Differential evolution: A survey of the state-of-the-art S Das, PN Suganthan Evolutionary Computation, IEEE Transactions on 15 (99), 4-31, 2011 | 5685 | 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 (Codes available from GitHub …, 2006 | 4204 | 2006 |
Differential evolution algorithm with strategy adaptation for global numerical optimization AK Qin, VL Huang, PN Suganthan IEEE Transactions on Evolutionary Computation (Codes available from GitHub …, 2009 | 4087 | 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 | 2855 | 2005 |
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 | 2421* | 2016 |
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 | 2403 | 2011 |
Recent advances in differential evolution–an updated survey S Das, SS Mullick, PN Suganthan Swarm and Evolutionary Computation 27, 1-30, 2016 | 1594 | 2016 |
Self-adaptive differential evolution algorithm for numerical optimization AK Qin, PN Suganthan 2005 IEEE congress on evolutionary computation 2, 1785-1791, 2005 | 1543 | 2005 |
Differential evolution algorithm with ensemble of parameters and mutation strategies R Mallipeddi, PN Suganthan, QK Pan, MF Tasgetiren Applied Soft Computing (Codes available from GitHub) 11 (2), 1679-1696, 2011 | 1475 | 2011 |
Particle swarm optimiser with neighbourhood operator PN Suganthan Proceedings of the 1999 Congress on Evolutionary Computation-CEC99 (Cat. No …, 1999 | 1438 | 1999 |
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 | 1270 | 2008 |
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 | 1082 | 2013 |
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, 2007 | 1055 | 2007 |
Ensemble deep learning: A review MA Ganaie, M Hu, M Tanveer, PN Suganthan Engineering Applications of Artificial Intelligence (arXiv preprint arXiv …, 2022 | 1051 | 2022 |
Evolutionary extreme learning machine QY Zhu, AK Qin, PN Suganthan, GB Huang Pattern recognition 38 (10), 1759-1763, 2005 | 938 | 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 | 840 | 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 | 753 | 2011 |
Dynamic multi-swarm particle swarm optimizer (Codes available from GitHub) JJ Liang, PN Suganthan Proceedings 2005 IEEE Swarm Intelligence Symposium, 2005. SIS 2005., 124-129, 2005 | 715 | 2005 |
Ensemble classification and regression-recent developments, applications and future directions Y Ren, L Zhang, PN Suganthan IEEE Computational Intelligence Magazine 11 (1), 41-53, 2016 | 699 | 2016 |
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 | 669 | 2012 |