Singapore Institute of Technology
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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

Malcolm Yoke Hean Low's public data