PROFILE
UPM's Staff Profile
YBHG. PROFESOR DR. LEE LAI SOON
PROFESSOR
FACULTY OF SCIENCE
lls@upm.edu.my
PROFESSIONAL
NAME :
(Ybhg. Profesor Dr.) LEE LAI SOON
POST :
PROFESSOR
ENTITY :
FACULTY OF SCIENCE
FIELD OF SUPERVISION
APPLIED MATHEMATICS / DATA SCIENCE / COMPUTATIONAL MATHEMATICS / MATHEMATICAL PHYSICS AND ENGINEERING
EDUCATION
PHD
UNIVERSITY OF SOUTHAMPTON
Graduated : 2006
UNIVERSITY OF SOUTHAMPTON
Graduated : 2006
MASTER SAINS
UNIVERSITI PUTRA MALAYSIA, SERDANG, SELANGOR
Graduated : 2000
UNIVERSITI PUTRA MALAYSIA, SERDANG, SELANGOR
Graduated : 2000
BACELOR SAINS (KEPUJIAN)
UNIVERSITI PUTRA MALAYSIA, SERDANG, SELANGOR
Graduated : 1999
UNIVERSITI PUTRA MALAYSIA, SERDANG, SELANGOR
Graduated : 1999
BOOK PUBLICATION
1. Prosiding Simposium Kebangsaan Sains Matematik ke-17
ISPN: 978-967-960-2566-2
ISPN: 978-967-960-2566-2
2. Statistics and Operational Research International Conference (SORIC 2013): AIP Conference Proceedings
ISPN: 978-0-7354-1249-1
ISPN: 978-0-7354-1249-1
3. ASCERTAINING THE DIMENSIONALITY OF MYSIZE DATA
ISPN: 9789672908166
ISPN: 9789672908166
4. PEMODELAN PENJADUALAN SESI PEMBENTANGAN SEBUAH PERSIDANGAN
ISPN: 9789672799245
ISPN: 9789672799245
5. Harmonised A.I. in Credit Scoring
ISPN: 9789672851387
ISPN: 9789672851387
JOURNAL PUBLICATION
1. A Genetic Algorithm on Single Machine Family Scheduling Problem to Minimise Total Weighted Completion Time
Journal type: Other Abstracting / Indexing Bodies
Journal type: Other Abstracting / Indexing Bodies
2. Optimised Crossover Genetic Algorithm for Vehicle Routing Problem with Time Windows
Journal type: Citation-Indexed - Scopus
Journal type: Citation-Indexed - Scopus
3. A Modified Partially Mapped MultiCrossover Genetic Algorithm for Two-Dimensional Bin Packing Problem
Journal type: Citation-Indexed - Scopus
Journal type: Citation-Indexed - Scopus
4. A Genetic Algorithm with Fuzzy Crossover Operator and Probability
Journal type: Citation-Indexed - Scopus
Journal type: Citation-Indexed - Scopus
5. The efficiency of the hotel industry in Singapore
Journal type: Citation-Indexed Journal - Social Science Citation Index (JCR)
Journal type: Citation-Indexed Journal - Social Science Citation Index (JCR)
6. Ant Colony Optimization for Capacitated Vehicle Routing Problem
Journal type: Citation-Indexed - Scopus
Journal type: Citation-Indexed - Scopus
7. Genetic Algorithm for Biobjective Urban Transit Routing Problem
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
8. Urban Transit Network Design Problems: A Review of Population-based Metaheuristics
Journal type: Other Abstracting / Indexing Bodies
Journal type: Other Abstracting / Indexing Bodies
9. A Genetic Algorithm for Two-Dimensional Bin Packing Problem
Journal type: Non Citation-Indexed
Journal type: Non Citation-Indexed
10. A survey on the measure of combat readiness
Journal type: Citation-Indexed - Scopus
Journal type: Citation-Indexed - Scopus
11. Modified TAROT for Cross-Selling Personal Financial Products
Journal type: Citation-Indexed - Scopus
Journal type: Citation-Indexed - Scopus
12. Heuristic Placement Routines for Two-Dimensional Bin Packing Problem
Journal type: Other Abstracting / Indexing Bodies
Journal type: Other Abstracting / Indexing Bodies
13. Ant Colony Optimization for Container Loading Problem
Journal type: Citation-Indexed - Scopus
Journal type: Citation-Indexed - Scopus
14. An Improved GRMOD Heuristic for Container Loading Problem
Journal type: Citation-Indexed - Scopus
Journal type: Citation-Indexed - Scopus
15. Solving Single Machine Scheduling Problem with Maximum Lateness using a Genetic Algorithm
Journal type: Other Abstracting / Indexing Bodies
Journal type: Other Abstracting / Indexing Bodies
16. Optimised crossover genetic algorithm for capacitated vehicle routing problem
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
17. Hybrid Genetic Algorithm for University Examination Timetabling Problem
Journal type: Citation-Indexed - Scopus
Journal type: Citation-Indexed - Scopus
18. A Fuzzy Genetic Algorithm Based on Binary Encoding for Solving Multidimensional Knapsack Problems
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
19. Show Or No Show: Modelling For The Inventory Management Of An Airline Industry In Malaysia
Journal type: Other Abstracting / Indexing Bodies
Journal type: Other Abstracting / Indexing Bodies
20. A genetic algorithm for two-dimensional bin packing with due dates
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
21. Heuristics and Metaheuristics Approaches for Facility Layout Problems: A Survey
Journal type: Other Abstracting / Indexing Bodies
Journal type: Other Abstracting / Indexing Bodies
22. Differential Evolution for Urban Transit Routing Problem
Journal type: Other Abstracting / Indexing Bodies
Journal type: Other Abstracting / Indexing Bodies
23. A Review on Strategic, Tactical and Operational Decision Planning in Reverse Logistics of Green Supply Chain Network Design
Journal type: Other Abstracting / Indexing Bodies
Journal type: Other Abstracting / Indexing Bodies
24. Metaheuristic Approaches for Urban Transit Scheduling Problem: A Review
Journal type: Other Abstracting / Indexing Bodies
Journal type: Other Abstracting / Indexing Bodies
25. An Integrative Model for Measuring Combat Readiness
Journal type: Other Abstracting / Indexing Bodies
Journal type: Other Abstracting / Indexing Bodies
26. Dynamic Programming for Estimating Acceptance Probability of Credit Card Products
Journal type: Other Abstracting / Indexing Bodies
Journal type: Other Abstracting / Indexing Bodies
27. A Differential Evolution for Simultaneous Transit Network Design and Frequency Setting Problem
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
28. Differential Evolution with Improved Sub-Route Reversal Repair Mechanism for Multiobjective Urban Transit Routing Problem
Journal type: Citation-Indexed - Scopus
Journal type: Citation-Indexed - Scopus
29. Fuzzy Mathematical Model for Solving Supply Chain Problem
Journal type: Other Abstracting / Indexing Bodies
Journal type: Other Abstracting / Indexing Bodies
30. Harmony Search for Multi-depot Vehicle Routing Problem
Journal type: Citation-Indexed - Scopus
Journal type: Citation-Indexed - Scopus
31. Credit Scoring: A Review on Support Vector Machines and Metaheuristic Approaches
Journal type: Citation-Indexed - Scopus
Journal type: Citation-Indexed - Scopus
32. Hybrid Harmony Search-Artificial Intelligence Models in Credit Scoring
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
33. Parallel Multiple Tabu Search for Multiobjective Urban Transit Scheduling Problem
Journal type: Other Abstracting / Indexing Bodies
Journal type: Other Abstracting / Indexing Bodies
34. A Differential Evolution for Optimization of Multiobjective Urban Transit Routing Problem
Journal type: Citation-Indexed - Scopus
Journal type: Citation-Indexed - Scopus
35. Multiple Tabu Search for Multiobjective Urban Transit Scheduling Problem
Journal type: Citation-Indexed - Scopus
Journal type: Citation-Indexed - Scopus
36. AI-driven predictive models for optimizing mathematics education technology: Enhancing decision-making through educational data mining and meta-analysis
Journal type: Citation-Indexed - Scopus
Journal type: Citation-Indexed - Scopus
37. Hybrid Differential Evolution-Particle Swarm Optimization Algorithm for Multiobjective Urban Transit Network Design Problem with Homogeneous Buses
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
38. Urban Transit Frequency Setting using Multiple Tabu Search with Parameter Control
Journal type: Citation-Indexed - Scopus
Journal type: Citation-Indexed - Scopus
39. Hyperparameters Tuning of Random Forest with Harmony Search in Credit Scoring
Journal type: Citation-Indexed - Scopus
Journal type: Citation-Indexed - Scopus
40. Harmony Search Algorithm for Location-Routing Problem in Supply Chain Network Design
Journal type: Citation-Indexed - Scopus
Journal type: Citation-Indexed - Scopus
41. A Note on Random Forest as the Future Credit Scoring Model
Journal type: Citation-Indexed - Scopus
Journal type: Citation-Indexed - Scopus
42. Credit Scoring: A Comparison of Machine Learning Models and Their Modifications
Journal type: MYCITE
Journal type: MYCITE
43. Mixed Asset Portfolio Optimization with Machine Learning and Genetic Algorithm
Journal type: MYCITE
Journal type: MYCITE
44. Hybrid Harmony Search-Simulated Annealing Algorithm for Location-Inventory-Routing Problem in Supply Chain Network Design with Defect and Non-Defect Items
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
45. Vehicle Routing Optimisation in Humanitarian Operations: A Survey on Modelling and Optimisation Approaches
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
46. Parameter Estimation of Compartmental Epidemiological Model Using Harmony Search Algorithm and Its Variants
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
47. A Multi-Depot Vehicle Routing Problem with Stochastic Road Capacity and Reduced Two-Stage Stochastic Integer Linear Programming Models for Rollout Algorithm
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
48. Modified Harmony Search Algorithm for Location-Inventory-Routing Problem in Supply Chain Network Design with Product Returns
Journal type: Citation-Indexed - Scopus
Journal type: Citation-Indexed - Scopus
49. Shared Mobility Problems: A Systematic Review on Types, Variants, Characteristics, and Solution Approaches
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
50. Vehicle routing: Review of benchmark datasets
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
51. Benchmark dataset for multi depot vehicle routing problem with road capacity and damage road consideration for humanitarian operation in critical supply delivery
Journal type: Citation-Indexed - Scopus
Journal type: Citation-Indexed - Scopus
52. A Multi-Depot Dynamic Vehicle Routing Problem with Stochastic Road Capacity: An MDP Model and Dynamic Policy for Post-Decision State Rollout Algorithm in Reinforcement Learning
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
53. A New Divergence Measure based on Fuzzy TOPSIS for Solving Staff Performance Appraisal
Journal type: Citation-Indexed Journal - ESCI
Journal type: Citation-Indexed Journal - ESCI
54. Logistics Center Location-Inventory-Routing Problem Optimization: A Systematic Review Using PRISMA Method
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
55. Multi Origin Single Destination Split Delivery Selective Open Vehicle Routing Problem for First-Mile Ridesharing Service to Increase Public Transportation Take-Up
Journal type: MYCITE
Journal type: MYCITE
56. An interactive analytics approach for sustainable and resilient case studies: a machine learning perspective
Journal type: Citation-Indexed - Scopus
Journal type: Citation-Indexed - Scopus
57. Fuzzy Method Based on the Removal Effects of Criteria (MEREC) for Determining Objective Weights in Multi-Criteria Decision-Making Problems
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
58. Fuzzy Divergence Measure Based on Technique for Order of Preference by Similarity to Ideal Solution Method for Staff Performance Appraisal
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
PUBLICATION
2024
Fuzzy Divergence Measure Based on Technique for Order of Preference by Similarity to Ideal Solution Method for Staff Performance Appraisal
2024
Bi-Objective Mixed Integer Nonlinear Programming Model for Low Carbon Location-Inventory-Routing Problem with Time Windows and Customer Satisfaction
2023
Fuzzy Method Based on the Removal Effects of Criteria (MEREC) for Determining Objective Weights in Multi-Criteria Decision-Making Problems
2023
An interactive analytics approach for sustainable and resilient case studies: a machine learning perspective
2022
Logistics Center Location-Inventory-Routing Problem Optimization: A Systematic Review Using PRISMA Method
2022
A Multi-Depot Dynamic Vehicle Routing Problem with Stochastic Road Capacity: An MDP Model and Dynamic Policy for Post-Decision State Rollout Algorithm in Reinforcement Learning
2022
Benchmark dataset for multi depot vehicle routing problem with road capacity and damage road consideration for humanitarian operation in critical supply delivery
2021
Vehicle routing: Review of benchmark datasets
2021
Vehicle Routing Optimisation in Humanitarian Operations: A Survey on Modelling and Optimisation Approaches
2021
Shared Mobility Problems: A Systematic Review on Types, Variants, Characteristics, and Solution Approaches
2021
A Multi-Depot Vehicle Routing Problem with Stochastic Road Capacity and Reduced Two-Stage Stochastic Integer Linear Programming Models for Rollout Algorithm
2021
Modified Harmony Search Algorithm for Location-Inventory-Routing Problem in Supply Chain Network Design with Product Returns
2021
Parameter Estimation of Compartmental Epidemiological Model Using Harmony Search Algorithm and Its Variants
2020
Parallel Multiple Tabu Search for Multiobjective Urban Transit Scheduling Problem
2020
Hybrid Harmony Search-Artificial Intelligence Models in Credit Scoring
2020
A Note on Random Forest as the Future Credit Scoring Model
2020
Hybrid Harmony Search-Simulated Annealing Algorithm for Location-Inventory-Routing Problem in Supply Chain Network Design with Defect and Non-Defect Items
2019
Harmony Search for Multi-depot Vehicle Routing Problem
2019
Credit Scoring: A Review on Support Vector Machines and Metaheuristic Approaches
2019
Hybrid differential evolution-particle swarm optimization algorithm for multiobjective urban transit network design problem
2019
Hyperparameters Tuning of Random Forest with Harmony Search in Credit Scoring
2019
Multiple Tabu Search for Multiobjective Urban Transit Scheduling Problem
2019
Urban Transit Frequency Setting using Multiple Tabu Search with Parameter Control
2019
Hybrid Differential Evolution-Particle Swarm Optimization Algorithm for Multiobjective Urban Transit Network Design Problem with Homogeneous Buses
2019
Harmony Search Algorithm for Location-Routing Problem in Supply Chain Network Design
2018
A Differential Evolution for Optimization of Multiobjective Urban Transit Routing Problem
2018
Differential Evolution with Improved Sub-Route Reversal Repair Mechanism for Multiobjective Urban Transit Routing Problem
2018
Fuzzy Mathematical Model for Solving Supply Chain Problem
2018
Vehicle Routing Optimization for Humanitarian Logistics: A Survey on Hybrid Optimization Approaches
2018
A Differential Evolution for Simultaneous Transit Network Design and Frequency Setting Problem
2017
Dynamic Programming for Estimating Acceptance Probability of Credit Card Products
2017
Metaheuristic Approaches for Urban Transit Scheduling Problem: A Review
2017
An Integrative Model for Measuring Combat Readiness
2017
A Review on Strategic, Tactical and Operational Decision Planning in Reverse Logistics of Green Supply Chain Network Design
2017
The Origin Heuristic for Unequal-Area Facility Layout Problem
2016
Urban Transit Network Design Problems: A Review of Population-based Metaheuristics
2016
Heuristics and Metaheuristics Approaches for Facility Layout Problems: A Survey
2016
Show Or No Show: Modelling For The Inventory Management Of An Airline Industry In Malaysia
2016
Differential Evolution for Urban Transit Routing Problem
2016
Hybrid Genetic Algorithm for University Examination Timetabling Problem
2013
A genetic algorithm for two-dimensional bin packing with due dates
2013
Genetic Algorithm for Biobjective Urban Transit Routing Problem
2013
The efficiency of the hotel industry in Singapore
2012
Optimized Crossover Genetic Algorithm to Minimize the Maximum Lateness of Single Machine Family Scheduling Problems
2012
Optimised crossover genetic algorithm for capacitated vehicle routing problem
2012
A Genetic Algorithm with Fuzzy Crossover Operator and Probability
2012
Ant Colony Optimization for Container Loading Problem
2012
Ant Colony Optimization for Capacitated Vehicle Routing Problem
2012
A Fuzzy Genetic Algorithm Based on Binary Encoding for Solving Multidimensional Knapsack Problems
2011
A Genetic Algorithm based on Sexual Selection for the Multidimensional 0/1 Knapsack Problems
2011
Routing Vehicles with ANTS
2011
A Genetic Algorithm for Urban Transit Routing Problem
2011
Loading Containers with ANTS
2010
Optimised Crossover Genetic Algorithm for Vehicle Routing Problem with Time Windows
2010
A Modified Partially Mapped MultiCrossover Genetic Algorithm for Two-Dimensional Bin Packing Problem
2010
Solving Single Machine Scheduling Problem with Maximum Lateness using a Genetic Algorithm
2009
A Genetic Algorithm on Single Machine Family Scheduling Problem to Minimise Total Weighted Completion Time
2009
Heuristic Placement Routines for Two-Dimensional Bin Packing Problem