Malcolm Yoke Hean Low

Associate Professor (Information and computing sciences)

Singapore

Dr. Malcolm Yoke Hean Low is currently an Associate Professor with the Singapore Institute of Technology (SIT), and a member of the SIT Systems Section (S3). Prior to joining SIT, he was the Vice President (Aerospace) with D-SIMLAB Technologies. In 2006, Malcolm joined the Nanyang Technological University as an Assistant Professor in the School of Computer Engineering where he led large-scale simulation and optimization research projects in the defence and maritime domains funded by the Singapore Ministry of Defence and the Maritime and Port Authority of Singapore. Prior to this, he was with the Singapore Institute of Manufacturing Technology where he executed simulation-based optimization projects with multinational companies.

Publications

A bee colony optimisation algorithm with a sequential-pattern-mining-based pruning strategy for the travelling salesman problem
Hotel Revenue Management Simulation System (HRMSS)
Job shop scheduling problem neural network solver with dispatching rules
Hybrid modelling of crowd simulation
Evolutionary design of agent-based simulation experiments
Evolutionary design of experiments using the MapReduce framework
Evolving tactical plans for strategy games using automated red teaming
Improving ship stability in automated stowage planning for large containerships
Stowage planning of large containership with tradeoff between crane workload balance and ship stability
Self-adaptive mechanism for multi-objective evolutionary algorithms
Resources Optimisation in New Hospital Central Kitchen Design – A Discrete Event Simulation Approach
HumDPM: A decision process model for modeling human-like behaviors in time-critical and uncertain situations
Finding the shortest Hamiltonian circuit of selected places in Penang using a generic Bee Colony Optimization framework
Automated modeling and analysis of agent-based simulations using the CASE framework
Dynamic yard crane dispatching in container terminals with predicted vehicle arrival information
A computational model of emotions for agent-based crowds in serious games
Analysis of an efficient rule-based motion planning system for simulating human crowds
Automated stowage planning for large containerships with improved safety and stability
Crowd modeling and simulation technologies
Two efficient constructive heuristics for scheduling trucks at crossdocking terminals
Evolvable simulations applied to automated red teaming: A preliminary study
Tree-structured algorithm for long weak motif discovery
Development of a novel resource-constrained crossdocking model for the truck scheduling problem
Improving safety and stability of large containerships in automated stowage planning
Autonomous Bee Colony Optimization for multi-objective function
Diversity-driven self-adaptation in evolutionary algorithms
Bee colony optimization with local search for traveling salesman problem
Evolving optimal and diversified military operational plans for computational red teaming
A systematic approach for rapid 3D reconstruction from photosets
RecMotif: A novel fast algorithm for weak motif discovery
A generic bee colony optimization framework for combinatorial optimization problems
Toward an evolutionary computing modeling language
A framework of Intelligent Environment with Smart-Active Objects (IESAO) for flexible and efficient crowd simulation
High-dimensional objective-based data farming
An Automated Staff Roster Planning System (SRPS) for Healthcare Industry
Research advances in Automated Red Teaming
ListMotif: A time and memory efficient algorithm for weak motif discovery
An efficient incremental evaluation function for optimizing truck scheduling in a resource-constrained crossdock using metaheuristics
NFC-based Smart Notification System for Hospital Discharge Process and Bed Management
A robust two-phase heuristic algorithm for the truck scheduling problem in a resource-constrained crossdock
Maritime counter-piracy study using agent-based simulations
Randomized algorithm with tabu search for multi-objective optimization of large containership stowage plans
Studies on Pareto-based multi-objective competitive coevolutionary dynamics
Simulation-based optimization of StarCraft tactical AI through evolutionary computation
Initial provisioning and spare parts inventory network optimisation in a multi maintenance base environment
Evolving agent-based simulations in the clouds
Bee colony optimisation algorithm with big valley landscape exploitation for job shop scheduling problems
Concept design of a system architecture for a manufacturing cyber-physical digital twin system
Application of SIRI for Industry 4.0 Maturity Assessment and Analysis
Concept and Implementation of a Cyber-Pbysical Digital Twin for a SMT Line
A case study of multi-resolution modeling for crowd simulation
Simulation-based dynamic partitioning of yard crane workload for container terminal operations
An efficient block-based heuristic method for stowage planning of large containerships with crane split consideration
An efficient block-based heuristic method for stowage planning of large containerships with crane split consideration
A framework of evaluating partitioning mechanisms for agent-based simulation systems
Vehicle dispatching with real time location information in containter terminals
A framework of evaluating partitioning mechanisms for agent-based simulation systems
Simulation-based dynamic partitioning of yard crane workload for container terminal operations
3D visualization and animation of crowd simulation using a game engine
Visualization and simulation tool for automated stowage plan generation system
A parallel BSP algorithm for irregular dynamic programming
An agent-based approach for managing symbiotic simulation of semiconductor assembly and test operation
A bee colony optimization algorithm to job shop scheduling
Yard crane dispatching based on real time data driven Simulation for container Terminals
A generic symbiotic simulation framework
Application of multi-objective bee colony optimization algorithm to automated red teaming
Research issues in symbiotic simulation
Optimal decision-making on product allocation for crossdocking and warehousing operations
A bee colony optimization algorithm for traveling salesman problem
Preventive what-if analysis in symbiotic simulation
Optimal decision-making on product ranking for crossdocking/warehousing operations
Federate migration in HLA-based simulation
Symbiotic simulation for business process re-engineering in high-tech manufacturing and service networks
Integrating heterogeneous distributed COTS discrete-event simulation packages: An emerging standards-based approach
Symbiotic simulation systems: An extended definition motivated by symbiosis in biology
Bee colony optimization algorithm with big valley landscape exploitation for job shop scheduling problems
Shared State Synchronization for HLA-Based Distributed Simulation
An integrated and adaptive decision-support framework for high-tech manufacturing and service networks
Enhancing automated red teaming with evolvable simulation
Predictive algorithms for aggregation and disaggregation in mixed mode simulation
A tabu search for the heterogeneous DAG scheduling problem
Toward a generic framework for modeling human behaviors in crowd simulation
A federated agent-based crowd simulation architecture
A rule-based motion planning for crowd simulation
Interoperating autosched AP using the high level architecture
The siso CSPI PDG standard for commercial off-the-shelf simulation package interoperability reference models
Algorithms for HLA-based distributed simulation cloning
Optimal product allocation for crossdocking and warehousing operations in FMCG supply chain
Bee Colony Optimization with local search for Traveling Salesman Problem
Cluster based partitioning for agent-based crowd simulations
Agent-based human behavior modeling for crowd simulation
A cots simulation package emulator (CSPE) for investigating cots simulation package interoperability
A simulation based hybrid algorithm for yard crane dispatching in container terminals
Developing interoperability standards for distributed simulaton and cots simulation packages with the CSPI PDG
An efficient bee colony optimization algorithm for traveling salesman problem using frequency-based pruning
RFID for Crossdocking: Is it worth the investment?
Symbiotic simulation control in semiconductor manufacturing
Using a bee colony algorithm for neighborhood search in job shop scheduling problems
Symbiotic simulation model validation for radiation detection applications
A generic model for crossdock truck scheduling and truck-to-door assignment problems
The COTS Simulation Package Interoperability Product Development Group (CSPI-PDG)
Optimistic synchronization in HLA based distributed simulation
Federate migration in HLA-based simulation
Using manufacturing process flow for time synchronization in HLA-based simulation
Incremental HLA-based distributed simulation cloning
Synchronization and management of shared state in HLA-based distributed simulation
Managing external workload with BSP time warp
Consistent modeling of distributed mutual exclusion protocol using optimistic simulation
Optimistic Synchronization in HLA-Based Distributed Simulation
Using simulation based approach to improve on the mean cycle time performance of dispatching rules
A framework for executing parallel simulation using RTI
Loop parallelisation tool for message-passing systems
Dynamic load-balancing for BSP Time Warp
Load balancing for conservative simulation on shared memory multiprocessor systems
Parallelism analyzer algorithm for a conservative super-step simulation protocol
Performance prediction tools for parallel discrete-event simulation
Implementations of dispatch rules in parallel manufacturing simulation
Methodology for automating the parallelization of manufacturing simulations
Survey of languages and runtime libraries for parallel discrete-event simulation
A conservative parallel simulation algorithm for entity-oriented modeling
Implementation lessons of performance prediction tool for parallel conservative simulation
An empirical comparison of runtime systems for conservative parallel simulation
Criticality of detailed modeling in semiconductor supply chain simulation
Building a conservative parallel simulation with existing component libraries
Parallel discrete-event simulation of a supply-chain in semiconductor industry
Modeling Human-like Decision Making for Virtual Agents in Time-critical Situations
An Agent-Based Generic Framework for Symbiotic Simulation Systems
News Insider: Innovating News Understanding to Improve the Quality of Reading Experience
A Survey of Emergent Behavior and Its Impacts in Agent-based Systems
A Hybrid Simulation of Large Crowd Evacuation
Cloning Agent-Based Simulation
Consistent Modeling of Distributed Mutual Exclusion Protocol using Optimistic Simulation
A parallelism analyzer algorithm for a conservative super-step simulation protocol
Federate Migration in HLA-Based Simulation
Incremental HLA-Based Distributed Simulation Cloning
Synchronization and Management of Shared State in HLA-Based Distributed Simulation
A methodology for automating the parallelization of manufacturing simulations
Managing External Workload with BSP Time Warp
A methodology for automating the parallelization of manufacturing simulations
Optimistic Synchronization in HLA Based Distributed Simulation
ViCollAR: A Novel System for 3D Data Visualization using Collaborative Augmented Reality
Online Team-based Learning for Productivity Management Module
SPAT-VR: A Holistic and Extensible Framework for VR Project Management
Secure IoT Deployment Checklist for Building Management System
Curriculum Design and Development for a New Digital Supply Chain Degree Programme in Singapore
Development of a Chatbot to Train Physiotherapy Students in Clinical Questioning and Reasoning
Integrated Cyber Physical Simulation Modelling Environment for Manufacturing 4.0
Evolving Tactical Plans for Strategy Games using Automated Red Teaming
3D Visualization and Animation of Crowd Simulation Using a Game Engine
Comparison of Diesel and Green Ship Carbon Emissions with A-Star Route Optimization
Sensor Data Analytics for Tool Condition Anomaly Detection with Machine Learning Techniques
Implementation of a Virtual Patient Chatbot for Physiotherapy Students Training