RESEARCHER
RESEARCH TITLE
RESEARCHER INFO
Associate Prof. Dr.
Ruzelan Bin Khalid
UUM College of Arts and Sciences
Sains Kuantitatif
ruzelan@uum.edu.my
049286303
View CV
RESEARCH PROFILE
Scopus
Publons
ORCiD
Research Gate
Google Scholar
ACADEMIC QUALIFICATION
1
2013, PhD Sains Komputer, University of Canterbury, New Zealand
2
2002, Master of Science Sains Pemutusan, Pusat Pengajian Sains Kuantitatif, Universiti Utara Malaysia
3
1998, Bachelor Degree Sains Gunaan (Pengiraaan Matematik dan RGBK), Pusat Pengajian Sains Matematik, Universiti Sains Malaysia
AWARD
1
Gold Medal, Politeknik Sultan Abdul Halim Muadzam Shah, 2025, Kebangsaan
2
Fasilitator Bengkel Time Motion Study, Perpusatakaan Sultan Abdul Samad, Universiti Putra Malaysia, 2019, Kebangsaan
3
Reviewer for Journal of Simulation (ISI Journal), Springer, 2017, Antarabangsa
4
Reviewer for Expert Systems with Applications (ISI Journal), Elsevier, 2017, Antarabangsa
5
Reviewer for the Journal of Discrete Dynamics in Nature and Society, HINDAWI PUBLISHER, 2017, Antarabangsa
6
Reviewer for the Journal of Optimal Control Applications and Methods, John Wiley Publisher, 2016, Kebangsaan
7
Reviewer for Journal of Simulation, PALGRAVE-MCMILLAN PUBLISHER, 2016, Antarabangsa
8
Reviewer for International Journal of Procurement Management (IJPM), INDERSCIENCE PUBLISHER, 2016, Antarabangsa
9
Reviewer for Jurnal Teknologi, Universiti Teknologi Malaysia, 2015, Kebangsaan
10
The International Conference and Exposition on Inventions by Institutions of Higher Learning, Universiti Pendidikan Sultan Idris, 2015, Kebangsaan
11
Invention, Innovation & Design Exposition (iidex2015), UiTM, 2015, Kebangsaan
12
National Innovation and Invention Competition through Exhibition, Politeknik Sultan Abdul Halim Muadzam Shah, 2015, Kebangsaan
13
International Innovation, Design and Articulation for the project, UiTM, 2014, Kebangsaan
RECOGNITION
1
AKADEMIK,Journal Article Reviewer,Antarabangsa,2024
2
KEYNOTE SPEAKER, KEYNOTE SPEAKER,Antarabangsa,2022
3
PENILAI ARTIKEL,PENIILAI ARTIKEL,Antarabangsa,2022
4
REVIEWER,Penilai kertas kerja ICOQSIA2020,Antarabangsa,2020
5
MATEMATIK,Paper Reviwer,Antarabangsa,2025
6
AKADEMIK,PAPER REVIEWER OF Modeling of Self-Service Laundry,Antarabangsa,2024
7
AKADEMIK,PAPER REVIEWER OF GENETIC ALGORITHM,Antarabangsa,2024
8
AKADEMIK,Reviewer,Antarabangsa,2023
9
PENILAI ARTIKEL,PENILAI ARTIKEL,Antarabangsa,2024
10
PENILAI ARTIKEL,PENILAI ARTIKEL,Antarabangsa,2024
11
PANEL PENILAI,Penilai Manuskrip,Antarabangsa,2022
12
PANEL PENILAI,Penilai kertas kerja,Kebangsaan,2021
13
AKADEMIK,Facilitator Time Motion Study Workshop,Kebangsaan,2019
14
AKADEMIK,Speaker Webinar: Simulation Modeling in Arena,Kebangsaan,2020
15
AKADEMIK,Speaker Webinar: Simulation and Its Applications,Kebangsaan,2020
16
MATEMATIK,Pengerusi Sesi ICOQSIA2020,Kebangsaan,2020
17
AKADEMIK,Journal Reviewer,Kebangsaan,2024
18
EXAMINER OF VIVA,INTERNAL PHD THESIS EXAMINER,Universiti,2026
19
EDITOR,EDITOR IN CHIEF,Universiti,2027
20
PEMERIKSA LUAR,Pemeriksa Luar,Universiti,2024
21
FELO AKADEMIK,Ahli Lab 2: Peningkatan Penerbitan Artikel Scopus/,Universiti,2026
22
AKADEMIK,Penilai Artikel,Universiti,2024
23
AKADEMIK,Penilai Artikel,Universiti,2024
24
AHLI SIDANG PENGARANG,PANEL PENILAI,Universiti,2026
25
PENGERUSI SESI VIVA,PENGERUSIS SESI VIVA,Universiti,2022
26
AKADEMIK,Moderator Webinar Halatuju CoE and High Instrument,Universiti,2020
27
REVIEWER,Paper Reviewer,Universiti,2025
28
REVIEWER, Penilai Sarjana Sains Universiti Malaya,Universiti,2021
29
AKADEMIK,Host,Universiti,2025
30
MATEMATIK,Penilai,Universiti,2025
31
MATEMATIK, ,Universiti,2025
32
AKADEMIK,Chairperson,Universiti,2025
33
PENGERUSI SESI VIVA, PENGERUSI SESI VIVA PHD,Universiti,2022
34
AHLI JAWATANKUASA,Liaison Officer,Universiti,2023
35
PANEL PENILAI,PEMERIKSA TESIS,Universiti,2023
36
PENILAI GERAN PENYELIDIKAN,PENILAI GERAN PENYELIDIKAN,Universiti,2023
37
PAKAR RUJUK,Ahli,Universiti,2026
38
AKADEMIK,Pembangun SIM,Universiti,2026
39
AKADEMIK,Pemeriksa Tesis,Universiti,2026
40
AKADEMIK,PENILAII PROPPOSAL,Pusat Pengajian/Jabatan,2024
41
REVIEWER,PEMERIKSA DISERTASI,Pusat Pengajian/Jabatan,2024
42
PENYELARAS,PENYELARAS PROGRAM,Pusat Pengajian/Jabatan,2026
43
SUBJECT MATTER EXPERT (SME),PAKAR OBE,Pusat Pengajian/Jabatan,2026
44
AKADEMIK,PENILAI POSTER DAN HAKIM ANUGERAH POSTER TERBAIK S,Pusat Pengajian/Jabatan,2026
45
KEYNOTE SPEAKER,KEYNOTE SPEAKER,Pusat Pengajian/Jabatan,2022
46
REVIEWER,PENILAI LAPORAN KEMAJUAN PENYELIDIKAN,Pusat Pengajian/Jabatan,2022
47
AKADEMIK,Penilai Proposal Pelajar Sarjana Sains,Pusat Pengajian/Jabatan,2020
48
AKADEMIK,PENILAI 1+3 UUM RESEARCH COLLABORATION GRANT,Pusat Pengajian/Jabatan,2020
49
MATEMATIK,Spekaer,Pusat Pengajian/Jabatan,2025
50
AKADEMIK,Speaker,Pusat Pengajian/Jabatan,2025
51
ADVISOR,Buddy,Pusat Pengajian/Jabatan,2025
52
PANEL PENILAI,Penilai Dalaman,Pusat Pengajian/Jabatan,2025
53
PANEL PENILAI,Penilai,Pusat Pengajian/Jabatan,2025
54
FASILITATOR,Moderator,Pusat Pengajian/Jabatan,2025
55
FELO PENYELIDIK,Felo Penyelidik Institute of Strategic and Industr,Pusat Pengajian/Jabatan,2020
56
AKADEMIK,Penemu Bual,Pusat Pengajian/Jabatan,2024
57
FASILITATOR,FASILITATOR,Pusat Pengajian/Jabatan,2024
58
AKADEMIK,KETUA SEMAKAN,Pusat Pengajian/Jabatan,2025
59
PENGERUSI SESI VIVA,PENGERUSI DAN PENILAI PROGRESS PRESENTATION,Pusat Pengajian/Jabatan,2023
60
AKADEMIK,Penilai Poster,Pusat Pengajian/Jabatan,2026
61
AKADEMIK,PANEL PENEMUDUGA,Pusat Pengajian/Jabatan,2026
62
MATEMATIK,Penilai Kertas Penyelidikan,Antarabangsa,2025
63
PENCERAMAH,PENCEERAMAH,Kebangsaan,2023
64
PENGERUSI SESI VIVA,PENGERUSIS SESI VIVA,Universiti,2022
65
FELO BERSEKUTU,FELO BERSEKUTU,Universiti,2023
AREA OF EXPERTISE
Mathematical Programming And Optimisation
Operation Research/Management Science
Linear Programming
RESEARCH AREA
Discrete Event Simulation
Data Envelopment Analysis
System Performance Evaluation
OVERVIEW
I am interested in analyzing and optimizing pedestrian flow through a topological network during emergency cases using various Operations Research methods and embedding Discrete Event Simulation Systems with heuristic techniques and DEA.
PUBLICATION CHART
LIST OF PUBLICATION
Mamdooh Attallah, Prof. Madya Dr. Ruzelan Bin Khalid, Mushtaq Taleb, Prof. Madya Dr. Rosshairy Binti Abdul Rahman, (2026). Benchmarking decision-making units’ efficiency for the case of integer-valued data and fixed factors: a super efficiency slack-based measure approach .
International Journal of Mathematics in Operational Research
, 33(4), 501 - 545.
Prof. Madya Dr. Ruzelan Bin Khalid, Wan Nur Fatihah Wan Halim, (2025). Data driven optimization: Maximizing the profitability of low-performing kerepek products.
E-proceedings of The 5th Young Researchers’ Quantitative Symposium
, (), 223 - 227.
Ramziddin Kucharov, Prof. Madya Dr. Ruzelan Bin Khalid, Prof. Madya Dr. Mohd Kamal Bin Mohd Nawawi, Dr. Wan Laailatul Hanim Binti Mat Desa, Mohamad Amirrul Muqmin Bin Mohamad Isa - (Matric No: 826822), Dr. Sahubar Ali Bin Mohamed Nadhar Khan, Prof. Dr. Razamin Bt. Ramli, (2025). Integrating discrete event simulation and data envelopment analysis for system performance and efficiency evaluation.
Journal of Simulation
, 19(3), 304 - 327.
Elissa Nadia Madi, Dr. Ibrahim Mohammed Sulaiman, Maulana Malik, Prof. Madya Dr. Aida Mauziah Binti Benjamin, Awwal Muhammad Aliyu, Prof. Madya Dr. Ruzelan Bin Khalid, Prof. Madya Dr. Mohd Kamal Bin Mohd Nawawi, (2025). An efficient gradient-based algorithm with descent direction for unconstrained optimization with applications to image restoration and robotic motion control.
PeerJ Computer Science
, 11(e2783), 1 - 26.
Prof. Madya Dr. Ruzelan Bin Khalid, Gerrit K. Janssens, (2024). ON VARIANTS OF STATE-DEPENDENT QUEUEING SYSTEMS FOR EGRESS MODELLING.
INTERNATIONAL JOURNAL ON INFORMATION TECHNOLOGIES AND SECURITY
, 16(4), 37 - 48.
Prof. Madya Dr. Aida Mauziah Binti Benjamin, Dr. Ibrahim Mohammed Sulaiman, Prof. Madya Dr. Ruzelan Bin Khalid, Mustafa Mamat, Prof. Madya Dr. Mohd Kamal Bin Mohd Nawawi, (2024). A descent modification of conjugate gradient method for blurry image reconstruction and unconstrained optimization.
The 6th ISM International Statistical Conference (ISM-VI) 2023
, 3123(1), 1 - 8.
Prof. Madya Dr. Ruzelan Bin Khalid, Mushtaq Taleb, Ali Emrouznejad, Prof. Dr. Razamin Binti Ramli, Vincent Charles, (2024). An extended-directional mix-efficiency measure: Performance evaluation of OECD countries considering NetZero.
Computers and Industrial Engineering
, 189(-), 1 - 19.
Prof. Madya Dr. Mohd Kamal Bin Mohd Nawawi, Dr. Ibrahim Mohammed Sulaiman, P. Kaelo, Prof. Madya Dr. Ruzelan Bin Khalid, (2024). A DESCENT GENERALIZED RMIL SPECTRAL GRADIENT ALGORITHM FOR OPTIMIZATION PROBLEMS.
International Journal of Applied Mathematics and Computer Science
, 34(2), 225 - 233.
Prof. Madya Dr. Ruzelan Bin Khalid, Prof. Madya Dr. Mohd Kamal Bin Mohd Nawawi, Nurhanis Ishak, Md Azizul Baten, (2023). Optimising pedestrian flow in a topological network using various pairwise speed-density models.
Operations Research and Decisions
, 33(4), 53 - 69.
Prof. Madya Dr. Ruzelan Bin Khalid, Mushtaq Taleb, (2023). A two-stage network system: A slacks-based measure of super efficiency approach in DEA .
AIP CONFERENCE PROCEEDING
, 2896(1), 040022-1 - 040022-6.
Prof. Madya Dr. Ruzelan Bin Khalid, Prof. Madya Dr. Mohd Kamal Bin Mohd Nawawi, (2023). A discrete event simulation model for simulating and analyzing soy sauce production processes.
AIP Conference Proceedings
, 2896(1), 020001-1 - 020001-7.
Prof. Madya Dr. Nerda Zura Binti Zaibidi, Prof. Madya Dr. Mohd Kamal Bin Mohd Nawawi, Anis Izzatie Binti Azman - (Matric No: 905052), Mohd Hafizal Ismail, Prof. Madya Dr. Ruzelan Bin Khalid, (2023). The application of subjective weight in multi-criteria decision making in mathematics area: A bibliometric analysis .
AIP Conference Proceedings 2896
, 2896(1), 040008-1 - 040008-8.
Nurzahidah Binti Che Rosli - (Matric No: 817383), Prof. Madya Dr. Ruzelan Bin Khalid, Prof. Madya Dr. Muhammad Bin Mat Yusof, Prof. Madya Dr. Mohd Kamal Bin Mohd Nawawi, (2023). A Decision Support System for Simulating and Predicting the Impacts of Various Tournament Structures on Tournament Outcomes.
International Journal of Computer Science in Sport
, 22(1), 42 - 63.
Mushtaq Taleb, Prof. Madya Dr. Ruzelan Bin Khalid, Ali Emrouznejad, Prof. Dr. Razamin Binti Ramli, (2023). Environmental efficiency under weak disposability: an improved super efficiency data envelopment analysis model with application for assessment of port operations considering NetZero.
Environment, Development and Sustainability
, 25(7), 6627 - 6656.
Mamdooh Attallah, Prof. Madya Dr. Mohd Kamal Bin Mohd Nawawi, Mushtaq Taleb, Prof. Madya Dr. Ruzelan Bin Khalid, Prof. Dr. Razamin Binti Ramli, (2023). Evaluating efficiency and ranking of suppliers using non-radial super-efficiency data envelopment analysis with uncontrollable factors.
International Journal of Computer Mathematics: Computer Systems Theory
, 8(2), 108 - 127.
Prof. Dr. Razamin Binti Ramli, Mushtaq Taleb, Prof. Madya Dr. Ruzelan Bin Khalid, Prof. Madya Dr. Mohd Kamal Bin Mohd Nawawi, (2023). An integrated approach of discrete event simulation and a non-radial super efficiency data envelopment analysis for performance evaluation of an emergency department.
Expert Systems With Applications
, 220( 119653), 1 - 18.
Mamdooh Attallah , Prof. Dr. Razamin Bt. Ramli, Mushtaq Taleb, Prof. Madya Dr. Ruzelan Bin Khalid, (2023). Assessing and ranking the performance of higher education institutions: a non-radial super efficiency DEA approach.
International Journal of Education Economics and Development
, 14(2), 213 - 230.
Dr. Sahubar Ali Bin Mohamed Nadhar Khan, Prof. Madya Dr. Ruzelan Bin Khalid, Prof. Dr. Razamin Binti Ramli, Md Azizul Baten, (2022). Measuring rice farmers efficiency under deterministic and uncertainty situations: An enhanced slack-based DEA model.
AIP Conference Proceedings (2022)
, 2472(040011), 1 - 6.
Ts. Dr. Fazillah Binti Mohmad Kamal, Antoni Wibowo, Amalia Zahra, Prof. Madya Dr. Mohd Kamal Bin Mohd Nawawi, Prof. Madya Dr. Ruzelan Bin Khalid, (2022). Optimization and simulation methods in addressing COVID-19 physical distancing policy: A bibliometric analysis.
AIP Conference Proceedings
, 2472(), 040010-1 - 040010-7.
Prof. Madya Dr. Mohd Kamal Bin Mohd Nawawi, Antoni Wibowo, Amalia Zahra, Prof. Madya Dr. Ruzelan Bin Khalid, Prof. Madya Dr. Aida Mauziah Binti Benjamin, (2022). Physical distancing evaluation for classroom layout management during COVID-19 pandemic era.
AIP Conference Proceedings
, 2472(), 040018-1 - 040018-6.
Dr. Asmahany Binti Ramely, Antoni Wibowo, Amalia Zahra, Prof. Madya Dr. Mohd Kamal Bin Mohd Nawawi, Prof. Madya Dr. Ruzelan Bin Khalid, (2022). Systematic Literature Review on Physical Distancing Policy for Mass Gathering Events.
AIP Conference Proceedings
, 2472(), 040023-1 - 040023-6.
Shakirah Md. Sharif, Prof. Madya Dr. Ruzelan Bin Khalid, Kar Foong Tang, Suhana Jawahir, Raoul Muhammad Yusof Sibert, Prof. Madya Dr. Mohd Kamal Bin Mohd Nawawi, Ee Hong Tan, Weng Hong Fun, Sondi Sararaks, Fathullah Iqbal Ab Rahim, (2022). Applying Discrete Event Simulation to Reduce Patient Wait Times and Crowding: The Case of a Specialist Outpatient Clinic with Dual Practice System.
Healthcare
, 10(2, 189), 1 - 15.
Prof. Madya Dr. Ruzelan Bin Khalid, Prof. Madya Dr. Mohd Kamal Bin Mohd Nawawi, Prof. Madya Dr. Jafri Bin Haji Zulkepli Hew, Prof. Madya Dr. Norhaslinda Binti Zainal Abidin, (2021). Modeling in Healthcare: Selection of Simulation Types .
Universal Journal of Public Health
, 9(6), 401 - 409.
Mushtaq Taleb, Prof. Madya Dr. Ruzelan Bin Khalid, Joshua Ignatius, Dr. Mohammadreza Ghasemi, Prof. Dr. Razamin Binti Ramli, (2022). An integrated bi-objective data envelopment analysis model for measuring returns to scale.
European Journal of Operational Research
, 296(3), 967 - 979.
Prof. Madya Dr. Ruzelan Bin Khalid, Md Azizul Baten, (2020). A Stochastic Control Model of Investment and Consumption with Applications to Financial Economics.
Stochastics and Quality Control
, 35(2), 43 - 55 .
Shahzad Qaiser, Ramsha Ali - (Matric No: 823081), Prof. Madya Dr. Ruzelan Bin Khalid, (2020). A Discrete Event Simulation Analysis of the Bullwhip Effect in a Multi-Product and MultiEchelon Supply Chain of Fast Moving Consumer Goods .
Pakistan Journal of Statistics and Operation Research
, 16(3), 561 - 576.
Anton A. Kamil, Noraida A. Ghani, Luthful A. Kawsar, Prof. Madya Dr. Ruzelan Bin Khalid, Adli Mustafa, Prof. Madya Dr. Mohd Kamal Bin Mohd Nawawi, (2020). Optimal routing of pedestrian flow in a complex topological network with multiple entrances and exits .
International Journal of Systems Science
, 51(8), 1325 - 1352.
Prof. Madya Dr. Ruzelan Bin Khalid, Mohd Hanizan B Zalazilah, Prof. Madya Dr. Ahmad Yusni Bin Bahaudin, Nizamuddin Bin Zainuddin, Prof. Madya Ts. Dr. Adam Bin Mohd Saifudin, (2019). INLAND PORT LOGISTICAL ISSUES IN NORTHERN REGION OF PENINSULAR MALAYSIA.
Journal of Humanities, Language, Culture and Business
, 3(12), 51 - 65.
Prof. Dr. Razamin Binti Ramli, Prof. Madya Dr. Ruzelan Bin Khalid, (2019). Estimating the return to scale of an integer-valued data envelopment analysis model: efficiency assessment of a higher education institution.
Arab Journal of Basic and Applied Sciences
, 26(1), 144 - 152.
Prof. Dr. Razamin Binti Ramli, Muhammad Zulqarnain Hakim Bin Abd Jalal - (Matric No: 820049), Prof. Madya Dr. Mohd Kamal Bin Mohd Nawawi, Prof. Madya Dr. Ruzelan Bin Khalid, Dr. Wan Laailatul Hanim Binti Mat Desa, Dr. Waleed Khalid Abduljabbar, (2019). Road Traffic Congestion Solution using Discrete-Event Simulation.
International Journal of Innovative Technology and Exploring Engineering
, 8(5S), 53 - 57.
Prof. Madya Dr. Ahmad Yusni Bin Bahaudin, Nizamuddin Bin Zainuddin, Prof. Madya Ts. Dr. Adam Bin Mohd Saifudin, Prof. Madya Dr. Ruzelan Bin Khalid, Mohd Hanizan B Zalazilah, (2018). A CRITICAL REVIEW ON THE CRITICAL SUCCESS FACTOR OF INLAND PORT. A CASE OF NORTHERN REGION OF PENINSULAR MALAYSIA.
International Academic Conference (iAC 2018)
, (), 89 - 102.
Prof. Madya Dr. Ruzelan Bin Khalid, Prof. Madya Dr. Mohd Kamal Bin Mohd Nawawi, Mohamad Hafizan Hamid, Prof. Madya Dr. Jafri Bin Haji Zulkepli Hew, (2018). Optimizing University Shuttle Buses to Reduce Students’ Waiting Time Using a Discrete Event Simulation Technique.
International Journal of Supply Chain Management
, 7(5), 477 - 484.
Dr. Wan Laailatul Hanim Binti Mat Desa, Prof. Madya Dr. Mohd Kamal Bin Mohd Nawawi, Prof. Madya Dr. Ruzelan Bin Khalid, Muhammad Zulqarnain Hakim Bin Abd Jalal - (Matric No: 820049), (2018). Discrete-Event Simulation of Road Traffic Congestion to Support Green Supply Chain.
Jurnal Teknologi
, 7(3.20), 377 - 380.
Prof. Madya Dr. Ruzelan Bin Khalid, Dr. Rosnalini Bt. Mansor, Prof. Madya Dr. Muhammad Bin Mat Yusof, Tajularipin Sulaiman, Prof. Madya Dr. Mohamad Shukri Bin Abdul Hamid, (2018). Modelling The Effect of Changing Point Systems to Teams' Competition Standing in A Malaysian Soccer Super League.
Journal of Physics: Conference Series
, 1020(), 1 - 6.
Mushtaq Taleb Hussain, Prof. Dr. Razamin Binti Ramli, Prof. Madya Dr. Ruzelan Bin Khalid, (2018). Developing a two-stage approach of super efficiency slack-based measure in the presence of non-discretionary factors and mixed integer-valued data envelopment analysis.
Expert Systems With Applications
, 103(0), 14 - 24.
Prof. Madya Dr. Jafri Bin Haji Zulkepli Hew, Muhamad Hafizan Hamid, Prof. Madya Dr. Ruzelan Bin Khalid, Prof. Madya Dr. Mohd Kamal Bin Mohd Nawawi, (2017). Developing a Discrete Event Simulation Model for University Student Shuttle Buses .
THE 13TH IMT-GT INTERNATIONAL CONFERENCE ON MATHEMATICS, STATISTICS AND THEIR APPLICATIONS
, 1905(), 1 - 5.
Prof. Madya Dr. Mohd Kamal Bin Mohd Nawawi, Prof. Madya Dr. Ruzelan Bin Khalid, (2017). Evaluating decision making units under uncertainty using fuzzy multi‐objective nonlinear programming.
INFOR: Information Systems and Operational Research
, 55(1), 1 - 15.
Prof. Madya Dr. Mohamad Shukri Bin Abdul Hamid, Prof. Madya Dr. Muhammad Bin Mat Yusof, Prof. Madya Dr. Ruzelan Bin Khalid, Tajularipin Sulaiman, Nurzahidah Binti Che Rosli - (Matric No: 817383), Dr. Rosnalini Bt. Mansor, (2017). E-compare of Soccer Tournament Structures.
International Review of Management and Marketing
, 6(8 Special Issue), 294 - 298.
Prof. Dr. Suzilah Bt. Ismail, Prof. Madya Dr. Shamshuritawati Binti Sharif, Prof. Madya Ts. Dr. Mohd Faizal Bin Omar, Yuhaniz Binti Ahmad, Prof. Madya Dr. Ruzelan Bin Khalid, Prof. Madya Dr. Zakiyah Binti Zain, (2016). Architecture of a Scholarship System of Universiti Utara Malaysia .
Proceedings of the Innovation and Analytics Conference & Exhibition (IACE) 2016
, 1(), 154 - 159.
Prof. Madya Dr. Mohd Kamal Bin Mohd Nawawi, Prof. Madya Dr. Ruzelan Bin Khalid, (2016). The Performance of Pedestrian Flow Based on the Shortest Routes and All Available Routes .
Proceedings of the Innovation and Analytics Conference & Exhibition (IACE) 2016
, 1(), 148 - 153.
Mushtaq Taleb, Prof. Dr. Razamin Binti Ramli, Prof. Madya Dr. Ruzelan Bin Khalid, (2019). Measuring the Efficiency of Community Colleges Using Super Efficiency for the Case of Non-discretionary Factors in Data Envelopment Analysis with Sensitivity Analysis.
International Journal of Process Management and Benchmarking
, 9(2), 149 - 172.
Md Azizul Baten, Prof. Madya Dr. Md. Azizul Baten, Prof. Madya Dr. Ruzelan Bin Khalid, (2017). Extended Optimal Stochastic Production Control Model with Application to Economics.
Journal of Intelligent and Fuzzy Systems
, 32(3), 1847 - 1854.
Prof. Madya Dr. Md. Azizul Baten, Prof. Madya Dr. Ruzelan Bin Khalid, (2014). Optimal Control of a Continuous Review Production Inventory System with Gamma Distributed Deterioration.
Journal of Intelligent and Fuzzy Systems
, 27(6), 2937 - 2948.
Prof. Madya Dr. Md. Azizul Baten, Prof. Madya Dr. Ruzelan Bin Khalid, (2016). Optimal production cycle time for inventory model with linear time dependent exponential distributed deterioration.
Journal of Intelligent and Fuzzy Systems
, 30(2), 1243 - 1248.
Nurhanis Bt. Ishak - (Matric No: 809950), Prof. Madya Dr. Ruzelan Bin Khalid, Prof. Madya Dr. Mohd Kamal Bin Mohd Nawawi, (2016). Analyzing and optimizing pedestrian flow through a topological network based on M/G/C/C and network flow approaches.
Journal of Advanced Transportation
, 50(1), 96 - 119.
Prof. Madya Dr. Ruzelan Bin Khalid, Prof. Madya Dr. Mohd Kamal Bin Mohd Nawawi, Luthful A. Kawsar, Adli Mustafa, (2016). The evaluation of pedestrians’ behavior using M/G/C/C analytical, weighted distance and real distance simulation models.
Discrete Event Dynamic Systems
, 26(3), 439 - 476.
Prof. Madya Dr. Ruzelan Bin Khalid, Mushtaq Taleb Hussain - (Matric No: 95797), Prof. Dr. Razamin Binti Ramli, (2016). A HYBRID INTEGER DATA ENVELOPMENT ANALYSIS BASED ON AN ALTERNATIVE APPROACH OF SUPER SLACK BASED MEASURE FOR MEASURING SUPER EFFICIENCY AND INEFFICIENCY OF DECISION MAKING UNITS.
Far East Journal of Mathematical Sciences
, 100(1), 147 - 170 .
Prof. Dr. Razamin Binti Ramli, Lim Yai Fung - (Matric No: 900800), Hong Pei Yee, Prof. Madya Dr. Ruzelan Bin Khalid, Prof. Madya Dr. Md. Azizul Baten, (2016). Performance Evaluation of Heuristic Methods in Solving Symmetric Travelling Salesman Problems.
Journal of Artificial Intelligence
, 9(1-3), 12 - 22.
Prof. Dr. Razamin Binti Ramli, Prof. Madya Dr. Ruzelan Bin Khalid, Mushtaq Taleb Hussain - (Matric No: 95797), (2015). Investigating Data Envelopment Analysis Model with Potential Improvement for Integer Output Values.
AIP Conference Proceedings
, 1691(), 1 - 5.
Nurhanis Ishak, Prof. Madya Dr. Md. Azizul Baten, Prof. Madya Dr. Mohd Kamal Bin Mohd Nawawi, Prof. Madya Dr. Ruzelan Bin Khalid, (2015). Optimizing the Throughput of an M/G/C/C Topological Network.
AIP Conference Proceedings
, 1691(), 1 - 8.
Yuhaniz Binti Ahmad, Prof. Madya Dr. Shamshuritawati Binti Sharif, Prof. Dr. Suzilah Bt. Ismail, Prof. Madya Dr. Zakiyah Binti Zain, Prof. Madya Ts. Dr. Mohd Faizal Bin Omar, Prof. Madya Dr. Ruzelan Bin Khalid, (2015). BEA scoring system: Selecting the right person for scholarship.
International Journal of Economics and Financial Issues
, 5(-), 242 - 246.
Dr. Rosnalini Bt. Mansor, Prof. Madya Dr. Mohamad Shukri Bin Abdul Hamid, Prof. Madya Dr. Muhammad Bin Mat Yusof, Prof. Madya Dr. Ruzelan Bin Khalid, (2014). Rating Competitors before Tournament Starts: How It’s Affecting Team Progression in a Soccer Tournament.
Proceeding of International Conference on Quantitative Sciences and Its Applications
, 1635(), 665 - 670.
Prof. Madya Dr. Mohd Kamal Bin Mohd Nawawi, Prof. Madya Dr. Ruzelan Bin Khalid, Nurhanis Ishak, Prof. Madya Dr. Md. Azizul Baten, (2014). Queuing Network Approach for Building Evacuation Planning.
Proceedings of International Conference on Quantitative Sciences and Its Applications (ICOQSIA 2014)
, 1635(), 566 - 571.
Noraida A. Ghani, Prof. Madya Dr. Mohd Kamal Bin Mohd Nawawi, Adli Mustafa, Anton A. Kamil, Prof. Madya Dr. Ruzelan Bin Khalid, Luthful A. Kawsar, (2014). Comparison of discrete simulation models’ results in evaluating the performances of M/G/C/C networks.
The Online Journal of Science and Technology
, 4(4), 65 - 71.
Prof. Madya Dr. Ruzelan Bin Khalid, Wolfgang Kreutzer , Tim Bell, (2011). Component Based Modelling for Animated Educational Queuing Networks.
2011 International Conference on Computer and Software Modeling Proceedings
, 14(), 204 - 210.
Prof. Madya Dr. Ruzelan Bin Khalid, Wolfgang Kreutzer, Tim Bell, (2009). Flash: Making Simulations Interactive.
SimTect 2009 Conference Proceedings
, 1(), 79 - 85.
Prof. Madya Dr. Ruzelan Bin Khalid, Wolfgang Kreutzer, Tim Bell, (2009). Combining Simulation and Animation of Queueing Scenarios in a Flash-Based Discrete Event Simulator .
Information Systems: Modeling, Development, and Integration
, 20(), 240 - 251.
Prof. Madya Dr. Ruzelan Bin Khalid, Hong Pei Yee, Lim Yai Fung, Prof. Dr. Razamin Binti Ramli, (2013). Simulated annealing with probabilistic analysis for solving traveling salesman problems.
Proceedings of the International Conference on Mathematical Sciences and Statistics 2013
, 1557(), 515 - 519.
Prof. Madya Dr. Ruzelan Bin Khalid, Lim Yai Fung, Hong Pei Yee, Prof. Dr. Razamin Binti Ramli, (2013). Modified reactive tabu search for the symmetric traveling salesman problems.
Proceedings of the International Conference on Mathematical Sciences and Statistics 2013
, 1557(), 505 - 509.
Prof. Madya Dr. Ruzelan Bin Khalid, Shahrul Kamaruddin, Dr. Wan Laailatul Hanim Binti Mat Desa, Prof. Madya Dr. Mohd Kamal Bin Mohd Nawawi, (2013). Evaluating the Performance of a Multipart Production System Using Discrete Event Simulation (DES).
International Proceedings of Economics Development and Research
, 63(13), 64 - 67.
Prof. Madya Dr. Mohd Kamal Bin Mohd Nawawi, Adli Mustafa, Anton A. Kamil, Noraida A. Ghani, Luthful A. Kawsar, Prof. Madya Dr. Ruzelan Bin Khalid, (2013). A Discrete Event Simulation Model for Evaluating the Performances of an M/G/C/C State Dependent Queuing System.
PLoS ONE
, 8(4), 1 - 9.
Prof. Madya Dr. Md. Azizul Baten, Prof. Madya Dr. Ruzelan Bin Khalid, Prof. Madya Dr. Mohd Kamal Bin Mohd Nawawi, (2013). Optimal Control of Periodic-review Inventory Production Systems with Weibull Deteriorating Items .
International Journal of Applied Mathematics and Statistics
, 40(10), 84 - 98.
Prof. Dr. Razamin Binti Ramli, Hong Pei Yee, Prof. Madya Dr. Ruzelan Bin Khalid, Lim Yai Fung, (2011). An Improved Tabu Search for Solving Symmetric Traveling Salesman Problems .
2011 IEEE Colloquium on Humanities, Science and Engineering Research
, (), 861 - 864.
RESEARCH PIE
LIST OF RESEARCH
A DISCRETE-EVENT SIMULATION APPROACH FOR EVALUATING LONG-TERM IMPACTS OF APPOINTMENT SCHEDULING POLICIES ON SYSTEM PERFORMANCE METRICS AND SLOT AVAILABILITY IN HEALTHCARE FACILITIES (2026), Leader, Universiti
PEMBANGUNAN INSTRUMEN PENILAIAN PENYELIAAN PELAJAR PASCA SISWAZAH (2023), Member, Universiti
NEW CLASSES OF DERIVATIVE-FREE ALGORITHMS FOR SOLVING OPTIMIZATION PROBLEMS AND MONOTONE NONLINEAR EQUATIONS (2022), Member, Kpt
MEASURING GROWTH OF THE REDCLAW CRAYFISH CHERAX QUADRICARINATUS IN A DIFFERENT FEEDRATE CONDITIONS: AN EXPERIMENTAL DESIGN (2021), Member, Universiti
Optimal KXP Airport Runway Capacity: What Can Computer Simulation Offer? (2021), Member, Universiti
SIMULATION MODELS FOR REPLICATING THE OPERATIONS OF RUNWAYS AT KXP, PEN AND BWH AIRPORTS AND ESTIMATING THEIR POTENTIAL USAGE (2020), Member, Industri
WEIGHTED MULTI-DIMENSIONAL INDEX FOR SUSTAINABLE FOREST MANAGEMENT IN PENINSULAR MALAYSIA (2020), Member, Kpt
A NEW FRAMEWORK INTEGRATING DISCRETE EVENT SIMULATION AND DATA ENVELOPMENT ANALYSIS FOR PERFORMANCE EVALUATION OF OPERATIONAL ALTERNATIVES OF A HEALTHCARE SYSTEM (2019), Leader, Kpt
KULIM INLAND PORT STUDY- A CRITICAL REVIEW (2018), Member, Industri
EVALUATION OF FULL PAYING PATIENT (FPP) SERVICES: IMPLICATIONS ON EQUITY (2017), Member, Kementerian/agensi lain
DESIGN AND DEVELOP AN INTELLIGENT AND GENERIC OPEN SOURCE PORTAL FOR THE DEPARTMENTS, LECTURERS AND STUDENTS (2016), Member, Antarabangsa
Developing Simulation System Of Universiti Utara Malaysia Green Supply Chain Knowledge Sharing (2016), Member, Universiti
Modelling Pedestrian Flow Through A Topological Of Networks Using Linear Programming And Simulation Approaches (2016), Leader, Universiti
DEVELOPING A STATISTICAL MATCH PREDICTION SYSTEM TO EVALUATE THE STRUCTURE OF SOCCER TOURNAMENT (2014), Member, Kpt
DEVELOPMENT OF SCORING SYSTEM FOR 'HADIAH PELAJARAN BESTARI' (2013), Member, Universiti
Prototaip Sub-Sistem Asis : Pengurusan Markah Efektif (2012), Member, Kpt
Developing New Emergency Pedestrian Models For Optimal Lecture Hall Layouts And Structures Using Discrete-Event Simulation And Queuing Approaches (2012), Leader, Kpt
A Framework For Simulation Type Selection In Healthcare Problems (2012), Member, Universiti
MODELING PEDESTRIAN NETWORK : QUEUING AND SIMULATION APPROACH (2011), Member, Lain-lain
A COMPARATIVE STUDY OF HEURISTIC METHODS TO SOLVE TRAVELING SALESMAN PROBLEM (TSP) (2011), Member, Universiti
MODELLING OF BUSINESS INTELLIGENCE IN ACADEMIC INFORMATION PORTAL (2006), Member, Kpt
PENYEMAKAN PROGRAM KE UUM MENGGUNAKAN SISTEM SOKONGAN PEMUTUSAN (2004), Member, Universiti
PENGAUTOMASIAN PENILAIAN PELAJAR (2004), Member, Kpt
OPERASI PENGHASILAN BAJA SEBATIAN NPK MENGGUNAKAN TEKNIK SIMULASI (2003), Member, Universiti
CONSULTATION
Year
Title
Membership
Funder
Level
Status
2026
Projek pembelajaran akuaponik (ppa) di sekolah sekitar kodiang kedah dan arau perlis
Member
Government
National
On going
2018
Kajian perkhidmatan bas unic di uum
Member
Statutory
National
Completed
INTELLECTUAL PROPERTIES
Year
Reference No
IP Type
Title of Inventor (Principal Inventor/Member)
Status of IP
2022
20220088
Copyright
PERFORMANCE AND EFFICIENCY EVALUATION FRAMEWORK
- (
PRINCIPAL INVENTOR
)
FILED
2015
20150046
Copyright
Bestari Education Award System : Selecting the Right Person for Scholarship
- (
MEMBER
)
FILED
2014
20150013
Copyright
Development of Scoring System for Hadiah Pelajaran Bestari
- (
MEMBER
)
FILED
UNDERGRADUATE
Course Code
Course Name
SQPX3908
Practicum
EEP2032
Living in the multi-cultural society
SDG1011
High touch communication
SQPX4908
Practicum
SQQP3033
Computer modeling in business
SQQP3033
Computer modeling in business
SQQXK4988
Industrial training
SQQP4123
Quantitative sciences research project
SQQZK4993
Academic project
SDG1031
Personal development and character building
SDG1031
Personal development and character building
SQPX4908
Practicum
SQQP3103
Operations engineering
SQQP4123
Quantitative sciences research project
SQPX4908
Practicum
SQPX4908
Practicum
SQPX4908
Practicum
SQPX4908
Practicum
SQQP1013
Decision making techniques i
SQQP3033
Computer modeling in business
SQQP3103
Operations engineering
QP3043
Computer modeling in business
SQQXK4946
Industrial training
SQQPK3033
Computer modeling in business
SQQP1013
Decision making techniques i
SDG1011
High touch communication
SDG1011
High touch communication
SQQP3033
Computer modeling in business
EEP1032
Personal development and character building
SQQP1013
Decision making techniques i
SQQP3033
Computer modeling in business
SQQZK4993
Academic project
SQPX4908
Practicum
QM3043
Computer modelling in business
QM3043
Computer modelling in business
SQQP3033
Computer modeling in business
EEP2032
Living in the multi-cultural society
EEP1032
Personal development and character building
SQIT1013
Programming in business applications
SQPX3908
Practicum
SQQP3103
Operations engineering
SQITK1013
Programming in business applications
SQPX3908
Practicum
SQIT1013
Programming in business applications
SQPX3908
Practicum
EEP2032
Living in the multi-cultural society
SQPX3908
Practicum
SQQP3033
Computer modeling in business
SQQP3033
Computer modeling in business
SQQP3033
Computer modeling in business
SQQP3033
Computer modeling in business
SQPX3908
Practicum
SQPX3908
Practicum
SQPX3908
Practicum
SQQP3033
Computer modeling in business
SQQP3033
Computer modeling in business
SQPX4908
Practicum
EEP2032
Living in the multi-cultural society
EEP1032
Personal development and character building
QP3043
Computer modeling in business
SQQP3123
Research methodology in quantitative sciences
SQQZK4993
Academic project
QM1103
Managerial mathematics
SQPX4908
Practicum
SQQXK4988
Industrial training
SQIT1013
Programming in business applications
SQQP3033
Computer modeling in business
SQQP3033
Computer modeling in business
SQPX4908
Practicum
SQQZK4993
Academic project
SQQP3103
Operations engineering
SQQPK3103
Operations engineering
SQPX3908
Practicum
SQQPK3103
Operations engineering
SQQPK3123
Research methodology in quantitative sciences
SQPX3908
Practicum
SQQM1023
Managerial mathematics
SQIT1013
Programming in business applications
QQP3033
Computer modeling in business
POSTGRADUATE
Course Code
Course Name
SQIT5013
Business programming using visual tools
SQQP5043
Simulation for decision making
SQQP69920
Dissertation
SQQZ6918
Dissertation
SQQP5023
Decision analysis
SQQP6014
Operation research
SQQP6034
Research methodology in quantitative studies
QT5013
Business programming using visual tools
QP5043
Simulation for decision making
SUPERVISION
Matric
Name
Status
Title
96059
Sahubar Ali bin Mohamed Nadhar Khan
Completed
Enhanced Data Envelopment Analysis with Undesirable Outputs and Interval Data for Efficiency Measurement of Rice Farmers
809950
Nurhanis Bt. Ishak
Completed
Queuing Network Approach for Building Evacuation Planning
817383
Nurzahidah binti Che Rosli
Completed
Decision Support System for Simulating and Predicting Soccer Tournament Outcomes
821987
Azzahra Syuhada binti Abdul
Completed
Investigating the Relationship between the Healthy Lifestyle and Obesity of Adolescents
823081
Ramsha Ali
Completed
Modelling The Bullwhip Effect In A Multi-Product And Multi-Echelon Supply Chain Of Fast Moving Consumer Goods Using A Discrete Event Simulation Approach
823524
Afnan Aizzat Bin Adnan
Completed
Formulating Healthy Ice Cream Mixture Using Linear Programming
826822
MOHAMAD AMIRRUL MUQMIN BIN MOHAMAD ISA
Completed
Integrating Discrete Event Simulation and Data Envelopment Analysis for Performance Measurement and Efficiency Evaluation of Resource Configurations in an Outpatient Clinic
828770
CHIA JING LONG
Not Active
Hybrid Simulation Model of System Dynamics and Discrete Event Simulation for Evaluating Airport Capacity Expansion
833281
AINUL MURSYIDA BINTI AHMAD HAWARI
Not Active
Integer Linear Programming for Determining The Most Efficient Assignment of Subjects to Classrooms in School of Quantitative Sciences.
903787
WAN NORSYAFAWATI BINTI W.MUHAMAD RADZI
Not Active
Development of Harmony Index with Enhanced Weight Formulation Accentuating National Culture and Identity in a Multi-Criteria Approach
95797
Mushtaq Taleb Hussain
Completed
An Alternative Approach of Super Efficiency Slack-Based Measure in Hybrid Integer and Non-Discretionary of Data Envelopment Analysis for Evaluation of Community Colleges
816978
Muhamad Hafizan bin Hamid
Completed
REDUCING WAITING TIME FOR UUM SHUTTLE BUS USING DISCRETE EVENT SIMULATION
819013
MARAM VENKATA RAMANA
Not Active
Analysis of Product-Mix in Semiconductor Manufacturing Using Simulation based Optimization
822279
Nur Fatihah Binti Sakari
Completed
Modelling and Analysing the Manufacturing Processes of a Soy Sauce Manufacturing Industry using Arena Software
827318
UMI SALAMAH BINTI AHMAD
Completed
AN APPLICATION OF SIMULATION APPROACH FOR ESTIMATING SUSTAINABLE RUNWAY CAPACITY
833406
SITI MALIZA BINTI ABDUL HAMID
Not Active
A New Class of Derivative-Free Algorithm For Unconstrained Optimization
835296
MUHAMMAD ALIF ASHRAF BIN SUHARDI
Expected To Complete
IMPROVING OPERATIONAL EFFICIENCY IN QUEUE MANAGEMENT: A DISCRETE EVENT SIMULATION STUDY AT TABUNG HAJI ALOR SETAR
909267
ALBAKRI DANA AHMAD M M
Not Active
An Analysis of the effectiveness of computer- enhanced mathematics courses for secondary stage (grades 10-12) learners in Qatar public schools