year:

2004

Language:

english

File:

PDF, 187 KB

english, 2004