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Su Nguyen
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Year
Automated Design of Production Scheduling Heuristics: A Review
J Branke, S Nguyen, C Pickardt, M Zhang
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2015
4002015
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
2762018
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
2602019
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
2592013
Genetic programming for production scheduling: a survey with a unified framework
S Nguyen, Y Mei, M Zhang
Complex & Intelligent Systems 3, 41-66, 2017
2372017
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
2172013
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
1832020
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
1622021
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
1262016
Automatic Programming via Iterated Local Search for Dynamic Job Shop Scheduling
S Nguyen, M Zhang, M Johnston, KC Tan
IEEE Transaction on Cybernetics, 2014
1252014
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
1022018
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
1012017
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
792021
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
772013
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
752021
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
722019
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
722013
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
672013
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
652021
Investigation on particle swarm optimisation for feature selection on high-dimensional data: Local search and selection bias
B Tran, B Xue, M Zhang, S Nguyen
Connection Science 28 (3), 270-294, 2016
492016
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