Hoong Chuin Lau
Orcid: 0000-0002-5326-411XAffiliations:
- Singapore Management University
According to our database1,
Hoong Chuin Lau
authored at least 208 papers
between 1994 and 2024.
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Bibliography
2024
A feasibility-preserved quantum approximate solver for the Capacitated Vehicle Routing Problem.
Quantum Inf. Process., August, 2024
Fuel-Saving Route Planning with Data-Driven and Learning-Based Approaches - A Systematic Solution for Harbor Tugs.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Online Control of Adaptive Large Neighborhood Search Using Deep Reinforcement Learning.
Proceedings of the Thirty-Fourth International Conference on Automated Planning and Scheduling, 2024
2023
Coordinating Multi-party Vehicle Routing with Location Congestion via Iterative Best Response.
SN Comput. Sci., March, 2023
CoRR, 2023
Proceedings of the Learning and Intelligent Optimization - 17th International Conference, 2023
Proceedings of the Learning and Intelligent Optimization - 17th International Conference, 2023
Learning to Send Reinforcements: Coordinating Multi-Agent Dynamic Police Patrol Dispatching and Rescheduling via Reinforcement Learning.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Proceedings of the First Tiny Papers Track at ICLR 2023, 2023
When Routing Meets Recommendation: Solving Dynamic Order Recommendations Problem in Peer-to-Peer Logistics Platforms.
Proceedings of the Computational Logistics - 14th International Conference, 2023
A Big Data Approach to Augmenting the Huff Model with Road Network and Mobility Data for Store Footfall Prediction.
Proceedings of the IEEE International Conference on Big Data, 2023
Proceedings of the Thirty-Third International Conference on Automated Planning and Scheduling, 2023
2022
Transp. Sci., 2022
Operator Selection in Adaptive Large Neighborhood Search using Deep Reinforcement Learning.
CoRR, 2022
Proceedings of the Computational Logistics - 13th International Conference, 2022
Enhancing a QUBO solver via data driven multi-start and its application to vehicle routing problem.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Techniques to enhance a QUBO solver for permutation-based combinatorial optimization.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Reinforcement Learning Approach to Solve Dynamic Bi-objective Police Patrol Dispatching and Rescheduling Problem.
Proceedings of the Thirty-Second International Conference on Automated Planning and Scheduling, 2022
OFFICERS: Operational Framework for Intelligent Crime-and-Emergency Response Scheduling.
Proceedings of the Thirty-Second International Conference on Automated Planning and Scheduling, 2022
2021
Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2021
Proceedings of the 41st IEEE International Conference on Distributed Computing Systems Workshops, 2021
A Learning and Optimization Framework for Collaborative Urban Delivery Problems with Alliances.
Proceedings of the Computational Logistics - 12th International Conference, 2021
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021
Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, 2021
GRAND-VISION: An Intelligent System for Optimized Deployment Scheduling of Law Enforcement Agents.
Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, 2021
2020
A Genetic Algorithm to Minimise the Number of Vehicles in the Electric Vehicle Routing Problem.
Proceedings of the Computational Logistics - 11th International Conference, 2020
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020
Deep Reinforcement Learning Approach to Solve Dynamic Vehicle Routing Problem with Stochastic Customers.
Proceedings of the Thirtieth International Conference on Automated Planning and Scheduling, 2020
2019
A State Aggregation Approach for Stochastic Multiperiod Last-Mile Ride-Sharing Problems.
Transp. Sci., 2019
J. Artif. Intell. Res., 2019
An artificial bee colony-based hybrid approach for waste collection problem with midway disposal pattern.
Appl. Soft Comput., 2019
Improving Law Enforcement Daily Deployment Through Machine Learning-Informed Optimization under Uncertainty.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Route Planning for a Fleet of Electric Vehicles with Waiting Times at Charging Stations.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2019
Proceedings of the Twenty-Ninth International Conference on Automated Planning and Scheduling, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Proceedings of the Business and Consumer Analytics: New Ideas, 2019
2018
Risk-Sensitive Stochastic Orienteering Problems for Trip Optimization in Urban Environments.
ACM Trans. Intell. Syst. Technol., 2018
ACM Trans. Intell. Syst. Technol., 2018
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018
Entropy Controlled Non-Stationarity for Improving Performance of Independent Learners in Anonymous MARL Settings.
CoRR, 2018
ADOPT: Combining parameter tuning and Adaptive Operator Ordering for solving a class of Orienteering Problems.
Comput. Ind. Eng., 2018
Design and Implementation of Decision Support for Traffic Management at multipurpose Port Gates.
Proceedings of the 2018 Winter Simulation Conference, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Instance-Specific Selection of AOS Methods for Solving Combinatorial Optimisation Problems via Neural Networks.
Proceedings of the Learning and Intelligent Optimization - 12th International Conference, 2018
Proceedings of the Twenty-Eighth International Conference on Automated Planning and Scheduling, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
IEEE Trans. Big Data, 2017
J. Oper. Res. Soc., 2017
Efficient gate system operations for a multipurpose port using simulation-optimization.
Proceedings of the 2017 Winter Simulation Conference, 2017
Exact and heuristic approaches for the multi-agent orienteering problem with capacity constraints.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017
Policy Gradient With Value Function Approximation For Collective Multiagent Planning.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
A Combinatorial Auction for Transportation Matching Service: Formulation and Adaptive Large Neighborhood Search Heuristic.
Proceedings of the Computational Logistics - 8th International Conference, 2017
Proceedings of the 1st ACM SIGSPATIAL Workshop on Prediction of Human Mobility, 2017
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017
Augmenting Decisions of Taxi Drivers through Reinforcement Learning for Improving Revenues.
Proceedings of the Twenty-Seventh International Conference on Automated Planning and Scheduling, 2017
Proceedings of the Twenty-Seventh International Conference on Automated Planning and Scheduling, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Achieving Economic and Environmental Sustainabilities in Urban Consolidation Center With Bicriteria Auction.
IEEE Trans Autom. Sci. Eng., 2016
New developments in metaheuristics and their applications - Selected extended contributions from the 10th Metaheuristics International Conference (MIC 2013).
J. Heuristics, 2016
Orienteering Problem: A survey of recent variants, solution approaches and applications.
Eur. J. Oper. Res., 2016
Proceedings of the Winter Simulation Conference, 2016
Self-organizing Neural Network for Adaptive Operator Selection in Evolutionary Search.
Proceedings of the Learning and Intelligent Optimization - 10th International Conference, 2016
Designing and Comparing Multiple Portfolios of Parameter Configurations for Online Algorithm Selection.
Proceedings of the Learning and Intelligent Optimization - 10th International Conference, 2016
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016
A Reinforcement Learning Framework for Trajectory Prediction Under Uncertainty and Budget Constraint.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016
An Intelligent System for Personalized Conference Event Recommendation and Scheduling.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016
Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work & Social Computing, 2016
Proceedings of the Autonomous Agents and Multiagent Systems - AAMAS 2016 Workshops, - Visionary Papers, 2016
Reinforcement Learning Framework for Modeling Spatial Sequential Decisions under Uncertainty: (Extended Abstract).
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016
Proceedings of the Twenty-Sixth International Conference on Automated Planning and Scheduling, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
Achieving Stable and Fair Profit Allocation with Minimum Subsidy in Collaborative Logistics.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Robust execution strategies for project scheduling with unreliable resources and stochastic durations.
J. Sched., 2015
Proceedings of the 2015 Winter Simulation Conference, 2015
A Layered Hidden Markov Model for Predicting Human Trajectories in a Multi-floor Building.
Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015
OSCAR: Online Selection of Algorithm Portfolios with Case Study on Memetic Algorithms.
Proceedings of the Learning and Intelligent Optimization - 9th International Conference, 2015
Proceedings of the Learning and Intelligent Optimization - 9th International Conference, 2015
Towards City-Scale Mobile Crowdsourcing: Task Recommendations under Trajectory Uncertainties.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
A Rolling Horizon Auction Mechanism and Virtual Pricing of Shipping Capacity for Urban Consolidation Centers.
Proceedings of the Computational Logistics - 6th International Conference, 2015
Proceedings of the Computational Logistics - 6th International Conference, 2015
An Iterated Local Search Algorithm for Solving the Orienteering Problem with Time Windows.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2015
Solving multi-vehicle profitable tour problem via knowledge adoption in evolutionary bi-level programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2015
Efficient order sharing with privacy preservation via double auction with split delivery.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2015
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
Proceedings of the Algorithm Configuration, 2015
2014
Web Intell. Agent Syst., 2014
Web Intell. Agent Syst., 2014
Eur. J. Oper. Res., 2014
Proceedings of 2014 IEEE International Conference on Service Operations and Logistics, 2014
Proceedings of the Fifth Symposium on Information and Communication Technology, 2014
An Empirical Study of Off-Line Configuration and On-Line Adaptation in Operator Selection.
Proceedings of the Learning and Intelligent Optimization, 2014
Proceedings of the 2014 IEEE International Conference on Industrial Engineering and Engineering Management, 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Reinforcement learning for adaptive operator selection in memetic search applied to quadratic assignment problem.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Proceedings of the 2014 IEEE International Conference on Automation Science and Engineering, 2014
Hybrid metaheuristics for solving the quadratic assignment problem and the generalized quadratic assignment problem.
Proceedings of the 2014 IEEE International Conference on Automation Science and Engineering, 2014
A quantitative analysis of decision process in social groups using human trajectories.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014
Mechanisms for arranging ride sharing and fare splitting for last-mile travel demands.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
J. Oper. Res. Soc., 2013
Improving patient length-of-stay in emergency department through dynamic queue management.
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013
Automated Parameter Tuning Framework for Heterogeneous and Large Instances: Case Study in Quadratic Assignment Problem.
Proceedings of the Learning and Intelligent Optimization - 7th International Conference, 2013
Proceedings of the Knowledge and Systems Engineering, 2013
Proceedings of the Information Security Practice and Experience, 2013
A Multi-Objective Memetic Algorithm for Vehicle Resource Allocation in Sustainable Transportation Planning.
Proceedings of the IJCAI 2013, 2013
Proceedings of the Twenty-Fifth Innovative Applications of Artificial Intelligence Conference, 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Improving patient length-of-stay in emergency department through dynamic resource allocation policies.
Proceedings of the 2013 IEEE International Conference on Automation Science and Engineering, 2013
Proceedings of the 2013 IEEE International Conference on Automation Science and Engineering, 2013
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013
Budgeted Personalized Incentive Approaches for Smoothing Congestion in Resource Networks.
Proceedings of the Algorithmic Decision Theory - Third International Conference, 2013
2012
Web Intell. Agent Syst., 2012
J. Artif. Intell. Res., 2012
Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012
Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012
Proceedings of 2012 IEEE International Conference on Service Operations and Logistics, 2012
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Intelligent Agent Technology, 2012
Proceedings of the 2012 IEEE International Conference on Automation Science and Engineering, 2012
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012
Proceedings of the Fourteenth International Conference on Electronic Commerce, 2012
Proceedings of the Fourteenth International Conference on Electronic Commerce, 2012
2011
IEEE Trans Autom. Sci. Eng., 2011
Proceedings of the Advances in Artificial Intelligence, 2011
Proceedings of the Learning and Intelligent Optimization - 5th International Conference, 2011
Proceedings of the Learning and Intelligent Optimization - 5th International Conference, 2011
Proceedings of the 26th IEEE/ACM International Conference on Automated Software Engineering (ASE 2011), 2011
A math-heuristic approach for integrated resource scheduling in a maritime logistics facility.
Proceedings of the 2011 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 2011
Proceedings of the 44th Hawaii International International Conference on Systems Science (HICSS-44 2011), 2011
2010
IEEE Trans Autom. Sci. Eng., 2010
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2010
Decentralized Resource Allocation and Scheduling via Walrasian Auctions with Negotiable Agents.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2010
On decision support for deliberating with constraints in constrained optimization models.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Effective heuristic methods for finding non-optimal solutions of interest in constrained optimization models.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Towards Finding Robust Execution Strategies for RCPSP/max with Durational Uncertainty.
Proceedings of the 20th International Conference on Automated Planning and Scheduling, 2010
2009
Integrated Resource Allocation and Scheduling in a Bidirectional Flowshop With Multimachine and COS Constraints.
IEEE Trans. Syst. Man Cybern. Part C, 2009
IEEE Trans. Serv. Comput., 2009
Conceptual framework of a dynamic resource allocation test bed and its practical realization with ProModel.
Proceedings of the IEEE International Conference on Control Applications, 2009
Proceedings of the 11th International Conference on Electronic Commerce 2009, 2009
2008
Comput. Oper. Res., 2008
Efficient algorithms for machine scheduling problems with earliness and tardiness penalties.
Ann. Oper. Res., 2008
Proceedings of the 2008 IEEE International Conference on e-Business Engineering, 2008
Distributing Complementary Resources across Multiple Periods with Stochastic Demand: Hedging via Time Frame Aggregation.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2008
A Combinatorial Auction Framework for Solving Decentralized Scheduling Problems (Extended Abstract).
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2008
Proceedings of the Eighteenth International Conference on Automated Planning and Scheduling, 2008
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008
Proceedings of the 10th International Conference on Electronic Commerce 2008, 2008
Utility pricing auction for multi-period resource allocation in multi-machine flow shop problems.
Proceedings of the 10th International Conference on Electronic Commerce 2008, 2008
2007
Int. Trans. Oper. Res., 2007
Multi-Period Combinatorial Auction Mechanism for Distributed Resource Allocation and Scheduling.
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2007
An Integrated White+Black Box Approach for Designing and Tuning Stochastic Local Search.
Proceedings of the Principles and Practice of Constraint Programming, 2007
Proceedings of the Seventeenth International Conference on Automated Planning and Scheduling, 2007
Bidirectional Flow Shop Scheduling with Multi-Machine Capacity and Critical Operation Sequencing.
Proceedings of the 22nd IEEE International Symposium on Intelligent Control, 2007
Proceedings of the Metaheuristics, 2007
2006
Evaluation of time-varying availability in multi-echelon spare parts systems with passivation.
Eur. J. Oper. Res., 2006
Finding a length-constrained maximum-sum or maximum-density subtree and its application to logistics.
Discret. Optim., 2006
Proceedings of the 19th Annual ACM Symposium on User Interface Software and Technology, 2006
Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006
Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006
Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006
Visualization for Analyzing Trajectory-Based Metaheuristic Search Algorithms.
Proceedings of the ECAI 2006, 17th European Conference on Artificial Intelligence, August 29, 2006
Proceedings of the 2006 IEEE International Conference on Automation Science and Engineering, 2006
2005
A multi-agent approach for solving optimization problems involving expensive resources.
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005
Proceedings of the 17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2005), 2005
Solving Generalized Open Constraint Optimization Problem Using Two-level Multi-agent Framework.
Proceedings of the 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2005
Partial Adjustable Autonomy in Multi-Agent Environment and Its Application to Military Logistics.
Proceedings of the 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2005
Evaluation of time-varying availability in multi-echelon inventory system under combat damage.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2005
2004
A periodic-review inventory model with application to the continuous-review obsolescence problem.
Eur. J. Oper. Res., 2004
A Two-Level Framework for Coalition Formation via Optimization and Agent Negotiation.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2004), 2004
Proceedings of the 28th International Computer Software and Applications Conference (COMPSAC 2004), 2004
Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004
2003
Eur. J. Oper. Res., 2003
Task Allocation via Multi-Agent Coalition Formation: Taxonomy, Algorithms and Complexity.
Proceedings of the 15th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2003), 2003
Multi-agent Coalition via Autonomous Price Negotiation in a Real-Time Web Environment.
Proceedings of the 2003 IEEE/WIC International Conference on Intelligent Agent Technology (IAT 2003), 2003
2002
Int. J. Artif. Intell. Tools, 2002
An Intelligent Brokering System to Support Multi-Agent Web-Based 4th-Party Logistics.
Proceedings of the 14th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2002), 2002
Combining Two Heuristics to Solve a Supply Chain Optimization Problem.
Proceedings of the 15th European Conference on Artificial Intelligence, 2002
Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002
2000
Collaborative Model and Algorithms for Supporting Real-Time Distribution Logistics Systems.
Electron. Notes Discret. Math., 2000
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000
1999
Proceedings of the Advances in Computing Science, 1999
1997
Low-degree Graph Partitioning via Local Search with Applications to Constraint Satisfaction, Max Cut, and Coloring.
J. Graph Algorithms Appl., 1997
1996
Randomized Approximation of the Constraint Satisfaction Problem.
Nord. J. Comput., 1996
Proceedings of the Algorithm Theory, 1996
Probabilistic Analysis of Local Search on Random Instances of Constraint Satisfaction.
Proceedings of the 12th European Conference on Artificial Intelligence, 1996
A New Approach for Weighted Constraint Satisfaction: Theoretical and Computational Results.
Proceedings of the Second International Conference on Principles and Practice of Constraint Programming, 1996
Probabilistic Analysis of Local Search and NP-Completeness Result for Constraint Satisfaction (Extended Abstract).
Proceedings of the Computing and Combinatorics, Second Annual International Conference, 1996
1995
Proceedings of the Algorithms and Data Structures, 4th International Workshop, 1995
1994
Proceedings of the Algorithms and Computation, 5th International Symposium, 1994