| Automated Design of Production Scheduling Heuristics: A Review J Branke, S Nguyen, C Pickardt, M Zhang IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2015 | 443 | 2015 |
| Optimizing rooftop photovoltaic distributed generation with battery storage for peer-to-peer energy trading S Nguyen, W Peng, P Sokolowski, D Alahakoon, X Yu Applied Energy 228, 2567-2580, 2018 | 318 | 2018 |
| Online incremental machine learning platform for big data-driven smart traffic management D Nallaperuma, R Nawaratne, T Bandaragoda, A Adikari, S Nguyen, ... IEEE Transactions on Intelligent Transportation Systems 20 (12), 4679-4690, 2019 | 309 | 2019 |
| Automatic design of scheduling policies for dynamic multi-objective job shop scheduling via cooperative coevolution genetic programming S Nguyen, M Zhang, M Johnston, KC Tan IEEE Transactions on Evolutionary Computation 18 (2), 193-208, 2013 | 267 | 2013 |
| Genetic programming for production scheduling: a survey with a unified framework S Nguyen, Y Mei, M Zhang Complex & Intelligent Systems 3, 41-66, 2017 | 262 | 2017 |
| A Computational Study of Representations in Genetic Programming to Evolve Dispatching Rules for the Job Shop Scheduling Problem S Nguyen, M Zhang, M Johnston, K Tan IEEE Transactions on Evolutionary Computation, 2013 | 229 | 2013 |
| Evolving scheduling heuristics via genetic programming with feature selection in dynamic flexible job-shop scheduling F Zhang, Y Mei, S Nguyen, M Zhang ieee transactions on cybernetics 51 (4), 1797-1811, 2020 | 213 | 2020 |
| Surrogate-assisted evolutionary multitask genetic programming for dynamic flexible job shop scheduling F Zhang, Y Mei, S Nguyen, M Zhang, KC Tan IEEE Transactions on Evolutionary Computation 25 (4), 651-665, 2021 | 197 | 2021 |
| Surrogate-assisted genetic programming with simplified models for automated design of dispatching rules S Nguyen, M Zhang, KC Tan IEEE transactions on cybernetics 47 (9), 2951-2965, 2016 | 137 | 2016 |
| Automatic Programming via Iterated Local Search for Dynamic Job Shop Scheduling S Nguyen, M Zhang, M Johnston, KC Tan IEEE Transaction on Cybernetics, 2014 | 131 | 2014 |
| An investigation of ensemble combination schemes for genetic programming based hyper-heuristic approaches to dynamic job shop scheduling J Park, Y Mei, S Nguyen, G Chen, M Zhang Applied Soft Computing 63, 72-86, 2018 | 115 | 2018 |
| An efficient feature selection algorithm for evolving job shop scheduling rules with genetic programming Y Mei, S Nguyen, B Xue, M Zhang IEEE Transactions on Emerging Topics in Computational Intelligence 1 (5 …, 2017 | 111 | 2017 |
| Multitask genetic programming-based generative hyperheuristics: A case study in dynamic scheduling F Zhang, Y Mei, S Nguyen, KC Tan, M Zhang IEEE Transactions on Cybernetics 52 (10), 10515-10528, 2021 | 96 | 2021 |
| Collaborative multifidelity-based surrogate models for genetic programming in dynamic flexible job shop scheduling F Zhang, Y Mei, S Nguyen, M Zhang IEEE Transactions on Cybernetics 52 (8), 8142-8156, 2021 | 87 | 2021 |
| A hybrid genetic programming algorithm for automated design of dispatching rules S Nguyen, Y Mei, B Xue, M Zhang Evolutionary computation 27 (3), 467-496, 2019 | 80 | 2019 |
| Learning iterative dispatching rules for job shop scheduling with genetic programming S Nguyen, M Zhang, M Johnston, KC Tan The International Journal of Advanced Manufacturing Technology 67, 85-100, 2013 | 79 | 2013 |
| Dynamic multi-objective job shop scheduling: A genetic programming approach S Nguyen, M Zhang, M Johnston, KC Tan Automated scheduling and planning: from theory to practice, 251-282, 2013 | 77 | 2013 |
| Correlation Coefficient-Based Recombinative Guidance for Genetic Programming Hyperheuristics in Dynamic Flexible Job Shop Scheduling F Zhang, Y Mei, S Nguyen, M Zhang IEEE Transactions on Evolutionary Computation 25 (3), 552-566, 2021 | 74 | 2021 |
| Survey on genetic programming and machine learning techniques for heuristic design in job shop scheduling F Zhang, Y Mei, S Nguyen, M Zhang IEEE Transactions on Evolutionary Computation 28 (1), 147-167, 2023 | 69 | 2023 |
| Hybrid evolutionary computation methods for quay crane scheduling problems S Nguyen, M Zhang, M Johnston, K Chen Tan Computers & Operations Research 40 (8), 2083-2093, 2013 | 69 | 2013 |
Mengjie Zhang，FRSNZ, FEngNZ, FIE...Professor of Computer Science, Victoria University of WellingtonEmail verificata su ecs.vuw.ac.nz