Wong Li Pei, Associate Professor Dr. 

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  Associate Professor

  Email : This email address is being protected from spambots. You need JavaScript enabled to view it.

  Tel : +604 653 4751
  Fax : +604 653 3335
  Room : 523
  
  School of Computer Sciences, Universiti Sains Malaysia, 11800 USM, Pulau Pinang

  Research Cluster

  Data To Knowledge

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  Research Interest

  Metaheuristics, scheduling and optimization in the areas of manufacturing, logistic, timetabling, supply chain, seaport and transportation management.

  Specialization

  • Operations research
  • Scheduling and timetabling

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Qualifications

Bachelor of Computer Science (Hons), Universiti Sains Malaysia.
Master of Science (Computer Science), Universiti Sains Malaysia.
Ph.D., Nanyang Technological University (NTU), Singapore. 

Interests

Metaheuristics, scheduling and optimization in the areas of manufacturing, logistic, timetabling, supply chain, seaport and transportation management. 

Projects

Solving Multimodal Trasportation Problem as a Multiobjective Optimization Problem using a Nature Inspired Algorithm: A Study on Penang Public Transportation

Integrating The Bee Colony Optimization framework With A Frequency-Based Pruning Strategy

 

Publications

2019

Choong, S.S., Wong, L.-P., Lim, C.P. An artificial bee colony algorithm with a Modified Choice Function for the traveling salesman problem (2019) Swarm and Evolutionary Computation, 44, pp. 622-635. DOI: 10.1016/j.swevo.2018.08.004

2018

Choong, S.S., Wong, L.-P., Lim, C.P. A dynamic fuzzy-based dance mechanism for the bee colony optimization algorithm (2018) Computational Intelligence, 34 (4), pp. 999-1024. DOI: 10.1111/coin.12159

Choong, S.S., Wong, L.-P., Lim, C.P. Automatic design of hyper-heuristic based on reinforcement learning (2018) Information Sciences, 436-437, pp. 89-107. DOI: 10.1016/j.ins.2018.01.005

Alijla, B.O., Lim, C.P., Wong, L.-P., Khader, A.T., Al-Betar, M.A. An ensemble of intelligent water drop algorithm for feature selection optimization problem (2018) Applied Soft Computing Journal, 65, pp. 531-541. DOI: 10.1016/j.asoc.2018.02.003

2017

Choong, S.S., Wong, L.-P., Lim, C.P. An artificial bee colony algorithm with a modified choice function for the traveling salesman problem (2017) 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017, 2017-January, pp. 357-362. DOI: 10.1109/SMC.2017.8122629

Kee, C.Y., Wong, L.-P., Khader, A.T., Hassan, F.H. Multi-label classification of estimated time of arrival with ensemble neural networks in bus transportation network (2017) 2017 2nd IEEE International Conference on Intelligent Transportation Engineering, ICITE 2017, , pp. 150-154. DOI: 10.1109/ICITE.2017.8056898

Chuah, H.S., Wong, L.-P., Hassan, F.H. Swap-based discrete firefly algorithm for traveling salesman problem (2017) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10607 LNAI, pp. 409-425. DOI: 10.1007/978-3-319-69456-6_34

2016

Wong, L.-P., Choong, S.S. A Bee Colony Optimization algorithm with Frequent-closed-pattern-based Pruning Strategy for Traveling Salesman Problem (2016) TAAI 2015 - 2015 Conference on Technologies and Applications of Artificial Intelligence, , pp. 308-314. DOI: 10.1109/TAAI.2015.7407122

Choo, W.M., Wong, L.-P., Khader, A.T. A modified bee colony optimization with local search approach for job shop scheduling problems relevant to bottleneck machines (2016) International Journal of Advances in Soft Computing and its Applications, 8 (2), pp. 52-78. DOI:

2015

Alijla, B.O., Wong, L.-P., Lim, C.P., Khader, A.T., Al-Betar, M.A. An ensemble of intelligent water drop algorithms and its application to optimization problems (2015) Information Sciences, 325, pp. 175-189. DOI: 10.1016/j.ins.2015.07.023

Khalaf, Z.A., Tan, T.-P., Wong, L.-P. A grapheme and phone rescoring combination system for Malay broadcast news recognition (2015) 2015 IEEE China Summit and International Conference on Signal and Information Processing, ChinaSIP 2015 - Proceedings, , pp. 353-357. DOI: 10.1109/ChinaSIP.2015.7230423

Khalaf, Z.A., Tan, T.-P., Wong, L.-P., Ahmed, B.H. A. A system combination for malay broadcast news transcription (2015) Jurnal Teknologi, 77 (19), pp. 35-44. DOI: 10.11113/jt.v77.6511

2014

Alijla, B.O., Wong, L.-P., Lim, C.P., Khader, A.T., Al-Betar, M.A. A modified Intelligent Water Drops algorithm and its application to optimization problems (2014) Expert Systems with Applications, 41 (15), pp. 6555-6569. DOI: 10.1016/j.eswa.2014.05.010

Wong, L.-P., Khader, A.T., Al-Betar, M.A., Tan, T.-P. Solving asymmetric traveling salesman problems using a generic bee colony optimization framework with insertion local search (2014) International Conference on Intelligent Systems Design and Applications, ISDA, , pp. 20-27. DOI: 10.1109/ISDA.2013.6920757

Wun, M.H., Wong, L.-P., Khader, A.T., Tan, T.-P. A bee colony optimization with automated parameter tuning for sequential ordering problem (2014) 2014 4th World Congress on Information and Communication Technologies, WICT 2014, , pp. 314-319. DOI: 10.1109/WICT.2014.7077286

2011

Wong, L.-P., Low, M.Y.H., Chong, C.S. Finding the shortest Hamiltonian circuit of selected places in Penang using a generic Bee Colony Optimization framework (2011) Proceedings - 2011 6th International Conference on Bio-Inspired Computing: Theories and Applications, BIC-TA 2011, , pp. 51-57. DOI: 10.1109/BIC-TA.2011.5

Abdullah, R., Khader, A.T., Venkat, I., Wong, L.-P. Preface (2011) Proceedings - 2011 6th International Conference on Bio-Inspired Computing: Theories and Applications, BIC-TA 2011, , pp. -. DOI: 10.1109/BIC-TA.2011.60

2010

Wong, L.-P., Puan, C.Y., Low, M.Y.H., Wong, Y.W., Chong, C.S. Bee colony optimisation algorithm with big valley landscape exploitation for job shop scheduling problems (2010) International Journal of Bio-Inspired Computation, 2 (2), pp. 85-99. DOI: 10.1504/IJBIC.2010.032125

Wong, L.-P., Hean Low, M.Y., Chong, C.S. A generic bee colony optimization framework for combinatorial optimization problems (2010) AMS2010: Asia Modelling Symposium 2010 - 4th International Conference on Mathematical Modelling and Computer Simulation, , pp. 144-151. DOI: 10.1109/AMS.2010.41

Wong, L.-P., Low, M.Y.H., Chong, C.S. Bee colony optimization with local search for traveling salesman problem (2010) International Journal on Artificial Intelligence Tools, 19 (3), pp. 305-334. DOI: 10.1142/S0218213010000200

2009

Wong, L.-P., Hean Low, M.Y., Chong, C.S. An efficient bee colony optimization algorithm for traveling salesman problem using frequency-based pruning (2009) IEEE International Conference on Industrial Informatics (INDIN), , pp. 775-782. DOI: 10.1109/INDIN.2009.5195901

2008

Wong, L.-P., Puan, C.Y., Low, M.Y.H., Chong, C.S. Bee colony optimization algorithm with big valley landscape exploitation for job shop scheduling problems (2008) Proceedings - Winter Simulation Conference, , pp. 2050-2058. DOI: 10.1109/WSC.2008.4736301

Wong, L.-P., Low, M.Y.H., Chong, C.S. Bee Colony Optimization with local search for Traveling Salesman Problem (2008) IEEE International Conference on Industrial Informatics (INDIN), , pp. 1019-1025. DOI: 10.1109/INDIN.2008.4618252

Wong, L.-P., Low, M.Y.H., Chong, C.S. A bee colony optimization algorithm for traveling salesman problem (2008) Proceedings - 2nd Asia International Conference on Modelling and Simulation, AMS 2008, , pp. 818-823. DOI: 10.1109/AMS.2008.27

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