Su Nguyen

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 65

Top Topics

Cooperative Coevolution

Simulated Annealing

Genetic Programming

Job Shop Scheduling

Top Venues

IEEE Trans. Cybern.

IEEE Trans. Evol. Comput.

Publications

Yuan Sun, Su Nguyen, Dhananjay R. Thiruvady, Xiaodong Li, Andreas T. Ernst, Uwe Aickelin
Enhancing constraint programming via supervised learning for job shop scheduling. Knowl. Based Syst. 293 (2024)
Pivithuru Thejan Amarasinghe, Diem Pham, Binh Tran, Su Nguyen, Yuan Sun, Damminda Alahakoon
Evolutionary Multi-Objective Optimisation for Fairness-Aware Self Adjusting Memory Classifiers in Data Streams. GECCO (2024)
Su Nguyen, Dhananjay R. Thiruvady, Yuan Sun, Mengjie Zhang
Genetic-based Constraint Programming for Resource Constrained Job Scheduling. GECCO (2024)
Dhananjay R. Thiruvady, Su Nguyen, Yuan Sun, Fatemeh Shiri, Nayyar Zaidi, Xiaodong Li
Adaptive population-based simulated annealing for resource constrained job scheduling with uncertainty. Int. J. Prod. Res. 62 (17) (2024)
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
Survey on Genetic Programming and Machine Learning Techniques for Heuristic Design in Job Shop Scheduling. IEEE Trans. Evol. Comput. 28 (1) (2024)
Ha-Bang Ban, Huynh Thi Thanh Binh, Tuan Anh Do, Cong Dao Tran, Su Nguyen
A hybrid and adaptive evolutionary approach for multitask optimization of post-disaster traveling salesman and repairman problems. Comput. Oper. Res. 167 (2024)
Su Nguyen, Dhananjay R. Thiruvady, Yuan Sun, Mengjie Zhang
Genetic-based Constraint Programming for Resource Constrained Job Scheduling. CoRR (2024)
Pivithuru Thejan Amarasinghe, Diem Pham, Binh Tran, Su Nguyen, Yuan Sun, Damminda Alahakoon
Evolutionary Multi-Objective Optimisation for Fairness-Aware Self Adjusting Memory Classifiers in Data Streams. CoRR (2024)
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
Multitask Multiobjective Genetic Programming for Automated Scheduling Heuristic Learning in Dynamic Flexible Job-Shop Scheduling. IEEE Trans. Cybern. 53 (7) (2023)
Fangfang Zhang, Yi Mei, Su Nguyen, Kay Chen Tan, Mengjie Zhang
Instance-Rotation-Based Surrogate in Genetic Programming With Brood Recombination for Dynamic Job-Shop Scheduling. IEEE Trans. Evol. Comput. 27 (5) (2023)
Pivithuru Thejan Amarasinghe, Su Nguyen, Yuan Sun, Damminda Alahakoon
AI-Copilot for Business Optimisation: A Framework and A Case Study in Production Scheduling. CoRR (2023)
Fangfang Zhang, Yi Mei, Su Nguyen, Kay Chen Tan, Mengjie Zhang
Task Relatedness-Based Multitask Genetic Programming for Dynamic Flexible Job Shop Scheduling. IEEE Trans. Evol. Comput. 27 (6) (2023)
Binh Tran, Chamika Sudusinghe, Su Nguyen, Damminda Alahakoon
Building interpretable predictive models with context-aware evolutionary learning. Appl. Soft Comput. 132 (2023)
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
Collaborative Multifidelity-Based Surrogate Models for Genetic Programming in Dynamic Flexible Job Shop Scheduling. IEEE Trans. Cybern. 52 (8) (2022)
Yuan Sun, Su Nguyen, Dhananjay R. Thiruvady, Xiaodong Li, Andreas T. Ernst, Uwe Aickelin
Enhancing Constraint Programming via Supervised Learning for Job Shop Scheduling. CoRR (2022)
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
Phenotype Based Surrogate-Assisted Multi-objective Genetic Programming with Brood Recombination for Dynamic Flexible Job Shop Scheduling. SSCI (2022)
Fangfang Zhang, Yi Mei, Su Nguyen, Kay Chen Tan, Mengjie Zhang
Multitask Genetic Programming-Based Generative Hyperheuristics: A Case Study in Dynamic Scheduling. IEEE Trans. Cybern. 52 (10) (2022)
Dhananjay R. Thiruvady, Su Nguyen, Christian Blum, Andreas T. Ernst
An Efficient Merge Search Matheuristic for Maximising the Net Present Value of Project Schedules. CoRR (2022)
Su Nguyen, Dhananjay R. Thiruvady, Mengjie Zhang, Damminda Alahakoon
Automated Design of Multipass Heuristics for Resource-Constrained Job Scheduling With Self-Competitive Genetic Programming. IEEE Trans. Cybern. 52 (9) (2022)
Diem Pham, Binh Tran, Su Nguyen, Damminda Alahakoon
Fairness Aware Swarm-based Machine Learning for Data Streams. AI (2022)
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
Learning Strategies on Scheduling Heuristics of Genetic Programming in Dynamic Flexible Job Shop Scheduling. CEC (2022)
Thukaraka Pakeerathan, Thenusan Santhirakumar, Dilani Rajendren, Amal Shegan Perera, Su Nguyen
Driving Behaviour Analysis using Low Sampling GPS Trajectories of Ride-hailing Services. DSIT (2022)
Dhananjay R. Thiruvady, Su Nguyen, Fatemeh Shiri, Nayyar Zaidi, Xiaodong Li
Surrogate-assisted population based ACO for resource constrained job scheduling with uncertainty. Swarm Evol. Comput. 69 (2022)
Harsha Moraliyage, Sanoshi Dahanayake, Daswin De Silva, Nishan Mills, Prabod Rathnayaka, Su Nguyen, Damminda Alahakoon, Andrew Jennings
A Robust Artificial Intelligence Approach with Explainability for Measurement and Verification of Energy Efficient Infrastructure for Net Zero Carbon Emissions. Sensors 22 (23) (2022)
Marko Durasevic, Domagoj Jakobovic, Yi Mei, Su Nguyen, Mengjie Zhang
Introduction to automated design of scheduling heuristics with genetic programming. GECCO Companion (2022)
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
Importance-Aware Genetic Programming for Automated Scheduling Heuristics Learning in Dynamic Flexible Job Shop Scheduling. PPSN (2) (2022)
Jinrong Wu, Su Nguyen, Damminda Alahakoon
Explainable Network Pruning for Model Acceleration Based on Filter Similarity and Importance. IVCNZ (2022)
Dhananjay R. Thiruvady, Su Nguyen, Yuan Sun, Fatemeh Shiri, Nayyar Zaidi, Xiaodong Li
Adaptive Population-based Simulated Annealing for Uncertain Resource Constrained Job Scheduling. CoRR (2022)
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang, Kay Chen Tan
Surrogate-Assisted Evolutionary Multitask Genetic Programming for Dynamic Flexible Job Shop Scheduling. IEEE Trans. Evol. Comput. 25 (4) (2021)
Rashmika Nawaratne, Sachin Kahawala, Su Nguyen, Daswin De Silva
A Generative Latent Space Approach for Real-Time Road Surveillance in Smart Cities. IEEE Trans. Ind. Informatics 17 (7) (2021)
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
Correlation Coefficient-Based Recombinative Guidance for Genetic Programming Hyperheuristics in Dynamic Flexible Job Shop Scheduling. IEEE Trans. Evol. Comput. 25 (3) (2021)
Su Nguyen, Dhananjay Raghavan Thiruvady, Mengjie Zhang, Kay Chen Tan
A Genetic Programming Approach for Evolving Variable Selectors in Constraint Programming. IEEE Trans. Evol. Comput. 25 (3) (2021)
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
Evolving Scheduling Heuristics via Genetic Programming With Feature Selection in Dynamic Flexible Job-Shop Scheduling. IEEE Trans. Cybern. 51 (4) (2021)
Su Nguyen, Mengjie Zhang, Damminda Alahakoon, Kay Chen Tan
People-Centric Evolutionary System for Dynamic Production Scheduling. IEEE Trans. Cybern. 51 (3) (2021)
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
Guided Subtree Selection for Genetic Operators in Genetic Programming for Dynamic Flexible Job Shop Scheduling. EuroGP (2020)
Thanh-Phu Nguyen, Su Nguyen, Damminda Alahakoon, Van-Nam Huynh
GSIC: A New Interpretable System for Knowledge Exploration and Classification. IEEE Access 8 (2020)
Tharindu R. Bandaragoda, Achini Adikari, Rashmika Nawaratne, Dinithi Nallaperuma, Ashish Kumar Luhach, Thimal Kempitiya, Su Nguyen, Damminda Alahakoon, Daswin De Silva, Naveen K. Chilamkurti
Artificial intelligence based commuter behaviour profiling framework using Internet of things for real-time decision-making. Neural Comput. Appl. 32 (20) (2020)
Diem Pham, Binh Tran, Su Nguyen, Damminda Alahakoon
Swarm-Based Machine Learning Algorithm for Building Interpretable Classifiers. IEEE Access 8 (2020)
Su Nguyen, Binh Tran, Damminda Alahakoon
Dynamic Self-Organising Swarm for Unsupervised Prototype Generation. CEC (2020)
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
Genetic Programming with Adaptive Search Based on the Frequency of Features for Dynamic Flexible Job Shop Scheduling. EvoCOP (2020)
Su Nguyen, Dhananjay R. Thiruvady
Evolving Large Reusable Multi-pass Heuristics for Resource Constrained Job Scheduling. CEC (2020)
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
A preliminary approach to evolutionary multitasking for dynamic flexible job shop scheduling via genetic programming. GECCO Companion (2020)
Su Nguyen, Yi Mei, Bing Xue, Mengjie Zhang
A Hybrid Genetic Programming Algorithm for Automated Design of Dispatching Rules. Evol. Comput. 27 (3) (2019)
Su Nguyen, Dhananjay R. Thiruvady, Andreas T. Ernst, Damminda Alahakoon
A hybrid differential evolution algorithm with column generation for resource constrained job scheduling. Comput. Oper. Res. 109 (2019)
Dinithi Nallaperuma, Rashmika Nawaratne, Tharindu R. Bandaragoda, Achini Adikari, Su Nguyen, Thimal Kempitiya, Daswin De Silva, Damminda Alahakoon, Dakshan Pothuhera
Online Incremental Machine Learning Platform for Big Data-Driven Smart Traffic Management. IEEE Trans. Intell. Transp. Syst. 20 (12) (2019)
Su Nguyen, Dhananjay R. Thiruvady, Andreas T. Ernst, Damminda Alahakoon
Genetic programming approach to learning multi-pass heuristics for resource constrained job scheduling. GECCO (2018)
Su Nguyen, Mengjei Zhang, Damminda Alahakoon, Kay Chen Tan
Visualizing the Evolution of Computer Programs for Genetic Programming [Research Frontier]. IEEE Comput. Intell. Mag. 13 (4) (2018)
John Park, Yi Mei, Su Nguyen, Gang Chen, Mengjie Zhang
Evolutionary Multitask Optimisation for Dynamic Job Shop Scheduling Using Niched Genetic Programming. Australasian Conference on Artificial Intelligence (2018)
Su Nguyen, Mengjie Zhang, Kay Chen Tan
Adaptive charting genetic programming for dynamic flexible job shop scheduling. GECCO (2018)
Gisele Lobo Pappa, Michael T. M. Emmerich, Ana L. C. Bazzan, Will N. Browne, Kalyanmoy Deb, Carola Doerr, Marko Durasevic, Michael G. Epitropakis, Saemundur O. Haraldsson, Domagoj Jakobovic, Pascal Kerschke, Krzysztof Krawiec, Per Kristian Lehre, Xiaodong Li, Andrei Lissovoi, Pekka Malo, Luis Martí, Yi Mei, Juan Julián Merelo Guervós, Julian F. Miller, Alberto Moraglio, Antonio J. Nebro, Su Nguyen, Gabriela Ochoa, Pietro S. Oliveto, Stjepan Picek, Nelishia Pillay, Mike Preuss, Marc Schoenauer, Roman Senkerik, Ankur Sinha, Ofer M. Shir, Dirk Sudholt, L. Darrell Whitley, Mark Wineberg, John R. Woodward, Mengjie Zhang
Tutorials at PPSN 2018. PPSN (2) (2018)
John Park, Yi Mei, Su Nguyen, Gang Chen, Mengjie Zhang
Investigating a Machine Breakdown Genetic Programming Approach for Dynamic Job Shop Scheduling. EuroGP (2018)
John Park, Yi Mei, Su Nguyen, Gang Chen, Mengjie Zhang
An investigation of ensemble combination schemes for genetic programming based hyper-heuristic approaches to dynamic job shop scheduling. Appl. Soft Comput. 63 (2018)
Su Nguyen, Yi Mei, Mengjie Zhang
Guest editorial: special issue on automated design and adaptation of heuristics for scheduling and combinatorial optimisation. Genet. Program. Evolvable Mach. 19 (1-2) (2018)
Yi Mei, Su Nguyen, Bing Xue, Mengjie Zhang
An Efficient Feature Selection Algorithm for Evolving Job Shop Scheduling Rules With Genetic Programming. IEEE Trans. Emerg. Top. Comput. Intell. 1 (5) (2017)
John Park, Yi Mei, Su Nguyen, Gang Chen, Mengjie Zhang
Investigating the Generality of Genetic Programming Based Hyper-heuristic Approach to Dynamic Job Shop Scheduling with Machine Breakdown. ACALCI (2017)
Su Nguyen, Mengjie Zhang
A PSO-based hyper-heuristic for evolving dispatching rules in job shop scheduling. CEC (2017)
Su Nguyen, Mengjie Zhang, Kay Chen Tan
Surrogate-Assisted Genetic Programming With Simplified Models for Automated Design of Dispatching Rules. IEEE Trans. Cybern. 47 (9) (2017)
Yi Mei, Su Nguyen, Mengjie Zhang
Evolving Time-Invariant Dispatching Rules in Job Shop Scheduling with Genetic Programming. EuroGP (2017)
Yi Mei, Su Nguyen, Mengjie Zhang
Constrained Dimensionally Aware Genetic Programming for Evolving Interpretable Dispatching Rules in Dynamic Job Shop Scheduling. SEAL (2017)
Su Nguyen
Optimization, dispatching rules and hyper-heuristics: A comparison in dynamic single machine scheduling. IECON (2017)
Binh Tran, Bing Xue, Mengjie Zhang, Su Nguyen
Investigation on particle swarm optimisation for feature selection on high-dimensional data: local search and selection bias. Connect. Sci. 28 (3) (2016)
Jürgen Branke, Su Nguyen, Christoph W. Pickardt, Mengjie Zhang
Automated Design of Production Scheduling Heuristics: A Review. IEEE Trans. Evol. Comput. 20 (1) (2016)
Su Nguyen, Yi Mei, Hui Ma, Aaron Chen, Mengjie Zhang
Evolutionary scheduling and combinatorial optimisation: Applications, challenges, and future directions. CEC (2016)
John Park, Yi Mei, Su Nguyen, Gang Chen, Mark Johnston, Mengjie Zhang
Genetic Programming Based Hyper-heuristics for Dynamic Job Shop Scheduling: Cooperative Coevolutionary Approaches. EuroGP (2016)
Su Nguyen, Mengjie Zhang, Kay Chen Tan
Maximising total weighted number of activities for reservation with slack. CEC (2016)
John Park, Su Nguyen, Mengjie Zhang, Mark Johnston
A Single Population Genetic Programming based Ensemble Learning Approach to Job Shop Scheduling. GECCO (Companion) (2015)
Su Nguyen, Mengjie Zhang, Kay Chen Tan
Enhancing genetic programming based hyper-heuristics for dynamic multi-objective job shop scheduling problems. CEC (2015)
Su Nguyen, Mengjie Zhang, Kay Chen Tan
A Dispatching rule based Genetic Algorithm for Order Acceptance and Scheduling. GECCO (2015)
Su Nguyen, Mengjie Zhang, Mark Johnston, Kay Chen Tan
Automatic Programming via Iterated Local Search for Dynamic Job Shop Scheduling. IEEE Trans. Cybern. 45 (1) (2015)
John Park, Su Nguyen, Mengjie Zhang, Mark Johnston
Evolving Ensembles of Dispatching Rules Using Genetic Programming for Job Shop Scheduling. EuroGP (2015)
Su Nguyen, Mengjie Zhang, Mark Johnston
A sequential genetic programming method to learn forward construction heuristics for order acceptance and scheduling. IEEE Congress on Evolutionary Computation (2014)
Su Nguyen, Mengjie Zhang, Mark Johnston, Kay Chen Tan
Selection Schemes in Surrogate-Assisted Genetic Programming for Job Shop Scheduling. SEAL (2014)
Su Nguyen, Mengjie Zhang, Mark Johnston, Kay Chen Tan
Genetic Programming for Evolving Due-Date Assignment Models in Job Shop Environments. Evol. Comput. 22 (1) (2014)
Su Nguyen, Mengjie Zhang, Mark Johnston, Kay Chen Tan
Automatic Design of Scheduling Policies for Dynamic Multi-objective Job Shop Scheduling via Cooperative Coevolution Genetic Programming. IEEE Trans. Evol. Comput. 18 (2) (2014)
Su Nguyen, Mengjie Zhang, Mark Johnston
Enhancing Branch-and-Bound Algorithms for Order Acceptance and Scheduling with Genetic Programming. EuroGP (2014)
Bing Xue, Su Nguyen, Mengjie Zhang
A New Binary Particle Swarm Optimisation Algorithm for Feature Selection. EvoApplications (2014)
John Park, Su Nguyen, Mengjie Zhang, Mark Johnston
Enhancing Heuristics for Order Acceptance and Scheduling Using Genetic Programming. SEAL (2014)
Stephen Bennett, Su Nguyen, Mengjie Zhang
A hybrid discrete particle swarm optimisation method for grid computation scheduling. IEEE Congress on Evolutionary Computation (2014)
Su Nguyen, Mengjie Zhang, Mark Johnston, Kay Chen Tan
A Computational Study of Representations in Genetic Programming to Evolve Dispatching Rules for the Job Shop Scheduling Problem. IEEE Trans. Evol. Comput. 17 (5) (2013)
Su Nguyen, Mengjie Zhang, Mark Johnston, Kay Chen Tan
Hybrid evolutionary computation methods for quay crane scheduling problems. Comput. Oper. Res. 40 (8) (2013)
Su Nguyen, Mengjie Zhang, Mark Johnston, Kay Chen Tan
Learning Reusable Initial Solutions for Multi-objective Order Acceptance and Scheduling Problems with Genetic Programming. EuroGP (2013)
John Park, Su Nguyen, Mark Johnston, Mengjie Zhang
Evolving Stochastic Dispatching Rules for Order Acceptance and Scheduling via Genetic Programming. Australasian Conference on Artificial Intelligence (2013)
John Park, Su Nguyen, Mengjie Zhang, Mark Johnston
Genetic programming for order acceptance and scheduling. IEEE Congress on Evolutionary Computation (2013)
Su Nguyen, Mengjie Zhang, Mark Johnston, Kay Chen Tan
A coevolution genetic programming method to evolve scheduling policies for dynamic multi-objective job shop scheduling problems. IEEE Congress on Evolutionary Computation (2012)
Su Nguyen, Mengjie Zhang, Mark Johnston, Kay Chen Tan
Evolving Reusable Operation-Based Due-Date Assignment Models for Job Shop Scheduling with Genetic Programming. EuroGP (2012)
Su Nguyen, Mengjie Zhang, Mark Johnston, Kay Chen Tan
Automatic Discovery of Optimisation Search Heuristics for Two Dimensional Strip Packing Using Genetic Programming. SEAL (2012)
Su Nguyen, Mengjie Zhang, Mark Johnston
A genetic programming based hyper-heuristic approach for combinatorial optimisation. GECCO (2011)