Loo Hay Lee

Orcid: 0000-0001-9359-0027

According to our database1, Loo Hay Lee authored at least 187 papers between 1999 and 2024.

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Bibliography

2024
An Adaptive Dynamic Scheduling Policy for the Integrated Optimization Problem in Automated Transshipment Hubs.
IEEE Trans Autom. Sci. Eng., July, 2024

Multiagent Q-Learning Approach for the Recharging Scheduling of Electric Automated Guided Vehicles in Container Terminals.
Transp. Sci., 2024

2023
Heuristics for the two-dimensional irregular bin packing problem with limited rotations.
Comput. Oper. Res., December, 2023

An efficient simulation procedure for the expected opportunity cost using metamodels.
Autom., November, 2023

Improved model-free H∞ control for batch processes via off-policy 2D game Q-learning.
Int. J. Control, October, 2023

Reinforcement Learning-based approach for dynamic vehicle routing problem with stochastic demand.
Comput. Ind. Eng., August, 2023

Fourth-party logistics network design with service time constraint under stochastic demand.
J. Intell. Manuf., March, 2023

2022
Performance Estimation and Design Optimization of a Congested Automated Container Terminal.
IEEE Trans Autom. Sci. Eng., 2022

Discrete conditional-expectation-based simulation optimization: Methodology and applications.
Eur. J. Oper. Res., 2022

Fourth-party logistics network design under uncertainty environment.
Comput. Ind. Eng., 2022

Optimal Computing Budget Allocation for Multi-Objective Ranking and Selection Under Bernoulli Distribution.
Proceedings of the Winter Simulation Conference, 2022

An efficient bi-fidelity method for continuous simulation optimization.
Proceedings of the 18th IEEE International Conference on Automation Science and Engineering, 2022

2021
Multifidelity Modeling for Analysis and Optimization of Serial Production Lines.
IEEE Trans. Autom. Control., 2021

Classification and literature review on the integration of simulation and optimization in maritime logistics studies.
IISE Trans., 2021

Ranking and selection for terminating simulation under sequential sampling.
IISE Trans., 2021

Analytics with digital-twinning: A decision support system for maintaining a resilient port.
Decis. Support Syst., 2021

Supply chain network design considering customer psychological behavior-a 4PL perspective.
Comput. Ind. Eng., 2021

Optimal computing budget allocation for the vector evaluated genetic algorithm in multi-objective simulation optimization.
Autom., 2021

Stochastic optimization using grey wolf optimization with optimal computing budget allocation.
Appl. Soft Comput., 2021

Using Simulation and Digital Twins to Innovate: Are we Getting Smarter?
Proceedings of the Winter Simulation Conference, 2021

A Unified Offline-Online Learning Paradigm via Simulation for Scenario-Dependent Selection.
Proceedings of the Winter Simulation Conference, 2021

Three Carriages Driving the Development of Intelligent Digital Twins-Simulation Plus Optimization and Learning.
Proceedings of the Winter Simulation Conference, 2021

2020
Dynamic Incentive Mechanism for Delivery Slot Management in E-Commerce Attended Home Delivery.
Transp. Sci., 2020

Coordinating Pricing and Empty Container Repositioning in Two-Depot Shipping Systems.
Transp. Sci., 2020

Optimal computing budget allocation for complete ranking with input uncertainty.
IISE Trans., 2020

Framework of O<sup>2</sup>DES.NET Digital Twins for Next Generation Ports and Warehouse Solutions.
Proceedings of the Winter Simulation Conference, 2020

A Hybrid of Shrinking Ball Method and Optimal Large Deviation Rate Estimation in Continuous Contextual Simulation Optimization with Single Observation.
Proceedings of the Winter Simulation Conference, 2020

Combining Adaptive Budget Allocation with Surrogate Methodology in Solving Continuous Scenario-based Simulation Optimization.
Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

2019
Optimal Computing Budget Allocation for Stochastic N-k Problem in the Power Grid System.
IEEE Trans. Reliab., 2019

Efficient Simulation Sampling Allocation Using Multifidelity Models.
IEEE Trans. Autom. Control., 2019

TD-OCBA: Optimal computing budget allocation and time dilation for simulation optimization of manufacturing systems.
IISE Trans., 2019

Flexible truckload pickup and delivery problem considering reserved orders and fuel consumption.
Comput. Ind. Eng., 2019

An efficient simulation procedure for ranking the top simulated designs in the presence of stochastic constraints.
Autom., 2019

Generalized Ordinal Learning Framework (GOLF) for Decision Making with Future Simulated Data.
Asia Pac. J. Oper. Res., 2019

Mechanism Design of Unknown Bidding Preference and Discrete Cost Structure in Multi-Attribute Reverse Auctions.
IEEE Access, 2019

Digital Twin for Smart Manufacturing: The Simulation Aspect.
Proceedings of the 2019 Winter Simulation Conference, 2019

Optimal Computing Budget Allocation for Binary Classification with Noisy Labels and its Applications on Simulation Analytics.
Proceedings of the 2019 Winter Simulation Conference, 2019

Optimal budget allocation in Simulation Analytics<sup>*</sup>.
Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019

2018
Information-Based Allocation Strategy for GRID-Based Transshipment Automated Container Terminal.
Transp. Sci., 2018

Frame Trolley Dispatching Algorithm for the Frame Bridge Based Automated Container Terminal.
Transp. Sci., 2018

Optimal Computing Budget Allocation to Select the Nondominated Systems - A Large Deviations Perspective.
IEEE Trans. Autom. Control., 2018

Adjust weight vectors in MOEA/D for bi-objective optimization problems with discontinuous Pareto fronts.
Soft Comput., 2018

Analysis on high throughput layout of container yards.
Int. J. Prod. Res., 2018

A systematic model of stable multilateral automated negotiation in e-market environment.
Eng. Appl. Artif. Intell., 2018

Challenges and Opportunities in Integration of simulation and Optimization in maritime Logistics.
Proceedings of the 2018 Winter Simulation Conference, 2018

Single Direction Traffic Rule for GRID System - An Innovative Automated Material Handling System.
Proceedings of the 14th IEEE International Conference on Automation Science and Engineering, 2018

2017
A Data-Driven and Optimal Bus Scheduling Model With Time-Dependent Traffic and Demand.
IEEE Trans. Intell. Transp. Syst., 2017

Optimal Computing Budget Allocation for Particle Swarm Optimization in Stochastic Optimization.
IEEE Trans. Evol. Comput., 2017

A Sequential Budget Allocation Framework for Simulation Optimization.
IEEE Trans Autom. Sci. Eng., 2017

GO-POLARS: A Steerable Stochastic Search on the Strength of Hyperspherical Coordinates.
IEEE Trans. Autom. Control., 2017

A column generation approach for the route planning problem in fourth party logistics.
J. Oper. Res. Soc., 2017

Tree based searching approaches for integrated vehicle dispatching and container allocation in a transshipment hub.
Expert Syst. Appl., 2017

A capacity pricing and reservation problem under option contract in the air cargo freight industry.
Comput. Ind. Eng., 2017

Simulation budget allocation for simultaneously selecting the best and worst subsets.
Autom., 2017

A modularized simulation for traffic network in container terminals via network of servers with dynamic rates.
Proceedings of the 2017 Winter Simulation Conference, 2017

Optimal computing budget allocation for ranking the top designs with stochastic constraints.
Proceedings of the 2017 Winter Simulation Conference, 2017

A multi-objective perspective on robust ranking and selection.
Proceedings of the 2017 Winter Simulation Conference, 2017

Optimal design of master-worker architecture for parallelized simulation optimization.
Proceedings of the 2017 Winter Simulation Conference, 2017

Optimal computing budget allocation via sampling based unbiased approximation.
Proceedings of the 2017 Winter Simulation Conference, 2017

Efficient computing budget allocation for optimal subset selection with correlated sampling.
Proceedings of the IEEE/SICE International Symposium on System Integration, 2017

A hierarchical modeling paradigm for multi-fidelity simulation of mega container terminals.
Proceedings of the IEEE/SICE International Symposium on System Integration, 2017

Information based approach for sort operation in logistic industry.
Proceedings of the 13th IEEE Conference on Automation Science and Engineering, 2017

Capacitated competitive facility location problem of self-collection lockers by using public big data.
Proceedings of the 13th IEEE Conference on Automation Science and Engineering, 2017

2016
Improving Analytic Hierarchy Process Expert Allocation Using Optimal Computing Budget Allocation.
IEEE Trans. Syst. Man Cybern. Syst., 2016

Balancing Search and Estimation in Random Search Based Stochastic Simulation Optimization.
IEEE Trans. Autom. Control., 2016

A Simulation Budget Allocation Procedure for Enhancing the Efficiency of Optimal Subset Selection.
IEEE Trans. Autom. Control., 2016

An introduction and performance evaluation of the GRID system for transshipment terminals.
Simul., 2016

Simulation optimization in the era of Industrial 4.0 and the Industrial Internet.
J. Simulation, 2016

Model and algorithm for 4PLRP with uncertain delivery time.
Inf. Sci., 2016

Multi-objective optimal computing budget allocation for multi-objective particle swarm optimisation with particle-dependent weights.
Int. J. Simul. Process. Model., 2016

MO<sup>2</sup>TOS: Multi-Fidelity Optimization with Ordinal Transformation and Optimal Sampling.
Asia Pac. J. Oper. Res., 2016

Quantifying the Effect of Sharing Information in a Supply Chain Facing Supply Disruptions.
Asia Pac. J. Oper. Res., 2016

Constrained optimizaton for hospital bed allocation via discrete event simulation with Nested Partitions.
Proceedings of the Winter Simulation Conference, 2016

Empirical analysis of the performance of variance estimators in sequential single-run Ranking & Selection: The case of Time Dilation algorithm.
Proceedings of the Winter Simulation Conference, 2016

Hybrid order picking strategies for fashion E-commerce warehouse systems.
Proceedings of the Winter Simulation Conference, 2016

V-shaped sampling based on Kendall-Distance to enhance optimization with ranks.
Proceedings of the Winter Simulation Conference, 2016

Simulation: The past 10 years and the next 10 years.
Proceedings of the Winter Simulation Conference, 2016

2015
Optimal Budget Allocation Rule for Simulation Optimization Using Quadratic Regression in Partitioned Domains.
IEEE Trans. Syst. Man Cybern. Syst., 2015

Sample average approximation under non-i.i.d. sampling for stochastic empty container repositioning problem.
OR Spectr., 2015

4PL routing optimization under emergency conditions.
Knowl. Based Syst., 2015

Bunkering decisions for a shipping liner in an uncertain environment with service contract.
Eur. J. Oper. Res., 2015

Simulation Optimization: A Review and Exploration in the New Era of Cloud Computing and Big Data.
Asia Pac. J. Oper. Res., 2015

A comprehensive study on new conceptual container handling system.
Proceedings of the 2015 Winter Simulation Conference, 2015

Multi-objective optimization for a hospital inpatient flow process via discrete event simulation.
Proceedings of the 2015 Winter Simulation Conference, 2015

Multi-objective multi-fidelity optimization with ordinal transformation and optimal sampling.
Proceedings of the 2015 Winter Simulation Conference, 2015

A three-echelon system dynamics model on supply chain risk mitigation through information sharing.
Proceedings of the 2015 Winter Simulation Conference, 2015

An effective learning procedure for multi-fidelity simulation optimization with ordinal transformation.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2015

2014
Stochastically Constrained Ranking and Selection via SCORE.
ACM Trans. Model. Comput. Simul., 2014

Optimal Computing Budget Allocation for Complete Ranking.
IEEE Trans Autom. Sci. Eng., 2014

Simulation optimization using genetic algorithms with optimal computing budget allocation.
Simul., 2014

Dynamic determination of vessel speed and selection of bunkering ports for liner shipping under stochastic environment.
OR Spectr., 2014

Analysis on container port capacity: a Markovian modeling approach.
OR Spectr., 2014

Short-term space allocation for storage yard management in a transshipment hub port.
OR Spectr., 2014

A stochastic Setting to Bank Financial Performance for Refining Efficiency estimates.
Intell. Syst. Account. Finance Manag., 2014

A decomposition method to analyze the performance of frame bridge based automated container terminal.
Expert Syst. Appl., 2014

Impacts of supplier knowledge sharing competences and production capacities on radical innovative product sourcing.
Eur. J. Oper. Res., 2014

An efficient simulation budget allocation method incorporating regression for partitioned domains.
Autom., 2014

Efficient multi-fidelity simulation optimization.
Proceedings of the 2014 Winter Simulation Conference, 2014

A study on multi-objective particle swarm optimization with weighted scalarizing functions.
Proceedings of the 2014 Winter Simulation Conference, 2014

A simulation study for next generation transshipment port.
Proceedings of the 2014 Winter Simulation Conference, 2014

An ordinal transformation framework for multi-fidelity simulation optimization.
Proceedings of the 2014 IEEE International Conference on Automation Science and Engineering, 2014

2013
Memetic Algorithm for Real-Time Combinatorial Stochastic Simulation Optimization Problems With Performance Analysis.
IEEE Trans. Cybern., 2013

Design and evaluation of mega container terminal configurations: An integrated simulation framework.
Simul., 2013

Flexible space-sharing strategy for storage yard management in a transshipment hub port.
OR Spectr., 2013

The impact of supply chain visibility when lead time is random.
OR Spectr., 2013

Dynamic rationing and ordering policies for multiple demand classes.
OR Spectr., 2013

Fourth party logistics routing problem model with fuzzy duration time and cost discount.
Knowl. Based Syst., 2013

Determining the optimal sampling set size for random search.
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

Minimizing opportunity cost in selecting the best feasible design.
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

Storage yard management for transshipment ports.
Proceedings of the 2013 IEEE International Conference on Automation Science and Engineering, 2013

2012
A Comparative Study on Two Types of Automated Container Terminal Systems.
IEEE Trans Autom. Sci. Eng., 2012

Approximate Simulation Budget Allocation for Selecting the Best Design in the Presence of Stochastic Constraints.
IEEE Trans. Autom. Control., 2012

DEA based on strongly efficient and inefficient frontiers and its application on port efficiency measurement.
OR Spectr., 2012

The sample average approximation method for empty container repositioning with uncertainties.
Eur. J. Oper. Res., 2012

A container yard storage strategy for improving land utilization and operation efficiency in a transshipment hub port.
Eur. J. Oper. Res., 2012

A study on bunker fuel management for the shipping liner services.
Comput. Oper. Res., 2012

MicroPort: A general simulation platform for seaport container terminals.
Adv. Eng. Informatics, 2012

Closed-form sampling laws for stochastically constrained simulation optimization on large finite sets.
Proceedings of the Winter Simulation Conference, 2012

Optimization via gradient oriented polar random search.
Proceedings of the Winter Simulation Conference, 2012

Efficient computing budget allocation for a single design by using regression with sequential sampling constraint.
Proceedings of the Winter Simulation Conference, 2012

An improved simulation budget allocation procedure to efficiently select the optimal subset of many alternatives.
Proceedings of the 2012 IEEE International Conference on Automation Science and Engineering, 2012

2011
The Impacts of an Electronic Marketplace with Multiple Independent Retailers for Smart Grocery Ordering Systems.
Wirel. Pers. Commun., 2011

An Integrated Model for Berth Template and Yard Template Planning in Transshipment Hubs.
Transp. Sci., 2011

Budget Allocation for Effective Data Collection in Predicting an Accurate DEA Efficiency Score.
IEEE Trans. Autom. Control., 2011

Introduction to Part Special Issue of <i>JOS</i> - simulation: at the interface of modelling and analysis.
J. Simulation, 2011

A study on the selection of benchmarking paths in DEA.
Expert Syst. Appl., 2011

A decision model for berth allocation under uncertainty.
Eur. J. Oper. Res., 2011

Simulation optimization using the particle swarm optimization with optimal computing budget allocation.
Proceedings of the Winter Simulation Conference 2011, 2011

Multi-objective COMPASS for discrete optimization via simulation.
Proceedings of the Winter Simulation Conference 2011, 2011

Optimal sampling laws for constrained simulation optimization on finite sets: the bivariate normal case.
Proceedings of the Winter Simulation Conference 2011, 2011

A Simulation Optimisation Framework for Container Terminal Layout Design.
Proceedings of the Multi-objective Evolutionary Optimisation for Product Design and Manufacturing., 2011

2010
Simulation optimization using the cross-entropy method with optimal computing budget allocation.
ACM Trans. Model. Comput. Simul., 2010

Vehicle dispatching algorithms for container transshipment hubs.
OR Spectr., 2010

An optimisation framework for yard planning in a container terminal: case with automated rail-mounted gantry cranes.
OR Spectr., 2010

Component allocation and ordering policy in a multi-component, multi-product assembled to stock system.
OR Spectr., 2010

Multi-source facility location-allocation and inventory problem.
Eur. J. Oper. Res., 2010

Integration of indifference-zone with multi-objective computing budget allocation.
Eur. J. Oper. Res., 2010

Computing budget allocation rules for multi-objective simulation models based on different measures of selection quality.
Autom., 2010

Flight assignment plan for an air cargo inbound terminal.
Proceedings of the 2010 Winter Simulation Conference, 2010

Stochastic Simulation Optimization - An Optimal Computing Budget Allocation
System Engineering and Operations Research 1, WorldScientific, ISBN: 978-981-4466-88-2, 2010

2009
SimMan - A simulation model for workforce capacity planning.
Comput. Oper. Res., 2009

Differentiated service inventory optimization using nested partitions and MOCBA.
Comput. Oper. Res., 2009

A multi-objective selection procedure of determining a Pareto set.
Comput. Oper. Res., 2009

Optimal Computing Budget Allocation for Constrained Optimization.
Proceedings of the 2009 Winter Simulation Conference, 2009

2008
A yard storage strategy for minimizing traffic congestion in a marine container transshipment hub.
OR Spectr., 2008

Efficient Simulation Budget Allocation for Selecting an Optimal Subset.
INFORMS J. Comput., 2008

Multi-objective simulation-based evolutionary algorithm for an aircraft spare parts allocation problem.
Eur. J. Oper. Res., 2008

A study on port design automation concept.
Proceedings of the 2008 Winter Simulation Conference, Global Gateway to Discovery, 2008

Optimal sampling in design of experiment for simulation-based stochastic optimization.
Proceedings of the 2008 IEEE International Conference on Automation Science and Engineering, 2008

2007
Evolutionary Algorithm for an Inventory Location Problem.
Proceedings of the Evolutionary Scheduling, 2007

A heuristic to solve a sea cargo revenue management problem.
OR Spectr., 2007

The value of Electronic Marketplace in a perishable product inventory system with auto-correlated demand.
OR Spectr., 2007

An integrated and adaptive decision-support framework for high-tech manufacturing and service networks.
J. Simulation, 2007

Two-stage computing budget allocation approach for the response surface method.
Int. Trans. Oper. Res., 2007

A multi-objective genetic algorithm for robust flight scheduling using simulation.
Eur. J. Oper. Res., 2007

Multi-objective ordinal optimization for simulation optimization problems.
Autom., 2007

A simulation study on the uses of shuttle carriers in the container yard.
Proceedings of the Winter Simulation Conference, 2007

Finding the pareto set for multi-objective simulation models by minimization of expected opportunity cost.
Proceedings of the Winter Simulation Conference, 2007

2006
An optimization model for storage yard management in transshipment hubs.
OR Spectr., 2006

An illustrative case study on application of learning based ordinal optimization approach to complex deterministic problem.
Eur. J. Oper. Res., 2006

A hybrid multi-objective evolutionary algorithm for solving truck and trailer vehicle routing problems.
Eur. J. Oper. Res., 2006

Build-pack planning for hard disk drive assembly with approved vendor matrices and stochastic demands.
Eur. J. Oper. Res., 2006

A new approach to discrete stochastic optimization problems.
Eur. J. Oper. Res., 2006

Inventory control in the presence of an electronic marketplace.
Eur. J. Oper. Res., 2006

A general framework on the simulation-based optimization under fixed computing budget.
Eur. J. Oper. Res., 2006

A Hybrid Multiobjective Evolutionary Algorithm for Solving Vehicle Routing Problem with Time Windows.
Comput. Optim. Appl., 2006

The impact of ordinal on response surface methodology.
Proceedings of the Winter Simulation Conference WSC 2006, 2006

Integration of statistical selection with search mechanism for solving multi-objective simulation-optimization problems.
Proceedings of the Winter Simulation Conference WSC 2006, 2006

2005
Production planning with approved vendor matrices for a hard-disk drive manufacturer.
Eur. J. Oper. Res., 2005

A dynamic joint replenishment policy with auto-correlated demand.
Eur. J. Oper. Res., 2005

An integrated and adaptive decision-support framework for high-tech manufacturing and service networks.
Proceedings of the 37th Winter Simulation Conference, Orlando, FL, USA, December 4-7, 2005, 2005

Application of multi-objective simulation-optimization techniques to inventory management problems.
Proceedings of the 37th Winter Simulation Conference, Orlando, FL, USA, December 4-7, 2005, 2005

2004
Optimal Computing Budget Allocation for Multi-Objective Simulation Models.
Proceedings of the 36th conference on Winter simulation, 2004

2003
Vehicle capacity planning system: a case study on vehicle routing problem with time windows.
IEEE Trans. Syst. Man Cybern. Part A, 2003

Simulation of airports/aviation systems: discrete event simulation model for airline operations: SIMAIR.
Proceedings of the 35th Winter Simulation Conference: Driving Innovation, 2003

Efficient simulation procedures: a simulation study on sampling and selecting under fixed computing budget.
Proceedings of the 35th Winter Simulation Conference: Driving Innovation, 2003

A multiobjective evolutionary algorithm for solving vehicle routing problem with time windows.
Proceedings of the IEEE International Conference on Systems, 2003

A hybrid multiobjective evolutionary algorithm for solving truck and trailer vehicle routing problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2003

2002
Constraint ordinal optimization.
Inf. Sci., 2002

An Adaptive Real-Coded Genetic Algorithm.
Appl. Artif. Intell., 2002

Scheduling and dispatching: a simulation study on release, synchronization, and dispatching in MEMS fabrication.
Proceedings of the 34th Winter Simulation Conference: Exploring New Frontiers, 2002

2001
Heuristic methods for vehicle routing problem with time windows.
Artif. Intell. Eng., 2001

Dispatching heuristic for wafer fabrication.
Proceedings of the 33nd conference on Winter simulation, 2001

A messy genetic algorithm for the vehicle routing problem with time window constraints.
Proceedings of the 2001 Congress on Evolutionary Computation, 2001

2000
Scheduling MEMS manufacturing.
Proceedings of the 32nd conference on Winter simulation, 2000

Heuristics for Vehicle Routing Problem with Time Windows.
Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2000

1999
Explanation of goal softening in ordinal optimization.
IEEE Trans. Autom. Control., 1999


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