Current
Doctor of Philosophy - PhD (Computer Science)
Master of Science - MSc (Computer Science)
Bachelor of Computer Science - BCompSc
- Fung Chey - Dynamic combinatorial optimization based on reinforcement learning with graph neural network [research mode / supervisor].
- Zhao Chunsheng - Deep reinforcement learning for solving multi-objective flexible job shop scheduling problem [research mode / supervisor].
- Thevendran Marimuthu - Deep neural combinatorial optimization using quantum matrix computations [research mode / supervisor].
- Kelvin Lim Ching Wei - Solving the dial-a-ride problem using a hybrid of metaheuristic and machine learning [research mode / supervisor].
- Motasem Mohammad Yaqoob Al Smadi - Modified NSGA-III as a many-objective optimization technique for ab initio protein structure prediction [research mode / supervisor].
- Tang Li - Multi-modal multi-objective optimization algorithm based on cluster intelligence and its application in emergency material dispatching [research mode / supervisor].
Master of Science - MSc (Computer Science)
- Yeoh Jocelyn - Manufacturing scheduling with computational intelligence approach [research mode / supervisor].
- Lee Zong Yang - A comparative study of using metaheuristics in solving combinatorial optimization problems [mixed mode / dissertation / supervisor].
Bachelor of Computer Science - BCompSc
- Hana Shah Faizal Shah - Solving vehicle routing problem using google or-tools intelligent computing [final year project / supervisor].
- Luo Yujie - Merchandise recognition system in retail industry [final year project / supervisor].
- Teh Zhen Jun - e-Hailing bus booking app ver 2.0 [final year project / supervisor].
- Tneoh Chuan You - ReAlloc - A web-based optimized food allocation system using adaptive heuristics [final year project / supervisor].
- Vishalline Karunamurthy - Facial recognition attendance system [final year project / supervisor].
Graduated
Doctor of Philosophy - PhD (Computer Science)
Master of Science - MSc (Computer Science)
Master of Science - MSc (Data Science & Analytics)
Bachelor of Computer Science - BCompSc
- [2022] Dr. Chuah How Siang - A multi-objective evolutionary algorithm based on decomposition for continuous optimization using a step-function technique [research mode / supervisor].
- [2019] Dr. Choong Shin Siang - Design of pertubative hyper-heuristic for combinatorial optimisation [research mode / supervisor].
- [2015] Dr. Basem O. Alijla - Modified and ensemble intelligent water drop algorithms and their applications [research mode / co-supervisor].
Master of Science - MSc (Computer Science)
- [2023] Kelvin Lim Ching Wei - A simulated annealing-based hyper-heuristic for the flexible job shop scheduling problem [research mode / supervisor].
- [2022] Li Tengfei - Optimizing computation offloading in edge computing using hybrid ant colony optimization and genetic algorithm [mixed mode / dissertation / supervisor].
- [2022] Yong Wei Lun - A multi-objective optimization for computation offloading in edge computing [mixed mode / dissertation / supervisor].
- [2020] Ooi Yoong Chean - Constant-distance based neighbours for multi-objective evolutionary algorithm based on decomposition with dynamic weight vector adjustment [mixed mode / dissertation / supervisor].
- [2017] Beh Ee King - Solving job shop scheduling problem with sequence dependent setup time using hyper-heuristic [mixed mode / dissertation / supervisor].
- [2017] Kee Chee Yau - Multi-label classification of estimated time of arrival with ensemble neural networks in bus transportation network [mixed mode / dissertation / supervisor].
- [2015] Cheah Siew Lee - A bee colony optimization algorithm with frequent-closed-pattern-based pruning strategy for traveling salesman problem [mixed mode / dissertation / supervisor].
- [2015] Choo Wai Mun - A bee colony optimization with local search based on bottleneck machine for job shop scheduling problem [mixed mode / dissertation / supervisor].
- [2015] Choong Shin Siang - A dynamic fuzzy-based dance mechanism in the bee colony optimization algorithm [mixed mode / dissertation / supervisor].
- [2014] Tan Seng Chye - The artificial bee colony algorithm with dynamic dance exploitation scheme [mixed mode / dissertation / supervisor].
Master of Science - MSc (Data Science & Analytics)
- [2023] Chuah Chuin Ming - Interactive dashboard and predictive analysis for supply chain management and logistics [coursework mode / consultancy project & practicum / supervisor].
- [2023] Beh Boon Seng - Operations scheduling in calibration lab [coursework mode / consultancy project & practicum / supervisor].
- [2022] Lau Wei Theng - Demand forecasting and affinity analysis in wholesale business [coursework mode / consultancy project & practicum / supervisor].
- [2022] Lim Hang Thing - Big data analytics in container yard storage capacity [coursework mode / consultancy project & practicum / supervisor].
- [2022] Yong Zi Hao - Production scheduling system with optimization algorithms [coursework mode / consultancy project & practicum / supervisor].
- [2021] Andre Chua Rin Seng - Integrated-intelligent performance and analytics dashboard [coursework mode / consultancy project & practicum / supervisor].
- [2021] Tye Yi Wei - A prediction-based optimization model for portfolio of precious metals [coursework mode / consultancy project & practicum / supervisor].
- [2020] Chin Liang Nan - Forecasting quantity of daily loadout row [coursework mode / consultancy project & practicum / supervisor].
- [2019] Tan Zan Sang - Materials Movement Request Cost Prediction [coursework mode / consultancy project & practicum / supervisor].
- [2018] Tan Mei Shih - Predicting oil palm yield, land expansion and future fertilizer nutrient requirements by mature oil palm in Southeast Asia [coursework mode / consultancy project & practicum / supervisor].
Bachelor of Computer Science - BCompSc
- [2023] Loh Wen Hao - E-hailing bus booking app [final year project / supervisor].
- [2023] Lee Hui Ying - A data-driven approach for production scheduling [final year project / supervisor].
- [2023] Heng Kai Xuan - Postgraduate practicum management system (PPMS) - Practicum report management [final year project / supervisor].
- [2023] Lim Shek Mun - Postgraduate practicum management system (PPMS) - Practicum hosting & placement [final year project / supervisor].
- [2023] Teoh Yu Fei - Postgraduate practicum management system (PPMS) - Practicum presentation scheduling [final year project / supervisor].
- [2022] Lim Chang Lap - Food delivery order dispatching system [final year project / supervisor].
- [2022] Ng Siew Cong - Student presentation scheduling system [final year project / supervisor].
- [2022] Ong Joo Hom - Design of dispatching rules for flexible job shop using graph neural network reinforcement learning [final year research project / supervisor].
- [2022] Wu Jiexun - Intelligent cinema ticketing system [final year project / supervisor].
- [2021] Ng Yen Ting - Intelligent commercial refrigerator [final year project / supervisor].
- [2021] Wong Chee Cing - Production scheduling for high-mix-low-volume (HMLV) manufacturing [final year project / supervisor].
- [2021] Beh Chaw Ming - Smart route planner v2 [final year project / supervisor].
- [2020] Beh Boon Seng - Smart route planner v1 [final year project / supervisor].
- [2020] Chong Zhen Li - Fine-grained vehicle analytics system [final year project / supervisor].
- [2020] Kang Li Yuan - Rapid Penang smart journey planner V2 [final year project / supervisor].
- [2020] Poong Ka Tsun - An automated production scheduling for high-mix-low-volume production environment [final year project / supervisor].
- [2019] Chee Corey - Training game for lean six sigma [final year project / supervisor].
- [2019] Ho Xiao Yun - Penang museums tour advisor [final year project / supervisor].
- [2019] Kelvin Lim Ching Wei - Rapid Penang smart journey planner V1 [final year project / supervisor].
- [2019] Ng Yoke Kuan - Penang traveling companion V2 [final year project / supervisor].
- [2019] Tan Chong Gee - Machine learning-based approach for parameter control and local search pruning in metaheuristic [final year research project / supervisor].
- [2017] Lim Wui Koon - Smart waiter [final year project / supervisor].
- [2017] Ng Charn Chuen - Penang traveling companion V1 [final year project / supervisor].
- [2017] Tan Jun Keat - Storage and computing resource forecast system [final year project / supervisor].
- [2016] Lau Yong Sern - Automated job scheduling and dispatching [final year research project / supervisor].
- [2016] Chia Siu Ting - Multi-modal journey planning using evolutionary algorithms [final year project / supervisor].
- [2015] Yong Kar Wei - Dynamic dance artificial bee colony algorithm with various dance retrieval schemes [final year research project / supervisor].
- [2015] Yeow Lih Wen - System architecture and passenger route guidance for multimodal transportation [final year research project / supervisor].
- [2015] Lim Keng Hung - Smart visitor management system (reception & map) [final year project / supervisor].
- [2015] Lim Kel Vin - Smart visitor management system (place finder) [final year project / supervisor].
- [2014] Wong Wan Ping - Shopping mall emergency evacuation routing system (RFID-based indoor positioning system) [final year project / supervisor].
- [2014] Loh See Niang - Shopping mall emergency evacuation routing system (indoor routing) [final year project / supervisor].
- [2014] Jonathan Ng Zhen Yuan - Shopping mall emergency evacuation routing system (indoor mapping) [final year project / supervisor].
- [2014] Wun Moon Hong - Solving the sequential ordering problem using bee colony optimization algorithm [final year research project / supervisor].
- [2014] Ow Chee Yee - A bee colony optimization algorithm with n5 neighborhood swap based on tardy machines [final year research project / supervisor].
- [2013] Xia Tian - Bee colony optimization - A generic framework development [final year project / supervisor].
- [2013] Ng Soon Siang - A bee colony optimization algorithm with an enhanced 2-opt local search [final year project / supervisor].