Dr. P. N. Suganthan - Google Scholar

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Citations	44466	29166
h-index	90	75
i10-index	302	238

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Co-authors

J. J. Liang (梁静)Zhengzhou UniversityVerified email at zzu.edu.cn
B. Y. QuZhongyuan University of TechnologyVerified email at zut.edu.cn
Quan-ke panState Key Laboratory of Synthetical Automation for Process Industries, Northeastern UniversityVerified email at mail.neu.edu.cn
Rammohan MallipeddiAssociate ProfessorVerified email at knu.ac.kr
M. Fatih TasgetirenYasar UniversityVerified email at yasar.edu.tr
Swagatam DasElectronics and Communication Sciences Unit, Indian Statistical Institute, KolkataVerified email at isical.ac.in
Kai (Alex) QinSwinburne University of TechnologyVerified email at swin.edu.au
Shizheng ZhaoNanyang Technological UniversityVerified email at e.ntu.edu.sg
Prof. S.Baskar 0000-0002-2735-0487Dean (R&D),Professor, EEE Department,Thiagarajar College of EngineeringVerified email at tce.edu
Gehan AmaratungaProfessor of Electrical Engineering, University of CambridgeVerified email at cam.ac.uk
Le ZhangInstitute for Infocomm Research, Agency for Science, Technology and Research (A*STAR)Verified email at e.ntu.edu.sg
Kalyanmoy DebKoenig Endowed Chair Professor, Electrical and Computer Engineering, Michigan State UniversityVerified email at egr.msu.edu
Mostafa Z. AliAssociate professor of Computer Science, Jordan University of Science and TechnologyVerified email at just.edu.jo
Ke TangProfessor, Southern University of Science and TechnologyVerified email at sustech.edu.cn
Kaizhou GaoMacau University of Science and TechnologyVerified email at e.ntu.edu.sg
Qingfu ZhangChair Professor, FIEEE, City University of Hong KongVerified email at cityu.edu.hk
Noor H. AwadPostdoctoral Research Fellow, Machine Learning Lab, university of FreiburgVerified email at cs.uni-freiburg.de
Xin YaoSouthern University of Science and Technology (SUSTech) and University of BirminghamVerified email at cs.bham.ac.uk
Guohua WuCentral South UniversityVerified email at nudt.edu.cn
Robert G. ReynoldsProfessor of Computer Science Wayne State UNiversityVerified email at cs.wayne.edu

Dr. P. N. Suganthan

EEE, NTU (Honorary Doctorate, Uni. of Maribor, 2020)

Verified email at ntu.edu.sg - Homepage

Machine Learning(ML)Swarm-Evolutionary Computation(SEC)Neural Networks(ANN)Applications of ML SEC ANN.


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Differential evolution: A survey of the state-of-the-art S Das, PN Suganthan Evolutionary Computation, IEEE Transactions on 15 (99), 4-31, 2011	3864	2011
Comprehensive learning particle swarm optimizer for global optimization of multimodal functions JJ Liang, AK Qin, PN Suganthan, S Baskar IEEE transactions on evolutionary computation 10 (3), 281-295, 2006	3075	2006
Differential evolution algorithm with strategy adaptation for global numerical optimization AK Qin, VL Huang, PN Suganthan IEEE transactions on Evolutionary Computation 13 (2), 398-417, 2009	2822	2009
Problem definitions and evaluation criteria for the CEC 2005 special session on real-parameter optimization PN Suganthan, N Hansen, JJ Liang, K Deb, YP Chen, A Auger, S Tiwari Technical Report, Nanyang Technological University, Singapore, May 2005 AND …, 2005	2140	2005
Multiobjective Evolutionary Algorithms: A Survey of the State-of-the-art A Zhou, BY Qu, H Li, SZ Zhao, PN Suganthan, Q Zhang Swarm and Evolutionary Computation 1 (1), 32-49, 2011	1601	2011
Particle swarm optimiser with neighbourhood operator PN Suganthan Proceedings of the 1999 Congress on Evolutionary Computation-CEC99 (Cat. No …, 1999	1215	1999
Self-adaptive differential evolution algorithm for numerical optimization AK Qin, PN Suganthan 2005 IEEE congress on evolutionary computation 2, 1785-1791, 2005	1160	2005
Differential evolution algorithm with ensemble of parameters and mutation strategies R Mallipeddi, PN Suganthan, QK Pan, MF Tasgetiren Applied Soft Computing 11 (2), 1679-1696, 2011	1010	2011
Problem definitions and evaluation criteria for the CEC 2017 special session and competition on single objective real-parameter numerical optimization NH Awad, MZ Ali, JJ Liang, BY Qu, PN Suganthan Tech. Rep., 2016	938	2016
Benchmark functions for the CEC’2008 special session and competition on large scale global optimization K Tang, X Yáo, PN Suganthan, C MacNish, YP Chen, CM Chen, Z Yang Nature Inspired Computation and Applications Laboratory, USTC, China, 153-177, 2007	829	2007
Recent advances in differential evolution–an updated survey S Das, SS Mullick, PN Suganthan Swarm and Evolutionary Computation 27, 1-30, 2016	824	2016
Problem definitions and evaluation criteria for the CEC 2013 special session and competition on real-parameter optimization JJ Liang, BY Qu, PN Suganthan, AG Hernández-Díaz Computational Intelligence Laboratory, Zhengzhou University, Zhengzhou China …, 2013	787	2013
Multiobjective optimization test instances for the CEC 2009 special session and competition Q Zhang, A Zhou, S Zhao, PN Suganthan, W Liu, S Tiwari University of Essex, Colchester, UK and Nanyang technological University …, 2008	779	2008
Evolutionary extreme learning machine QY Zhu, AK Qin, PN Suganthan, GB Huang Pattern recognition 38 (10), 1759-1763, 2005	707	2005
Problem definitions and evaluation criteria for the CEC 2006 special session on constrained real-parameter optimization JJ Liang, TP Runarsson, E Mezura-Montes, M Clerc, PN Suganthan, ... Technical Report,, 2006	624	2006
A discrete artificial bee colony algorithm for the lot-streaming flow shop scheduling problem QK Pan, MF Tasgetiren, PN Suganthan, TJ Chua Information sciences 181 (12), 2455-2468, 2011	593	2011
Dynamic multi-swarm particle swarm optimizer JJ Liang, PN Suganthan Proceedings 2005 IEEE Swarm Intelligence Symposium, 2005. SIS 2005., 124-129, 2005	555	2005
An adaptive differential evolution algorithm with novel mutation and crossover strategies for global numerical optimization SKM Islam, S Das, S Ghosh, S Roy, PN Suganthan Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on 42 …, 2012	508	2012
Novel composition test functions for numerical global optimization JJ Liang, PN Suganthan, K Deb Proceedings 2005 IEEE Swarm Intelligence Symposium, 2005. SIS 2005., 68-75, 2005	429	2005
Self-adaptive differential evolution algorithm for constrained real-parameter optimization VL Huang, AK Qin, PN Suganthan IEEE Congress on Evolutionary Computation, 2006, CEC 2006., 17-24, 2006	411*	2006

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