| Exploration and exploitation in evolutionary algorithms: A survey M Črepinšek, SH Liu, M Mernik ACM computing surveys (CSUR) 45 (3), 1-33, 2013 | 1546 | 2013 |
| A note on teaching–learning-based optimization algorithm M Črepinšek, SH Liu, L Mernik Information Sciences 212, 79-93, 2012 | 337 | 2012 |
| On clarifying misconceptions when comparing variants of the artificial bee colony algorithm by offering a new implementation M Mernik, SH Liu, D Karaboga, M Črepinšek Information sciences 291, 115-127, 2015 | 289 | 2015 |
| Replication and comparison of computational experiments in applied evolutionary computing: common pitfalls and guidelines to avoid them M Črepinšek, SH Liu, M Mernik Applied Soft Computing 19, 161-170, 2014 | 162 | 2014 |
| A parameter control method of evolutionary algorithms using exploration and exploitation measures with a practical application for fitting Sovova's mass transfer model SH Liu, M Mernik, D Hrnčič, M Črepinšek Applied Soft Computing 13 (9), 3792-3805, 2013 | 102 | 2013 |
| Analysis of exploration and exploitation in evolutionary algorithms by ancestry trees M Črepinšek, M Mernik, SHL Liu International Journal of Innovative Computing and Applications 3 (1), 11-19, 2011 | 91 | 2011 |
| Is a comparison of results meaningful from the inexact replications of computational experiments? M Črepinšek, SH Liu, L Mernik, M Mernik Soft Computing 20, 223-235, 2016 | 76 | 2016 |
| To explore or to exploit: An entropy-driven approach for evolutionary algorithms SH Liu, M Mernik, BR Bryant International journal of knowledge-based and intelligent engineering systems …, 2009 | 67 | 2009 |
| A novel direct measure of exploration and exploitation based on attraction basins J Jerebic, M Mernik, SH Liu, M Ravber, M Baketarić, L Mernik, ... Expert Systems with Applications 167, 114353, 2021 | 48 | 2021 |
| Maximum number of generations as a stopping criterion considered harmful M Ravber, SH Liu, M Mernik, M Črepinšek Applied Soft Computing 128, 109478, 2022 | 30 | 2022 |
| Mobile Internet of Things (MIoT) and its applications for smart environments: A positional overview A Alnahdi, SH Liu 2017 IEEE International Congress on Internet of Things (ICIOT), 151-154, 2017 | 27 | 2017 |
| Long term memory assistance for evolutionary algorithms M Črepinšek, SH Liu, M Mernik, M Ravber Mathematics 7 (11), 1129, 2019 | 26 | 2019 |
| On the importance of the artificial bee colony control parameter ‘Limit’ N Veček, SH Liu, M Črepinšek, M Mernik Information Technology And Control 46 (4), 566-604, 2017 | 23 | 2017 |
| Entropy-driven parameter control for evolutionary algorithms SH Liu, M Mernik, BR Bryant Informatica 31 (1), 2007 | 23 | 2007 |
| QoS-UniFrame: A Petri Net-based modeling approach to assure QoS requirements of distributed real-time and embedded systems SH Liu, BR Bryant, JG Gray, RR Raje, AM Olson, M Auguston 12th IEEE International Conference and Workshops on the Engineering of …, 2005 | 21 | 2005 |
| Parameter control in evolutionary algorithms by domain-specific scripting language PPCEA SH Liu, M Mernik, BR Bryant Proc. 1st Intl. Conf. on Bioinspired Optimization Methods and their …, 2004 | 20 | 2004 |
| A graph pointer network-based multi-objective deep reinforcement learning algorithm for solving the traveling salesman problem J Perera, SH Liu, M Mernik, M Črepinšek, M Ravber Mathematics 11 (2), 437, 2023 | 17 | 2023 |
| A non-invasive approach to dynamic web services provisioning F Cao, BR Bryant, SH Liu, W Zhao IEEE International Conference on Web Services (ICWS'05), 229-236, 2005 | 17 | 2005 |
| A semantics-and data-driven SOA for biomedical multimedia systems SH Liu, Y Cao, M Li, P Kilaru, T Smith, S Toner 2008 Tenth IEEE International Symposium on Multimedia, 533-538, 2008 | 15 | 2008 |
| A clustering entropy-driven approach for exploring and exploiting noisy functions SH Liu, M Mernik, BR Bryant Proceedings of the 2007 ACM symposium on Applied computing, 738-742, 2007 | 10 | 2007 |
