Andreas T. Ernst

Affiliations:
  • Monash University, School of Mathematical Sciences, Clayton, VIC, Australia
  • CSIRO, Clayton, VIC, Australia (former)


According to our database1, Andreas T. Ernst authored at least 103 papers between 1998 and 2023.

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Bibliography

2023
Minimizing patients total clinical condition deterioration in operating theatre departments.
Ann. Oper. Res., September, 2023

Ranking constraint relaxations for mixed integer programs using a machine learning approach.
EURO J. Comput. Optim., January, 2023

Adaptive solution prediction for combinatorial optimization.
Eur. J. Oper. Res., 2023

Learning to Generate Columns with Application to Vertex Coloring.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
A Simultaneous Magnanti-Wong Method to Accelerate Benders Decomposition for the Metropolitan Container Transportation Problem.
Oper. Res., 2022

Enhancing Constraint Programming via Supervised Learning for Job Shop Scheduling.
CoRR, 2022

An Efficient Merge Search Matheuristic for Maximising the Net Present Value of Project Schedules.
CoRR, 2022

Boosting ant colony optimization via solution prediction and machine learning.
Comput. Oper. Res., 2022

Blocking Cyclic Job-Shop Scheduling Problems.
Algorithms, 2022

Enhancing Column Generation by a Machine-Learning-Based Pricing Heuristic for Graph Coloring.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Using Statistical Measures and Machine Learning for Graph Reduction to Solve Maximum Weight Clique Problems.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Generalization of machine learning for problem reduction: a case study on travelling salesman problems.
OR Spectr., 2021

Symmetry breaking of identical projects in the high-multiplicity RCPSP/max.
J. Oper. Res. Soc., 2021

Solving the maximum edge disjoint path problem using a modified Lagrangian particle swarm optimisation hybrid.
Eur. J. Oper. Res., 2021

Locomotive fuel management with inline refueling.
Eur. J. Oper. Res., 2021

New commodity representations for multicommodity network flow problems: An application to the fixed-charge network design problem.
CoRR, 2021

New partial aggregations for multicommodity network flow problems: An application to the fixed-charge network design problem.
Comput. Oper. Res., 2021

The bee-benders hybrid algorithm with application to transmission expansion planning.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020
Large neighbourhood search based on mixed integer programming and ant colony optimisation for car sequencing.
Int. J. Prod. Res., 2020

Instance Space Analysis for the Car Sequencing Problem.
CoRR, 2020

Generalization of Machine Learning for Problem Reduction: A Case Study on Travelling Salesman Problems.
CoRR, 2020

Editorial.
Comput. Oper. Res., 2020

Solution Merging in Matheuristics for Resource Constrained Job Scheduling.
Algorithms, 2020

Minimizing Total Clinical Deterioration in Operating Theatres.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Automatic decomposition of mixed integer programs for lagrangian relaxation using a multiobjective approach.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2019
Heuristic algorithms for the single allocation <i>p</i>-hub center problem with routing considerations.
OR Spectr., 2019

Distribution and Inventory Planning in a Supply Chain Under Transportation Route Disruptions and Uncertain Demands.
Int. J. Inf. Syst. Supply Chain Manag., 2019

Scheduling medical residents' training at university hospitals.
Eur. J. Oper. Res., 2019

Flexible flow shop with dedicated buffers.
Discret. Appl. Math., 2019

A hybrid differential evolution algorithm with column generation for resource constrained job scheduling.
Comput. Oper. Res., 2019

An intermodal hub location problem for container distribution in Indonesia.
Comput. Oper. Res., 2019

The 2-allocation <i>p</i>-hub median problem and a modified Benders decomposition method for solving hub location problems.
Comput. Oper. Res., 2019

Throughput optimisation in a coal export system with multiple terminals and shared resources.
Comput. Ind. Eng., 2019

Maximising the Net Present Value of Project Schedules Using CMSA and Parallel ACO.
Proceedings of the Hybrid Metaheuristics - 11th International Workshop, 2019

An improved merge search algorithm for the constrained pit problem in open-pit mining.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019

Decomposition for Large-scale Optimization Problems with Overlapping Components.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

A Biased Random Key Genetic Algorithm with Rollout Evaluations for the Resource Constraint Job Scheduling Problem.
Proceedings of the AI 2019: Advances in Artificial Intelligence, 2019

2018
A Bi-Level Optimization Model for Grouping Constrained Storage Location Assignment Problems.
IEEE Trans. Cybern., 2018

Maximising Throughput in a Complex Coal Export System.
CoRR, 2018

A new two-stage heuristic for the recreational vehicle scheduling problem.
Comput. Oper. Res., 2018

Genetic programming approach to learning multi-pass heuristics for resource constrained job scheduling.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018

A merge search algorithm and its application to the constrained pit problem in mining.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2017
Mathematical models for the berth allocation problem in dry bulk terminals.
J. Sched., 2017

New models and algorithms for the container stack rearrangement problem by yard cranes in maritime ports.
EURO J. Transp. Logist., 2017

A Modified Benders Method for the Single- and Multiple Allocation <i>P</i>-Hub Median Problems.
Proceedings of the Operations Research Proceedings 2017, 2017

Towards solving large-scale precedence constrained production scheduling problems in mining.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

An Integer Programming based Ant Colony Optimisation Method for Nurse Rostering.
Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017

Resource Constrained Job Scheduling with Parallel Constraint-Based ACO.
Proceedings of the Artificial Life and Computational Intelligence, 2017

2016
Heuristic decomposition approaches for an integrated task scheduling and personnel rostering problem.
Comput. Oper. Res., 2016

Parallel ant colony optimization for resource constrained job scheduling.
Ann. Oper. Res., 2016

A Population-based Local Search Technique with Random Descent and Jump for the Steiner Tree Problem in Graphs.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

2015
Rail schedule optimisation in the hunter valley coal chain.
RAIRO Oper. Res., 2015

Modelling Australian land use competition and ecosystem services with food price feedbacks at high spatial resolution.
Environ. Model. Softw., 2015

History-dependent scheduling: Models and algorithms for scheduling with general precedence and sequence dependence.
Comput. Oper. Res., 2015

A parallel optimisation approach for the realisation problem in intensity modulated radiotherapy treatment planning.
Comput. Optim. Appl., 2015

Combined Aggregation and Column Generation for Land-Use Trade-Off Optimisation.
Proceedings of the Environmental Software Systems. Infrastructures, Services and Applications, 2015

A Triplet-Based Exact Method for the Shift Minimisation Personnel Task Scheduling Problem.
Proceedings of the Algorithms - ESA 2015, 2015

A Restricted Neighbourhood Tabu Search for Storage Location Assignment Problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014
Medium-Term Rail Scheduling for an Iron Ore Mining Company.
Interfaces, 2014

Incremental network design with shortest paths.
Eur. J. Oper. Res., 2014

A Lagrangian-ACO matheuristic for car sequencing.
EURO J. Comput. Optim., 2014

A Stackelberg hub arc location model for a competitive environment.
Comput. Oper. Res., 2014

Approaches for solving the container stacking problem with route distance minimization and stack rearrangement considerations.
Comput. Oper. Res., 2014

Scaling Up Solutions to Storage Location Assignment Problems by Genetic Programming.
Proceedings of the Simulated Evolution and Learning - 10th International Conference, 2014

Hybrids of Integer Programming and ACO for Resource Constrained Job Scheduling.
Proceedings of the Hybrid Metaheuristics - 9th International Workshop, HM 2014, 2014

A genetic programming-based hyper-heuristic approach for storage location assignment problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
Scalable Multi Swarm-Based Algorithms with Lagrangian Relaxation for Constrained Problems.
Proceedings of the 12th IEEE International Conference on Trust, 2013

2012
An exact method for minimizing the total treatment time in intensity-modulated radiotherapy.
J. Oper. Res. Soc., 2012

A mixed integer programming model for long term capacity expansion planning: A case study from The Hunter Valley Coal Chain.
Eur. J. Oper. Res., 2012

Algorithms for large scale Shift Minimisation Personnel Task Scheduling Problems.
Eur. J. Oper. Res., 2012

Lagrangian Particle Swarm Optimization for a resource constrained machine scheduling problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011
Resource constraint scheduling with a fractional shared resource.
Oper. Res. Lett., 2011

An efficient Lagrangean heuristic for rental vehicle scheduling.
Comput. Oper. Res., 2011

Car sequencing with constraint-based ACO.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010
Dynamic scheduling of recreational rental vehicles with revenue management extensions.
J. Oper. Res. Soc., 2010

A hybrid Lagrangian Particle Swarm Optimization Algorithm for the degree-constrained minimum spanning tree problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
An Exact Method for the Minimum Cardinality Problem in the Treatment Planning of Intensity-Modulated Radiotherapy.
INFORMS J. Comput., 2009

A 2-phase algorithm for solving the single allocation p-hub center problem.
Comput. Oper. Res., 2009

Uncapacitated single and multiple allocation p-hub center problems.
Comput. Oper. Res., 2009

Hybridizing Beam-ACO with Constraint Programming for Single Machine Job Scheduling.
Proceedings of the Hybrid Metaheuristics, 6th International Workshop, 2009

Beam-ACO Based on Stochastic Sampling for Makespan Optimization Concerning the TSP with Time Windows.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2009

2008
Strip packing with hybrid ACO: Placement order is learnable.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Scheduling Meetings at Trade Events with Complex Preferences.
Proceedings of the Eighteenth International Conference on Automated Planning and Scheduling, 2008

2007
New cutting-planes for the time- and/or precedence-constrained ATSP and directed VRP.
Math. Methods Oper. Res., 2007

Static and Dynamic Order Scheduling for Recreational Rental Vehicles at Tourism Holdings Limited.
Interfaces, 2007

Taming Wind Energy with Battery Storage.
Proceedings of the Operations Research, 2007

2006
Exact Solutions to Task Allocation Problems.
Manag. Sci., 2006

2005
Hub Arc Location Problems: Part II - Formulations and Optimal Algorithms.
Manag. Sci., 2005

Hub Arc Location Problems: Part I - Introduction and Results.
Manag. Sci., 2005

2004
ICE: a statistical approach to identifying endmembers in hyperspectral images.
IEEE Trans. Geosci. Remote. Sens., 2004

Staff scheduling and rostering: A review of applications, methods and models.
Eur. J. Oper. Res., 2004

Preprocessing and cutting for multiple allocation hub location problems.
Eur. J. Oper. Res., 2004

An Annotated Bibliography of Personnel Scheduling and Rostering.
Ann. Oper. Res., 2004

Integrating ACO and Constraint Propagation.
Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2004

2003
Solving hub arc location problems on a cluster of workstations.
Parallel Comput., 2003

Scheduling Appointments at Trade Events for the Australian Tourist Commission.
Interfaces, 2003

ICE: an automated statistical approach to identifying endmembers in hyperspectral images.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

2001
Comparison of Algorithms for the Degree Constrained Minimum Spanning Tree.
J. Heuristics, 2001

An Integrated Optimization Model for Train Crew Management.
Ann. Oper. Res., 2001

2000
The capacitated multiple allocation hub location problem: Formulations and algorithms.
Eur. J. Oper. Res., 2000

1999
Heuristic and exact algorithms for scheduling aircraft landings.
Networks, 1999

Solution algorithms for the capacitated single allocation hub location problem.
Ann. Oper. Res., 1999

1998
An Exact Solution Approach Based on Shortest-Paths for <i>p</i>-Hub Median Problems.
INFORMS J. Comput., 1998


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