Andreas Ernst

Professor

  • 9 Rainforest Walk, Room 346

    Clayton Campus

    Australia

Accepting PhD Students

1994 …2020
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Research Output 1994 2019

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Conference Paper
2018

A merge search algorithm and its application to the constrained pit problem in mining

Kenny, A., Li, X. & Ernst, A. T., 2 Jul 2018, GECCO 2018 - Proceedings of the 2018 Genetic and Evolutionary Computation Conference: 2018 Genetic and Evolutionary Computation Conference, GECCO 2018; Kyoto; Japan; 15 July 2018 through 19 July 2018. Aguirre, H. (ed.). New York NY USA: Association for Computing Machinery (ACM), p. 316-323 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Efficient Models, Formulations and Algorithms for Some Variants of Fixed Interval Scheduling Problems

Ramesh, D. N., Krishnamoorthy, M. & Ernst, A. T., 2018, Data and Decision Sciences in Action: Proceedings of the Australian Society for Operations Research Conference 2016. Sarker, R., Abbass, H. A., Dunstall, S., Kilby, P., Davis, R. & Young, L. (eds.). Cham Switzerland: Springer, p. 43-69 27 p. (Lecture Notes in Management and Industrial Engineering).

Research output: Chapter in Book/Report/Conference proceedingConference PaperOtherpeer-review

2017

Resource constrained job scheduling with parallel constraint-based ACO

Cohen, D., Gómez-Iglesias, A., Thiruvady, D. & Ernst, A. T., 2017, Artificial Life and Computational Intelligence: Third Australasian Conference, ACALCI 2017, Geelong, VIC, Australia, January 31 - Feburary 2, 2017, Proceedings. Wagner, M., Li, X. & Hendtlass, T. (eds.). Cham, Switzerland: Springer, p. 266-278 13 p. (Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science); vol. 10142).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2016

A linear programming based iterative heuristic for the recreational vehicle scheduling problem

Kulkarni, S. S., Ernst, A., Ranade, A. & Krishnamoorthy, M., 27 Dec 2016, Industrial Engineering and Engineering Management (IEEM), 2016 IEEE International Conference on. Chen, N. & Xie, M. (eds.). IEEE Computer Society, Vol. 2016-December. p. 784-788 5 p. 7797983

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

A population-based local search technique with random descent and jump for the Steiner tree problem in graphs

Kenny, A., Li, X., Qin, A. K. & Ernst, A. T., 20 Jul 2016, GECCO'16 - Proceedings of the 2016 Genetic and Evolutionary Computation Conference. Sutton, A. M. (ed.). New York NY USA: Association for Computing Machinery (ACM), p. 333-340 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2015

A Hybrid Cross-Entropy and Progressive Hedging Matheuristic with application to a RAPS System

Ernst, A. T., Moore, T., Owens, B. & Singh, G., 2015, MODSIM2015, 21st International Congress on Modelling and Simulation. Anderssen, R., Weber, T. & McPhee, M. (eds.). Australia: Modelling and Simulation Society of Australia and New Zealand, p. 1841-1847 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

An integrated model of land-use trade-offs and expanding agricultural processing centres

Nazari, A., Penazzi, S., Ernst, A. T., Dunstall, S., Bryan, B., Connor, J. & Nolan, M., 2015, MODSIM2015 Proceedings - The 21st International Congress on Modelling and Simulation : Gold Coast Convention and Exhibition Centre, Broadbeach, Queensland, Australia from Sunday 29 November to Friday 4 December 2015. Anderssen, R., Weber, T. & McPhee, M. (eds.). Qld Australia: Modelling and Simulation Society of Australia and New Zealand, p. 1219-1225 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File

A triplet-based exact method for the shift minimisation personnel task scheduling problem

Baatar, D., Krishnamoorthy, M. & Ernst, A. T., 2015, Algorithms - ESA 2015. Bansal, N. & Finocchi, I. (eds.). Heidelberg Germany: Springer, Vol. 9294. p. 59 - 70 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Combined aggregation and column generation for land-use trade-off optimisation

Nazari, A., Ernst, A. T., Dunstall, S., Bryan, B. A., Connor, J. D., Nolan, M. & Stock, F., 2015, Environmental Software Systems - Infrastructures, Services and Applications. Denzer, R., Argent, R. M., Schimak, G. & Hrebicek, J. (eds.). Heidelberg Germany: Springer, Vol. 448. p. 455 - 466 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Integer Programming Formulations for the Uncapacitated Vehicle Routing p-Hub Center Problem

Kartal, Z. & Ernst, A. T., 2015, MODSIM2015, 21st International Congress on Modelling and Simulation. Anderssen, R., Weber, T. & McPhee, M. (eds.). Australia: Modelling and Simulation Society of Australia and New Zealand, p. 1724-1730 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access

Integrated planning of linear infrastructure and conservation offsets

Bunton, J. D., Ernst, A. T., Hanson, J. O., Beyer, H. L., Hammill, E., Runge, C. A., Venter, O., Possingham, H. P. & Rhodes, J. R., 2015, MODSIM2015, 21st International Congress on Modelling and Simulation. Anderssen, R., Weber, T. & McPhee, M. (eds.). Australia: Modelling and Simulation Society of Australia and New Zealand, p. 1427-1433 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access

Minimizing bushfire risk through optimal powerline assets replacement and improvement

Roozbahani, R., Huston, C., Dunstall, S., Abbasi, B., Ernst, A. & Schreider, S., 2015, MODSIM2015, 21st International Congress on Modelling and Simulation. Anderssen, R., Weber, T. & McPhee, M. (eds.). Australia: Modelling and Simulation Society of Australia and New Zealand, p. 1834-1840 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access

Using optimisation to suggest alternative supply chains in the context of industrial symbiosis

Stock, F., Dunstall, S., Ayre, M., Ernst, A., Nazari, A., Thiruvady, D. & King, S., 2015, MODSIM2015, 21st International Congress on Modelling and Simulation. Anderssen, R., Weber, T. & McPhee, M. (eds.). Australia: Modelling and Simulation Society of Australia and New Zealand, p. 1766-1772 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
2014

A genetic programming-based hyper-heuristic approach for storage location assignment problem

Xie, J., Mei, Y., Ernst, A. T., Li, X. & Song, A., 16 Sep 2014, Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014. IEEE, Institute of Electrical and Electronics Engineers, p. 3000-3007 8 p. 6900604

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Hybrids of integer programming and ACO for resource constrained job scheduling

Thiruvady, D. R., Singh, G. & Ernst, A. T., 2014, Hybrid Metaheuristics. Blesa, M. J., Blum, C. & Voss, S. (eds.). Heidelberg Germany: Springer, Vol. 8457. p. 130 - 144 15 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Scaling up solutions to storage location assignment problems by genetic programming

Xie, J., Mei, Y., Ernst, A. T., Li, X. & Song, A., 2014, Simulated Evolution and Learning. Dick, G., Browne, W. N., Whigham, P., Zhang, M., Bui, L. T., Ishibuchi, H., Jin, Y., Li, X., Shi, Y., Singh, P., Tan, K. C. & Tang, K. (eds.). Heidelberg Germany: Springer, Vol. 8886. p. 691 - 702 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Transmission expansion planning considering energy storage

Macrae, C., Ozlen, M. & Ernst, A., 9 Feb 2014, 2014 IEEE International Autumn Meeting on Power, Electronics and Computing, ROPEC 2014. IEEE, Institute of Electrical and Electronics Engineers, 12 p. 7036327

Research output: Chapter in Book/Report/Conference proceedingConference PaperOtherpeer-review

2013

Accounting for renewable energy supply intermittency in energy systems modelling

Dunstall, S., Elgindy, T., Jafari, N., Ayre, M., Ernst, A. T., Graham, P., Reedman, L., Savelsbergh, M. WP. & Woodmand, S., 2013, MODSIM2013, 20th International Congress on Modelling and Simulation. Piantadosi, J., Anderssen, R. S. & Boland, J. (eds.). Canberra ACT Australia: Modelling and Simulation Society of Australia and New Zealand, p. 1509 - 1515 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Container packing problem for stochastic inventory and optimal ordering through integer programming

Nazari, A., Dunstall, S. & Ernst, A. T., 2013, MODSIM2013, 20th International Congress on Modelling and Simulation. Piantadosi, J., Anderssen, R. S. & Boland, J. (eds.). Canberra ACT Australia: Modelling and Simulation Society of Australia and New Zealand, p. 57-63 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access

Controlling micro-CHP generators as a virtual power plant

MacRae, C. A. G., Weiskircher, R., Dunstall, S., Ernst, A. T. & Kontoleon, N., 2013, MODSIM2013, 20th International Congress on Modelling and Simulation. Piantadosi, J., Anderssen, R. S. & Boland, J. (eds.). Canberra ACT Australia: Modelling and Simulation Society of Australia and New Zealand, p. 1523-1529 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access

Scalable multi swarm-based algorithms with Lagrangian relaxation for constrained problems

Gomez-Iglesias, A., Ernst, A. T. & Singh, G., 2013, Proceedings of the 11th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA-13). Stojmenovic, I., Hobbs, M. & Mossucca, L. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1073 - 1080 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Time aggregation for network design to meet time-constrained demand

Boland, N., Ernst, A., Kalinowski, T., Rocha de Paula, M., Savelsbergh, M. & Singh, G., 2013, MODSIM2013, 20th International Congress on Modelling and Simulation. Piantadosi, J., Anderssen, R. S. & Boland, J. (eds.). Canberra ACT Australia: Modelling and Simulation Society of Australia and New Zealand, p. 3281-3287 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
2012

Lagrangian Particle Swarm Optimization for a Resource Constrained Machine Scheduling problem

Ernst, A. T. & Singh, G., 2012, 2012 IEEE Congress on Evolutionary Computation (CEC). Li, X. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1 - 8 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2011

Car sequencing with constraint-based ACO

Thiruvady, D. R., Meyer, B. & Ernst, A. T., 2011, Proceedings of the 13th Annual Conference Companion on Genetic and Evolutionary Computation. Krasnogor, N. (ed.). New York NY USA: Association for Computing Machinery (ACM), p. 163 - 170 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Medium-term rail planning at Rio Tinto Iron Ore

Garcia-Flores, R., Singh, G., Ernst, A. T. & Welgama, P., 2011, MODSIM2011 - 19th International Congress on Modelling and Simulation. Chan, F., Marinova, D. & Anderssen, R. S. (eds.). Canberra ACT Australia: Modelling and Simulation Society of Australia and New Zealand, p. 311 - 317 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2010

A hybrid Lagrangian Particle Swarm Optimization Algorithm for the degree-constrained minimum spanning tree problem

Ernst, A. T., 2010, 2010 IEEE Congress on Evolutionary Computation (CEC). Ishibuchi, H. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1 - 8 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2009

Beam-ACO based on stochastic sampling for makespan optimization concerning the TSP with time windows

Lopez-Ibanez, M., Blum, C., Thiruvady, D. R., Ernst, A. T. & Meyer, B., 2009, Proceedings of the 9th European Conference on Evolutionary Computation in Combinatorial Optimization. Cotta, C. & Cowling, P. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 5482. p. 97 - 108 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Hybridizing beam-ACO with constraint programming for single machine job scheduling

Thiruvady, D. R., Blum, C., Meyer, B. & Ernst, A. T., 2009, Proceedings of the 6th International Workshop on Hybrid Metaheuristics (HM 2009). Blesa, M. J., Blum, C., Di Gaspero, L., Roli, A., Sampels, M. & Schaerf, A. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 5818. p. 30 - 44 15 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Using intelligent storage to smooth wind energy generation

Coppin, P., Lam, L. & Ernst, A., 2009, European Wind Energy Conference and Exhibition 2009, EWEC 2009. Vol. 7. p. 4810-4817 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2008

Scheduling meetings at trade events with complex preferences

Ernst, A., Singh, G. & Weiskircher, R., 2008, ICAPS 2008 - Proceedings of the 18th International Conference on Automated Planning and Scheduling. p. 76-82 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Strip packing with hybrid ACO: Placement order is learnable

Thiruvady, D. R., Meyer, B. & Ernst, A. T., 2008, Proceedings of the 2008 IEEE World Congress on Computational Intelligence. Michalewicz, Z. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1207 - 1213 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2004

Integrating ACO and constraint propagation

Meyer, B. & Ernst, A., 2004, Proceedings of the 4th International Workshop on Ant Colony Optimization and Swarm Intelligence (ANTS 2004). Dorigo, M., Birattari, M., Blum, C., Gambardella, L. M., Mondada, F. & Stuzle, T. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 3172. p. 166 - 177 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2003

ICE: An Automated Statistical Approach to Identifying Endmembers in Hyperspectral Images

Berman, M., Kiiveri, H., Lagerstrom, R., Ernst, A., Dunne, R. & Huntington, J., 2003, International Geoscience and Remote Sensing Symposium (IGARSS). Vol. 1. p. 279-283 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review