Liverpool Skyline

Department of Maritime and Mechanical Engineering

Dr Trung Thanh Nguyen

Dr Trung Thanh Nguyen

Telephone: 0151 231 2006

Biography

Dr. Trung Thanh Nguyen is a Reader in Operational Research and a co-director of the Liverpool Logistics, Offshore and Marine (LOOM) Research Institute, which is a leading research institute in risk assessment, safety analysis, and transport/logistics.

He is leading a research group on optimisation, simulation and operational research, with focuses on maritime, transport (rail and road), logistics and IoT problems.

He is working on solving various combinatorial problems such as vehicle scheduling, vehicle fleet sizing, vehicle routing, bin packing, berth planning, seat allocation for trains, minimising train delays, crane trajectory optimizing, container stacking, vessel stowage planning, container loading, yard layout design problems. He is also leading research on using data analytics to study transportation systems and improve transportation operations. He also carry out exploratory research on emerging areas of logistics such as the Physical Internet, modular load units, LNG logistics chains, port-centric logistics and automation in logistics. His group is developing online and offline 3D simulations of complex systems to study what-if analyses of different operational scenarios and also to validate the optimal results found by the group's optimization algorithms.

Recent external research grants (as a principal investigator):
1. Liverpool City Region Green Sustainable Travel Corridors, funded by European Regional and Development Fund (ERDF), £680K to LJMU, 2019.
2. COINS: Customer-Operational Information System for Stations, funded by InnovateUK and Department for Transport £265K, Lead applicant. 2019.
3. ANTI-SLIP: Anticipate and mitigate the impact of slippery rail, funded by the UK Rail Safety and Standards Board, £123K (£99K to LJMU). Lead applicant. 2019 - 2020.
4. Anticipating and mitigating reactionary delays in railway networks, funded by the UK Rail Safety and Standards Board, £108K (£86K to LJMU) Lead applicant. 2018 - 2019.
5. Modelling and optimising rail operations for more sustainable urban transport – a passenger-oriented approach, funded by the Royal Academy of Engineering, 2017-2018. Lead applicant.
6. Optimisation models for better rail services, funded by Department for Transport, 2016-2017, rail research. Lead applicant.
7. Operational research for green logistics, funded by the Royal Academy of Engineering (£24K to LJMU), 2016-2017. Lead applicant.
8. Sustainable maritime logistics research UK- Vietnam, funded by UK BIS and managed by the British Coucil, £300K (£141K to LJMU). Lead applicant, 2015-17.
9. UK-ASEAN Research partnership: ICT for sustaining & renovating logistic services, funded by the British Council, £41K, Lead applicant, 2015-16.
10. Virtual port simulation/optimisation, £7.5K, funded by the Chartered Institute of Logistics & Transport (CILT).

Recent external research grants (as a co-investigator):
1. EU H2020 RISE project REMESH - Research Network on Emergency Resources Supply Chain, €504k (€299k to LJMU), 2019-23.
2. Cycling safety analysis (Phase 2) - DfT Cycling and Walking Funds, £55K, 2018-19.
3. EU INTERREG BluePortS - Atlantic Blue Port Services, €2.2m (€140k to LJMU), 2017-19.
4. EU H2020 RISE project RESET – Reliability/Safety for large maritime engineering systems, €1.28m (€248k to LJMU), 2016-20.
5. Industrial project on transport network resilience and sustainability analysis, £60K (£30K to LJMU), 2015-8.
6. InTraDE1 (Intelligent transport in dynamic environments) – IAVs Transferability, funded by EU INTERREG IVB, €32K (€32K to LJMU), 2014-15.
7. Voyage Optimal Routing, funded by Innovate UK, £705K (£20K to LJMU), 2014-16.
8. Offshore e-safety case, funded by RMRI, £60K (£30K to LJMU), 2014-7.


Selected journal publications:
1. Yazdani D, Omidvar MN, Branke J, Nguyen TT, Yao X (2019). Scaling Up Dynamic Optimization Problems: A Divide-and-Conquer Approach. IEEE Transactions on Evolutionary Computation, (Impact factor: 10.63, ranked 1st/105 in Computer Science, Theory & Methods), Accepted.
2. Yazdani D, Omidvar MN, Deplano I, Lersteau C, Makki A, Wang J, Nguyen TT (2019) Real-time seat allocation for minimizing boarding/alighting time and improving quality of service and safety for passengers. Transportation Research Part C: Emerging Technologies, (Impact factor 3.81), Accepted.
3. R. Wang*, T.T. Nguyen*, C. Li, I. Jenkinson, Z. Yang, S. Kavakeb (2018). Optimising discrete dynamic berth allocations in seaports using a Levy Flight based meta-heuristic. Swarm and Evolutionary Computation (Impact factor: 3.81), Accepted. - *co-first authors.
4. Li C, Nguyen TT, Wu M, Yang M, Zeng S (2018). An Open Framework for Constructing Continuous Optimization Problems. IEEE Transactions on Cybernetics (Impact factor: 7.38), online first at https://ieeexplore.ieee.org/document/8353116.
5. D. Yazdani, T.T. Nguyen, J. Branke (2018). Robust optimization over time by learning problem space characteristics. IEEE Transactions on Evolutionary Computation, (Impact factor: Impact factor: 10.63, ranked 1st/105 in Computer Science, Theory & Methods), online first at https://ieeexplore.ieee.org/document/8371222.
6. D. Zhang, S. Cai, F. Ye, Y-W. Si, T. T. Nguyen (2017). A hybrid algorithm for a vehicle routing problem with realistic constraints. Information Sciences, 394-395: 167-182. (Impact factor: 4.832, ranked 7th/146 Computer Science, Information System)
7. S. Kavakeb*, T. T. Nguyen*, Z. Yang and I. Jenkinson (2016). “Evolutionary fleet sizing in static and uncertain environments with shuttle transportation tasks - the case studies of container terminals”, IEEE Computational Intelligence Magazine, (Impact factor: 6.343, ranked 6th/133 Artificial Intelligence) – *co-first authors.
8. C. Li, T. T. Nguyen, M. Yang, M. Mavrovouniotis, S. Yang (2016). An Adaptive Multi-Population Framework for Locating and Tracking Multiple Optima. IEEE Transactions on Evolutionary Computation, 20:590-605 (Impact factor: 10.63, ranked 1st/105 in Computer Science, Theory & Methods)
9. C. Li, T. T. Nguyen, M. Yang, S. Yang, S. Zeng (2015). Multi-population methods in unconstrained continuous dynamic environments: the challenges. Information Sciences, 296: 95-118. (Impact factor: 4.832, ranked 7th/146 Computer Science, Information System).
10. S. Kavakeb*, T. T. Nguyen*, K. McGinley, Z. Yang, I. Jenkinson, R. Murray (2015). Green vehicle technology to enhance the performance of a European port: a simulation model with a cost-benefit approach. Transportation Research, Part C: Emerging Technologies, 60:169-188 (Impact factor: 3.805, ranked 5th/34 journals in Transportation Science & Technology) – *co-first authors.
11. Alkhatib. S, R. Darlington, Z. Yang, T.T. Nguyen (2015). A novel technique for evaluating and selecting logistics service providers based on the logistics resource view, Expert Systems with Applications, 42(20):6976–6989 (Impact factor: 3.928, ranked 3th/83 Operations Research).
12. T. T. Nguyen, S. Yang and J. Branke (2012). Evolutionary Dynamic Optimization: A Survey of the State of the Art,, Swarm and Evolutionary Computation, 6: 1-24. [pdf] . (Impact factor: 3.893, ranked 11th/104 in Computer Science, Theory & Methods) (ranked 2nd in Science Direct Top 25 for Swarm and Evolutionary Computation 2012-2013, 3rd in 2014, 1st in 2015 and listed in Swarm and Evolutionary Computation most cited list).
13. T. T. Nguyen and X. Yao (2012). Continuous Dynamic Constrained Optimisation – The Challenges, IEEE Transactions on Evolutionary Computation 16(6): 769-786 (Impact factor: 10.63, ranked 1st/105 in Computer Science, Theory & Methods). (selected as one of IEEE Computational Intelligence Society’s Publication Spotlights, May 2013).
14. C. Li and S. Yang and T. T. Nguyen (2012). A Self-Learning Particle Swarm Optimizer for Global Optimization Problems, IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 42(3):627-646. (Impact factor: 6.22, ranked 1st/24 in Computer Science, Cybernetics)
15. T. T. Nguyen and X. Yao (2008). “An Experimental Study of Hybridizing Cultural Algorithms and Local Search”, International Journal of Neural Systems, 18(1): 1-17. (Impact factor: 6.333, ranked 7th /133 in Computer Science, Artificial Intelligence).

Current research members of Dr. Nguyen's Operational Research group:
- Dr. Charly Lersteau: Container stacking, manufacturing simulation, train passenger simulation, and train data analytics.
- Dr. Danial Yazdani: Evolutionary computation, dynamic optimisation, robust optimisation, large-scale optimisation, rail seat allocation
- Dr. Ran Wang: Evolutionary computation, metaheuristics, berth planning, manufacturing simulation.
- Igor Deplano, Optimisation, machine learning and simulation in transport & logistics (rail analytics, delay prediction, rail network, seat allocation, theory and algorithms for the bin packing problem)
- Ahmed Makki, Simulation & modelling for road Transport, modular container for LNG, transport survey.
- Yannis Ancele, Vehicle routing problem, optimisation for bicycle delivery, wayfinding for hospital visitors.
External members:
- Zoe Bartlett, Prediction Modelling for Road Transport.
- Tri Thanh Le, Vessel Stowage Planning to Improve Port Operations.
- Van Truong Vu, Evolutionary Computation for Continuous Optimisation

Previous members:
Dr. Shayan Kavakeb
Dr. Mario Garza
Dr. Iffat Gheyas
Dr. Juanjo Peiro

Previous scholar visitors:
Prof. Lam Thu Bui
Prof. Ha Nam Nguyen
Dr. Minh Hoang Ha
Dr. Hien Nguyen
Mr. Tri Thanh Le
Mr. Van Truong Vu

External speakers:
- Prof. Kay Chen Tang
- Prof. Shengxiang Yang
- Prof. Yaochu Jin
- Prof. Changhe Li
- Dr. Shayan Kavakeb

Degrees

University of Birmingham, United Kingdom, PhD

Academic appointments

Reader, Liverpool John Moores University, Liverpool John Moores University, 2015 - present
Senior Lecturer, School of Engineering, Technology and Maritime Operations, Liverpool John Moores University, 2013 - 2015

Publications

Highlighted publications

Li C, Nguyen TT, Yang M, Yang S, Zeng S. 2015. Multi-population methods in unconstrained continuous dynamic environments: The challenges INFORMATION SCIENCES, 296 :95-118 >DOI >Link >Public Url

Alkhatib SF, Darlington R, Yang Z, Nguyen TT. 2015. A novel technique for evaluating and selecting logistics service providers based on the logistics resource view Expert Systems with Applications, 42 :6976-6989 >DOI >Public Url

Li C, Nguyen TT, Yang M, Yang S, Zeng S. 2015. Multi-population methods in unconstrained continuous dynamic environments: The challenges INFORMATION SCIENCES, 296 :95-118 >DOI >Link >Public Url

Alkhatib SF, Darlington R, Yang Z, Nguyen TT. 2015. A novel technique for evaluating and selecting logistics service providers based on the logistics resource view Expert Systems with Applications, 42 :6976-6989 >DOI >Public Url

Li C, Nguyen TT, Yang M, Yang S, Zeng S. 2015. Multi-population methods in unconstrained continuous dynamic environments: The challenges INFORMATION SCIENCES, 296 :95-118 >DOI >Link >Public Url

Alkhatib SF, Darlington R, Yang Z, Nguyen TT. 2015. A novel technique for evaluating and selecting logistics service providers based on the logistics resource view Expert Systems with Applications, 42 :6976-6989 >DOI >Public Url

Li C, Yang S, Nguyen TT. 2012. A Self-Learning Particle Swarm Optimizer for Global Optimization Problems IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 42 :627-646 >DOI >Link

Nguyen TT, Yao X. 2012. Continuous Dynamic Constrained Optimization—The Challenges IEEE Transactions on Evolutionary Computation, 16 :769-786 >DOI

Nguyen TT, Yang S, Branke J. 2012. Evolutionary dynamic optimization: A survey of the state of the art Swarm and Evolutionary Computation, 6 :1 - 24-1 - 24 >DOI

Yang S, Jiang Y, Nguyen TT. 2012. Metaheuristics for Dynamic Combinatorial Optimization Problems IMA Journal of Management Mathematics,

Li C, Yang S, Nguyen TT. 2012. A Self-Learning Particle Swarm Optimizer for Global Optimization Problems IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 42 :627-646 >DOI >Link

Nguyen TT, Yao X. 2012. Continuous Dynamic Constrained Optimization—The Challenges IEEE Transactions on Evolutionary Computation, 16 :769-786 >DOI

Nguyen TT, Yang S, Branke J. 2012. Evolutionary dynamic optimization: A survey of the state of the art Swarm and Evolutionary Computation, 6 :1 - 24-1 - 24 >DOI

Yang S, Jiang Y, Nguyen TT. 2012. Metaheuristics for Dynamic Combinatorial Optimization Problems IMA Journal of Management Mathematics,

Li C, Yang S, Nguyen TT. 2012. A Self-Learning Particle Swarm Optimizer for Global Optimization Problems IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 42 :627-646 >DOI >Link

Nguyen TT, Yao X. 2012. Continuous Dynamic Constrained Optimization—The Challenges IEEE Transactions on Evolutionary Computation, 16 :769-786 >DOI

Nguyen TT, Yang S, Branke J. 2012. Evolutionary dynamic optimization: A survey of the state of the art Swarm and Evolutionary Computation, 6 :1 - 24-1 - 24 >DOI

Yang S, Jiang Y, Nguyen TT. 2012. Metaheuristics for Dynamic Combinatorial Optimization Problems IMA Journal of Management Mathematics,

Nguyen TT. 2011. Continuous Dynamic Optimisation Using Evolutionary Algorithms

Nguyen TT. 2011. Continuous Dynamic Optimisation Using Evolutionary Algorithms

Nguyen TT. 2011. Continuous Dynamic Optimisation Using Evolutionary Algorithms

Nguyen TT, Yao X. 2008. An experimental study of hybridizing cultural algorithms and local search. International journal of neural systems, 18 :1-17 >DOI

Nguyen TT, Yao X. 2008. An experimental study of hybridizing cultural algorithms and local search. International journal of neural systems, 18 :1-17 >DOI

Nguyen TT, Yao X. 2008. An experimental study of hybridizing cultural algorithms and local search. International journal of neural systems, 18 :1-17 >DOI

Journal article

Li C, Nguyen TT, Yang M, Yang S, Zeng S. 2015. Multi-population methods in unconstrained continuous dynamic environments: The challenges INFORMATION SCIENCES, 296 :95-118 >DOI >Link >Public Url

Nguyen TT, Jenkinson I, Yang Z. 2015. An Experimental Study of Combining Evolutionary Algorithms with KD-Tree to Solving Dynamic Optimisation Problems :857-868 >DOI >Public Url

Alkhatib SF, Darlington R, Yang Z, Nguyen TT. 2015. A novel technique for evaluating and selecting logistics service providers based on the logistics resource view Expert Systems with Applications, 42 :6976-6989 >DOI >Public Url

Li C, Nguyen TT, Yang M, Yang S, Zeng S. 2015. Multi-population methods in unconstrained continuous dynamic environments: The challenges INFORMATION SCIENCES, 296 :95-118 >DOI >Link >Public Url

Nguyen TT, Jenkinson I, Yang Z. 2015. An Experimental Study of Combining Evolutionary Algorithms with KD-Tree to Solving Dynamic Optimisation Problems :857-868 >DOI >Public Url

Alkhatib SF, Darlington R, Yang Z, Nguyen TT. 2015. A novel technique for evaluating and selecting logistics service providers based on the logistics resource view Expert Systems with Applications, 42 :6976-6989 >DOI >Public Url

Li C, Nguyen TT, Yang M, Yang S, Zeng S. 2015. Multi-population methods in unconstrained continuous dynamic environments: The challenges INFORMATION SCIENCES, 296 :95-118 >DOI >Link >Public Url

Nguyen TT, Jenkinson I, Yang Z. 2015. An Experimental Study of Combining Evolutionary Algorithms with KD-Tree to Solving Dynamic Optimisation Problems :857-868 >DOI >Public Url

Alkhatib SF, Darlington R, Yang Z, Nguyen TT. 2015. A novel technique for evaluating and selecting logistics service providers based on the logistics resource view Expert Systems with Applications, 42 :6976-6989 >DOI >Public Url

Kavakeb S, Nguyen TT, Yang Z, Jenkinson I. 2014. Identifying the Robust Number of Intelligent Autonomous Vehicles in Container Terminals :829-840 >DOI

Kavakeb S, Nguyen TT, Yang Z, Jenkinson I. 2014. Identifying the Robust Number of Intelligent Autonomous Vehicles in Container Terminals :829-840 >DOI

Kavakeb S, Nguyen TT, Yang Z, Jenkinson I. 2014. Identifying the Robust Number of Intelligent Autonomous Vehicles in Container Terminals :829-840 >DOI

Li C, Yang S, Nguyen TT. 2012. A Self-Learning Particle Swarm Optimizer for Global Optimization Problems IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 42 :627-646 >DOI >Link

Nguyen TT, Yao X. 2012. Continuous Dynamic Constrained Optimization—The Challenges IEEE Transactions on Evolutionary Computation, 16 :769-786 >DOI

Nguyen TT, Yang S, Branke J. 2012. Evolutionary dynamic optimization: A survey of the state of the art Swarm and Evolutionary Computation, 6 :1 - 24-1 - 24 >DOI

Nguyen TT, Yao X. 2012. Solving dynamic constrained optimisation problems using stochastic ranking and repair methods IEEE Transactions on Evolutionary Computation (submitted),

Yang S, Jiang Y, Nguyen TT. 2012. Metaheuristics for Dynamic Combinatorial Optimization Problems IMA Journal of Management Mathematics,

Li C, Yang S, Nguyen TT. 2012. A Self-Learning Particle Swarm Optimizer for Global Optimization Problems IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 42 :627-646 >DOI >Link

Nguyen TT, Yao X. 2012. Continuous Dynamic Constrained Optimization—The Challenges IEEE Transactions on Evolutionary Computation, 16 :769-786 >DOI

Nguyen TT, Yang S, Branke J. 2012. Evolutionary dynamic optimization: A survey of the state of the art Swarm and Evolutionary Computation, 6 :1 - 24-1 - 24 >DOI

Nguyen TT, Yao X. 2012. Solving dynamic constrained optimisation problems using stochastic ranking and repair methods IEEE Transactions on Evolutionary Computation (submitted),

Yang S, Jiang Y, Nguyen TT. 2012. Metaheuristics for Dynamic Combinatorial Optimization Problems IMA Journal of Management Mathematics,

Li C, Yang S, Nguyen TT. 2012. A Self-Learning Particle Swarm Optimizer for Global Optimization Problems IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 42 :627-646 >DOI >Link

Nguyen TT, Yao X. 2012. Continuous Dynamic Constrained Optimization—The Challenges IEEE Transactions on Evolutionary Computation, 16 :769-786 >DOI

Nguyen TT, Yang S, Branke J. 2012. Evolutionary dynamic optimization: A survey of the state of the art Swarm and Evolutionary Computation, 6 :1 - 24-1 - 24 >DOI

Nguyen TT, Yao X. 2012. Solving dynamic constrained optimisation problems using stochastic ranking and repair methods IEEE Transactions on Evolutionary Computation (submitted),

Yang S, Jiang Y, Nguyen TT. 2012. Metaheuristics for Dynamic Combinatorial Optimization Problems IMA Journal of Management Mathematics,

Nguyen TT, Yao X. 2008. An experimental study of hybridizing cultural algorithms and local search. International journal of neural systems, 18 :1-17 >DOI

Nguyen TT, Yao X. 2008. An experimental study of hybridizing cultural algorithms and local search. International journal of neural systems, 18 :1-17 >DOI

Nguyen TT, Yao X. 2008. An experimental study of hybridizing cultural algorithms and local search. International journal of neural systems, 18 :1-17 >DOI

Alkhatib S, Darlington R, Nguyen TT. Logistics service providers (LSPs) evaluation and selection: Literature review and framework development Strategic Outsourcing: an international journal, >Link >Public Url

Alkhatib S, Darlington R, Nguyen TT. Logistics service providers (LSPs) evaluation and selection: Literature review and framework development Strategic Outsourcing: an international journal, >Link >Public Url

Alkhatib S, Darlington R, Nguyen TT. Logistics service providers (LSPs) evaluation and selection: Literature review and framework development Strategic Outsourcing: an international journal, >Link >Public Url

Book

Mora AM, Squillero G, Agapitos A, Burelli P, Bush WS, Cagnoni S, Cotta C, De Falco I, Cioppa AD, Divina F, Eiben AE, Esparcia-Alcázar AI, de Vega FF, Glette K, Haasdijk E, Hidalgo JI, Kampouridis M, Kaufmann P, Mavrovouniotis M, Nguyen TT, Schaefer R, Sim K, Tarantino E, Urquhart N, Zhang M. 2015. Applications of evolutionary computation: 18th European Conference, EvoApplications 2015 Copenhagen, Denmark, April 8–10, 2015 proceedings 9028 9783319165486 >DOI

Mora AM, Squillero G, Agapitos A, Burelli P, Bush WS, Cagnoni S, Cotta C, De Falco I, Cioppa AD, Divina F, Eiben AE, Esparcia-Alcázar AI, de Vega FF, Glette K, Haasdijk E, Hidalgo JI, Kampouridis M, Kaufmann P, Mavrovouniotis M, Nguyen TT, Schaefer R, Sim K, Tarantino E, Urquhart N, Zhang M. 2015. Applications of evolutionary computation: 18th European Conference, EvoApplications 2015 Copenhagen, Denmark, April 8–10, 2015 proceedings 9028 9783319165486 >DOI

Mora AM, Squillero G, Agapitos A, Burelli P, Bush WS, Cagnoni S, Cotta C, De Falco I, Cioppa AD, Divina F, Eiben AE, Esparcia-Alcázar AI, de Vega FF, Glette K, Haasdijk E, Hidalgo JI, Kampouridis M, Kaufmann P, Mavrovouniotis M, Nguyen TT, Schaefer R, Sim K, Tarantino E, Urquhart N, Zhang M. 2015. Applications of evolutionary computation: 18th European Conference, EvoApplications 2015 Copenhagen, Denmark, April 8–10, 2015 proceedings 9028 9783319165486 >DOI

Conference publication

Kavakeb S, Trung TN, Benmerikhi M, Yang Z, Jenkinson I. 2014. An Improved Memetic Algorithm to Enhance the Sustainability and Reliability of Transport in Container Terminals 2014 SEVENTH IEEE SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE FOR SECURITY AND DEFENSE APPLICATIONS (CISDA), 7th IEEE Symposium on Computational Intelligence for Security and Defense Applications (IEEE-CISDA) :59-66 >Link >Public Url

Kavakeb S, Trung TN, Benmerikhi M, Yang Z, Jenkinson I. 2014. An Improved Memetic Algorithm to Enhance the Sustainability and Reliability of Transport in Container Terminals 2014 SEVENTH IEEE SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE FOR SECURITY AND DEFENSE APPLICATIONS (CISDA), 7th IEEE Symposium on Computational Intelligence for Security and Defense Applications (IEEE-CISDA) :59-66 >Link >Public Url

Kavakeb S, Trung TN, Benmerikhi M, Yang Z, Jenkinson I. 2014. An Improved Memetic Algorithm to Enhance the Sustainability and Reliability of Transport in Container Terminals 2014 SEVENTH IEEE SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE FOR SECURITY AND DEFENSE APPLICATIONS (CISDA), 7th IEEE Symposium on Computational Intelligence for Security and Defense Applications (IEEE-CISDA) :59-66 >Link >Public Url

Nguyen TT, Yao X. 2009. Benchmarking and Solving Dynamic Constrained Problems Proceedings of the IEEE Congress on Evolutionary Computation CEC2009, :690-697-690-697

Nguyen TT, Yao X. 2009. Dynamic Time-linkage Problems Revisited Giacobini M, Machado P, Brabazon A, McCormack J, others . European Workshops on Applications of Evolutionary Computation, EvoWorkshops, 5484 :735-744-735-744

Singh HK, Isaacs A, Nguyen TT, Ray T, Yao X. 2009. Performance of Infeasibility Driven Evolutionary Algorithm (IDEA) on Constrained Dynamic Single Objective Optimization Problems Proceedings of the IEEE Congress on Evolutionary Computation CEC2009, :3127-3134-3127-3134

Nguyen TT, Yao X. 2009. Benchmarking and Solving Dynamic Constrained Problems Proceedings of the IEEE Congress on Evolutionary Computation CEC2009, :690-697-690-697

Nguyen TT, Yao X. 2009. Dynamic Time-linkage Problems Revisited Giacobini M, Machado P, Brabazon A, McCormack J, others . European Workshops on Applications of Evolutionary Computation, EvoWorkshops, 5484 :735-744-735-744

Singh HK, Isaacs A, Nguyen TT, Ray T, Yao X. 2009. Performance of Infeasibility Driven Evolutionary Algorithm (IDEA) on Constrained Dynamic Single Objective Optimization Problems Proceedings of the IEEE Congress on Evolutionary Computation CEC2009, :3127-3134-3127-3134

Nguyen TT, Yao X. 2009. Benchmarking and Solving Dynamic Constrained Problems Proceedings of the IEEE Congress on Evolutionary Computation CEC2009, :690-697-690-697

Nguyen TT, Yao X. 2009. Dynamic Time-linkage Problems Revisited Giacobini M, Machado P, Brabazon A, McCormack J, others . European Workshops on Applications of Evolutionary Computation, EvoWorkshops, 5484 :735-744-735-744

Singh HK, Isaacs A, Nguyen TT, Ray T, Yao X. 2009. Performance of Infeasibility Driven Evolutionary Algorithm (IDEA) on Constrained Dynamic Single Objective Optimization Problems Proceedings of the IEEE Congress on Evolutionary Computation CEC2009, :3127-3134-3127-3134

Nguyen TT, Yao X. 2006. Hybridizing cultural algorithms and local search Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning, :586-594

Nguyen TT, Yao X. 2006. Hybridizing cultural algorithms and local search Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning, :586-594

Nguyen TT, Yao X. 2006. Hybridizing cultural algorithms and local search Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning, :586-594

Nguyen TT, Yang Z, Bonsall S. Dynamic Time-Linkage Problems - The Challenges IEEE RIVF International Conference on Computing and Communication Technologies, Research, Innovation, and Vision for the Future,

Nguyen TT, Yang Z, Bonsall S. Dynamic Time-Linkage Problems - The Challenges IEEE RIVF International Conference on Computing and Communication Technologies, Research, Innovation, and Vision for the Future,

Nguyen TT, Yang Z, Bonsall S. Dynamic Time-Linkage Problems - The Challenges IEEE RIVF International Conference on Computing and Communication Technologies, Research, Innovation, and Vision for the Future,

Chapters

Nguyen TT, Yao X. 2013. Dynamic Time-Linkage Evolutionary Optimization: Definitions and Potential Solutions Alba E, Nakib A, Siarry P. Metaheuristics for Dynamic Optimization 433 :371-395-371-395 Springer Berlin Heidelberg 978-3-642-30664-8 >DOI

Yang S, Nguyen TT, Li C. 2013. Evolutionary dynamic optimization: Test and evaluation environments 490 :3-37 9783642384158 >DOI

Nguyen TT, Yang S, Branke J, Yao X. 2013. Evolutionary dynamic optimization: Methodologies 490 :39-64 9783642384158 >DOI

Nguyen TT, Yao X. 2013. Evolutionary optimization on continuous dynamic constrained problems - An analysis 490 :193-217 9783642384158 >DOI

Nguyen TT, Yao X. 2013. Dynamic Time-Linkage Evolutionary Optimization: Definitions and Potential Solutions Alba E, Nakib A, Siarry P. Metaheuristics for Dynamic Optimization 433 :371-395-371-395 Springer Berlin Heidelberg 978-3-642-30664-8 >DOI

Yang S, Nguyen TT, Li C. 2013. Evolutionary dynamic optimization: Test and evaluation environments 490 :3-37 9783642384158 >DOI

Nguyen TT, Yang S, Branke J, Yao X. 2013. Evolutionary dynamic optimization: Methodologies 490 :39-64 9783642384158 >DOI

Nguyen TT, Yao X. 2013. Evolutionary optimization on continuous dynamic constrained problems - An analysis 490 :193-217 9783642384158 >DOI

Nguyen TT, Yao X. 2013. Dynamic Time-Linkage Evolutionary Optimization: Definitions and Potential Solutions Alba E, Nakib A, Siarry P. Metaheuristics for Dynamic Optimization 433 :371-395-371-395 Springer Berlin Heidelberg 978-3-642-30664-8 >DOI

Yang S, Nguyen TT, Li C. 2013. Evolutionary dynamic optimization: Test and evaluation environments 490 :3-37 9783642384158 >DOI

Nguyen TT, Yang S, Branke J, Yao X. 2013. Evolutionary dynamic optimization: Methodologies 490 :39-64 9783642384158 >DOI

Nguyen TT, Yao X. 2013. Evolutionary optimization on continuous dynamic constrained problems - An analysis 490 :193-217 9783642384158 >DOI

Thesis/Dissertation

Nguyen TT. 2011. Continuous Dynamic Optimisation Using Evolutionary Algorithms

Nguyen TT. 2011. Continuous Dynamic Optimisation Using Evolutionary Algorithms

Nguyen TT. 2011. Continuous Dynamic Optimisation Using Evolutionary Algorithms

Report

Li C, Yang S, Nguyen TT, Yu EL, Yao X, Jin Y, Beyer H-G, Suganthan PN. 2008. Benchmark Generator for CEC 2009 Competition on Dynamic Optimization

Li C, Yang S, Nguyen TT, Yu EL, Yao X, Jin Y, Beyer H-G, Suganthan PN. 2008. Benchmark Generator for CEC 2009 Competition on Dynamic Optimization

Li C, Yang S, Nguyen TT, Yu EL, Yao X, Jin Y, Beyer H-G, Suganthan PN. 2008. Benchmark Generator for CEC 2009 Competition on Dynamic Optimization