Photo of Marcus Randall
  • Bond University, Bond Business School

    4229 Gold Coast

    Australia

  • 740 Citations
  • 15 h-Index
1994 …2020

Research output per year

If you made any changes in Pure these will be visible here soon.

Research Output

Filter
Conference contribution
2019

Long Term Implications of Climate Change on Crop Planning

Lewis, A., Randall, M., Elliott, S. & Montgomery, J., 8 Jun 2019, Computational Science – ICCS 2019. Rodrigues, J. M. F., Cardoso, P. J. S., Monteiro, J., Lam, R., Krzhizhanovskaya, V. V., Lees, M. H., Sloot, P. M. A. & Dongarra, J. J. (eds.). Cham: Springer, Vol. V. p. 369-382 14 p. (Lecture Notes in Computer Science; vol. 11540).

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

Open Access
File
1 Citation (Scopus)
3 Downloads (Pure)
2018

A Computational Comparison of Evolutionary Algorithms for Water Resource Planning for Agricultural and Environmental Purposes

Montgomery, J., Fitzgerald, A., Randall, M. & Lewis, A., 28 Sep 2018, 2018 IEEE Congress on Evolutionary Computation, CEC 2018 - Proceedings. IEEE Computer Society, 8477712

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

Open Access
File
2 Citations (Scopus)
114 Downloads (Pure)

Explorations of a Bayesian Belief Network for the Simultaneous Farming of Rice and Shrimp Crops

Lewis, A., Randall, M., Stewart-Koster, B., Dieu Anh, N., Burford, M., Condon, J., Van Qui, N., Huu Hiep, L. & Sammut, J., 2018, Proceedings of the 16th International Conference on Computer Applications 2018. Yangon: University of Computer Studies, Yangon, p. 85-93 9 p.

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

2017

Constrained optimisation of agricultural water management with parameter-sensitive objectives

Lewis, A., Randall, M., Capon, S. & Jackwitz, E., 2017, Proceedings of the 15th International Conference on Computer Applications (ICCA 2017). Yangon, Myanmar, p. 79-85 7 p.

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

2015

A Genetic Algorithm solver for pest management control in Island systems

Brotankova, J., Randall, M., Lewis, A., Pressey, B. & Wenger, A., 2015, Artificial Life and Computational Intelligence - 1st Australasian Conference, ACALCI 2015, Proceedings. Springer, Vol. 8955. p. 273-285 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8955).

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

Open Access
File
3 Citations (Scopus)
119 Downloads (Pure)

Performance comparison of evolutionary algorithms for airfoil design

Randall, M., Rawlins, T., Lewis, A. & Kipouros, T., 1 Jan 2015, International conference on computational science, ICCS 2015 Computational science at the gates of nature. Koziel, S., Leifsson, L., Lees, M., Krzhizhanovskaya, VV., Dongarra, J. & Sloot, PMA. (eds.). 1 ed. Elsevier, Vol. 51. p. 2267-2276 10 p. (Procedia Computer Science).

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

Open Access
File
10 Citations (Scopus)
95 Downloads (Pure)
2014

Local search enabled extremal optimisation for continuous inseparable multi-objective benchmark and real-world problems

Randall, M., Lewis, A., Hettenhausen, J. & Kipouros, T., 2014, 2014 International conference on computational science. Abramson, D., Lees, M., Krzhizhanovskaya, VV., Dongarra, J. & Sloot, PMA. (eds.). Cairns: Elsevier, Vol. 29. p. 1904-1914 11 p. (Procedia Computer Science; vol. 29).

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

Open Access
File
2 Citations (Scopus)
126 Downloads (Pure)
2013

A multi-objective extremal optimisation approach applied to RFID antenna design

Gomez-Meneses, P., Randall, M. & Lewis, A., 2013, Evolve: A bridge between probability, set oriented numerics, and evolutionary computation II : Advances in intelligent systems and computing. Schutze, O., Coello, CAC., Tantar, AA., Tantar, E., Bouvry, P., DelMoral, P. & Legrand, P. (eds.). Springer, Vol. 175 ADVANCES. p. 431-446 16 p. (Advances in Intelligent Systems and Computing; vol. 175).

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

Open Access
File
4 Citations (Scopus)
129 Downloads (Pure)

Interactive multi-objective particle swarm optimisation using decision space interaction

Hettenhausen, J., Lewis, A., Randall, M. & Kipouros, T., 2013, 2013 IEEE Congress on Evolutionary Computation, CEC 2013. online: Wiley-IEEE Press, p. 3411-3418 8 p. 6557988

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

Open Access
File
19 Citations (Scopus)
128 Downloads (Pure)

Multiple local neighbourhood search for extremal optimisation

Randall, M., 2013, Proceedings of the X Metaheuristics International Conference. Singapore Management University, p. 278-287 10 p.

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

Open Access
File
2 Downloads (Pure)
2012

Investigating the effect of fixing the subset length using ant colony optimization algorithms for feature subset selection problems

Abd-Alsabour, N., Randall, M. & Lewis, A., 2012, Proceedings - 13th International Conference on Parallel and Distributed Computing, Applications, and Technologies, PDCAT 2012. United States: Wiley-IEEE Press, p. 733-738 6 p. 6589368

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

3 Citations (Scopus)

Multi-objective particle swarm optimisation for molecular transition state search

Hettenhausen, J., Lewis, A., Chen, S., Randall, M. & Fournier, R., 2012, Evolve: A bridge between probability, set oriented numerics, and evolutionary computation II : Advances in intelligent systems and computing. Schutze, O., Coello, CAC., Tantar, AA., Tantar, E., Bouvry, P., DelMoral, P. & Legrand, P. (eds.). Springer, Vol. 175. p. 415-430 16 p. (Advances in Intelligent Systems and Computing; vol. 175).

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

Open Access
File
2 Downloads (Pure)
2011

Differential evolution for RFID antenna design: A comparison with ant colony optimisation

Montgomery, J., Randall, M. & Lewis, A., 2011, Genetic and Evolutionary Computation Conference, GECCO'11. online: Special Interest Group on Genetic and Evolutionary Computation, p. 673-680 8 p.

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

15 Citations (Scopus)
2010

A hybrid multi-objective extremal optimisation approach for multi-objective combinatorial optimisation problems

Gómez-Meneses, P., Randall, M. & Lewis, A., 2010, 2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010. 5586194

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

5 Citations (Scopus)

Feature selection for classification using an ant colony system

Abd-Alsabour, N. & Randall, M., 2010, Proceedings - 6th IEEE International Conference on e-Science Workshops, e-ScienceW 2010. p. 86-91 6 p. 5693146

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

16 Citations (Scopus)

Implementing and evaluating a "Next generation learning space": A pilot study

Wilson, G. & Randall, M., 2010, Proceedings of the 27th Annual Conference of the Australasian Society for Computers in Learning in Tertiary Education: ASCILITE 2010. p. 1096-1100 5 p.

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

Open Access
File
1 Citation (Scopus)
4 Downloads (Pure)

Intensification strategies for extremal optimisation

Randall, M. & Lewis, A., 2010, Simulated Evolution and Learning - 8th International Conference, SEAL 2010, Proceedings. Vol. 6457 LNCS. p. 115-124 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6457 LNCS).

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

3 Citations (Scopus)

Modifications and additions to ant colony optimisation to solve the set partitioning problem

Randall, M. & Lewis, A., 2010, Proceedings - 6th IEEE International Conference on e-Science Workshops, e-ScienceW 2010. p. 110-116 7 p. 5693150

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

3 Citations (Scopus)

Pheromone pre-seeding for the construction of RFID antenna structures using ACO

Weis, G., Lewis, A., Randall, M. & Thiel, D. V., 2010, Proceedings - 2010 6th IEEE International Conference on e-Science, eScience 2010. p. 161-167 7 p. 5693913

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

4 Citations (Scopus)
2009

A hybrid extremal optimisation approach for the bin packing problem

Gómez-Meneses, P. & Randall, M., 2009, Artificial Life: Borrowing from Biology - 4th Australian Conference, ACAL 2009, Proceedings. Vol. 5865 LNAI. p. 242-251 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5865 LNAI).

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

6 Citations (Scopus)

Making it my street: The Bond university “street” area

Randall, M. & Wilson, G., 2009, Proceedings of the Next Generation Learning Spaces 2008 Colloquium: Learning spaces in higher education: Positive outcomes by design. Radcliffe, D., Wilson, H., Powell, D. & Tibbetts, B. (eds.). Brisbane, Australia : University of Queensland , p. 107-110 4 p.

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

Open Access

Optimising efficiency and gain of small meander line RFID antennas using ant colony system

Lewis, A., Weis, G., Randall, M., Galehdar, A. & Thiel, D. V., 2009, 2009 IEEE Congress on Evolutionary Computation, CEC 2009. p. 1486-1492 7 p. 4983118

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

14 Citations (Scopus)

The pod room: A group learning space

Wilson, G. & Randall, M., 2009, Proceedings of the Next Generation Learning Spaces 2008 Colloquium: Learning spaces in higher education: Positive outcomes by design. Radcliffe, D., Wilson, H., Powell, D. & Tibbetts, B. (eds.). Brisbane, Australia : University of Queensland , p. 135-138 4 p.

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

Open Access
2008

Extremal optimisation and bin packing

Hendtlass, T. & Randall, M., 2008, Simulated Evolution and Learning - 7th International Conference, SEAL 2008, Proceedings. Vol. 5361 LNAI. p. 220-228 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5361 LNAI).

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

3 Citations (Scopus)

Extremal optimisation with a penalty approach for the multidimensional knapsack problem

Gómez-Meneses, P. & Randall, M., 2008, Simulated Evolution and Learning - 7th International Conference, SEAL 2008, Proceedings. Vol. 5361 LNAI. p. 229-238 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5361 LNAI).

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

4 Citations (Scopus)

Local search for ant colony system to improve the efficiency of small meander line RFID antennas

Weis, G., Lewis, A., Randall, M., Galehdar, A. & Thiel, D. V., 2008, IEEE Congress on Evolutionary Computation 2008: CEC 2008. IEEE Canada, p. 1708-+ 2 p. (IEEE Congress on Evolutionary Computation).

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

15 Citations (Scopus)
2007

Competitive ant colony optimisation

Randall, M., 2007, New Trends in Applied Artificial Intelligence - 20th International Conference on Industrial, Engineering, and Other Applications of Applied Intelligent Systems, lEA/AlE 2007, Proceedings. Okuno, H. G. & Ali, M. (eds.). Berlin, Heidelberg: Springer, Vol. 4570. p. 974-983 10 p. (Lecture Notes in Computer Science ; vol. 4570).

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

Enhancements to extremal optimisation for generalised assignment

Randall, M., 2007, Progress in Artificial Life. Third Australian Conference, ACAL 2007 Proceedings. Randall, M., Abbass, H. & Wiles, J. (eds.). Gold Coast, Australia, Vol. 4828 . p. 369-380 12 p. (Lecture Notes in Computer Science; vol. 4828 ).

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

5 Citations (Scopus)

Using ant colony optimisation to improve the efficiency of small meander line RFID antennas

Randall, M., Lewis, A., Galehdar, A. & Thiel, D. V., 2007, Proceedings - e-Science 2007, 3rd IEEE International Conference on e-Science and Grid Computing. p. 345-351 7 p. 4426906

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

18 Citations (Scopus)
2006

An extended extremal optimisation model for parallel architectures

Randall, M. & Lewis, A., 2006, e-Science 2006 - Second IEEE International Conference on e-Science and Grid Computing. 4031087

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

12 Citations (Scopus)

Dynamic problems and nature inspired meta-heuristics

Hendtlass, T., Moser, I. & Randall, M., 2006, 2006 Second IEEE International Conference on e-Science and Grid Computing (e-Science'06). Ammsterdam: IEEE Computer Society, p. 1-6 6 p.

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

6 Citations (Scopus)

Search space reduction as a tool for achieving intensification and diversification in ant colony optimisation

Randall, M., 2006, Advances in Applied Artificial Intelligence: IEA/AIE 2006. Ali, M. & Dapoigny, R. (eds.). Springer, p. 254-261 8 p. (LECTURE NOTES IN COMPUTER SCIENCE; vol. 4031).

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

2 Citations (Scopus)
2005

Structural advantages for ant colony optimisation inherent in permutation scheduling problems

Montgomery, J., Randall, M. & Hendtlass, T., 2005, Innovations in Applied Artificial Intelligence. Ali, M. & Esposito, F. (eds.). Springer, p. 218-228 11 p. (LECTURE NOTES IN ARTIFICIAL INTELLIGENCE; vol. 3533).

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

Open Access
File
4 Citations (Scopus)
107 Downloads (Pure)

The probabilistic heuristic in local (PHIL) search meta-strategy

Randall, M., 2005, Innovations in applied and artificial intelligence : IEA/AID 2005. Ali, M. & Esposito, F. (eds.). Springer, p. 648-656 9 p. (LECTURE NOTES IN ARTIFICIAL INTELLIGENCE; vol. 3533).

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

Open Access
File
133 Downloads (Pure)
2004

Heuristics for ant colony optimisation using the generalised assignment problem

Randall, M., 2004, Congress on Evolutionary Computation: CEC2004. Vol. 2. p. 1916-1923 8 p.

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

13 Citations (Scopus)

Near parameter free ant colony optimisation

Randall, M., 2004, Ant Colony Optimization and Swarm Intelligence : ANTS 2004. Dorigo, M., Birattari, M., Blum, C., Gambardella, L. M., Mondada, F. & Stutzle, T. (eds.). Heidelberg: Springer, Vol. 3172 LNCS. p. 374-381 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3172 LNCS).

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

Open Access
File
30 Citations (Scopus)
116 Downloads (Pure)

Search bias in constructive metaheuristics and implications for ant colony optimisation

Montgomery, J., Randall, M. & Hendtlass, T., 2004, Ant Colony Optimization and Swarm Intelligence : ANTS 2004. Dorigo, M., Birattari, M., Blum, C., Gambardella, L. M., Mondada, F. & Stutzle, T. (eds.). Heidelberg: Springer, Vol. 3172 LNCS. p. 390-397 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3172 LNCS).

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

Open Access
File
7 Citations (Scopus)
126 Downloads (Pure)
2003

Automated Selection of Appropriate Pheromone Representations in Ant Colony Optimisation

Montgomery, J., Randall, M. & Hendtlass, T., 2003, Proceedings of the Australian Conference on Artificial Life: ACAL 2003. Abbass, H. A. & Wiles, J. (eds.). University of New South Wales, p. 170-184 15 p.

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

2002

Anti-pheromone as a tool for better exploration of search space

Montgomery, J. & Randall, M., 1 Jan 2002, Ant Algorithms - 3rd International Workshop, ANTS 2002, Proceedings. Dorigo, M., di Caro, G. & Sampels, M. (eds.). Springer-Verlag London Ltd., p. 100-110 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2463).

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

Open Access
File
41 Citations (Scopus)
135 Downloads (Pure)

Candidate set strategies for ant colony optimisation

Randall, M. & Montgomery, J., 1 Jan 2002, Ant Algorithms - 3rd International Workshop, ANTS 2002, Proceedings. Dorigo, M., di Caro, G. & Sampels, M. (eds.). Springer-Verlag London Ltd., p. 243-249 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2463).

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

Open Access
File
8 Citations (Scopus)
134 Downloads (Pure)

Feasibility restoration for iterative meta-heuristics search algorithms

Randall, M., 1 Jan 2002, Developments in Applied Artificial Intelligence - 15th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2002, Proceedings. Hendtlass, T. & Ali, M. (eds.). Springer-Verlag London Ltd., p. 168-178 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2358).

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

Open Access
File
2 Citations (Scopus)
137 Downloads (Pure)

Scheduling Aircraft Landings with Ant Colony Optimisation

Randall, M., Jul 2002, IASTED International Conference on Artificial Intelligence and Soft Computing. Leung, H. (ed.). Banff, 5 p. 357-020

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

2001

A Survey of Ant Colony and Particle Swarm Meta-heuristics and their Application to Discrete Optimisation Problems

Hendtlass, T. & Randall, M., 2001, Proceedings of the Inaugural Workshop on Artificial Life: AL'01. Abbass, H. A. (ed.). University of New South Wales, p. 15-25 11 p.

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

Solving network synthesis problems using ant colony optimisation

Randall, M. & Tonkes, E., 2001, Engineering of Intelligent Systems: IEA/AIE 2001. Monostori, L., Vancza, J. & Ali, M. (eds.). Berlin: Springer, Vol. 2070. p. 1-10 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2070).

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

4 Citations (Scopus)

The Accumulated Experience Ant Colony for the Travelling Salesman Problem

Randall, M. & Montgomery, J., 2001, Proceedings of the Inaugural Workshop on Artificial Life: AL'01. Abbass, H. A. (ed.). University of New South Wales, p. 79-87 11 p.

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

Open Access
File
4 Downloads (Pure)
2000

Fast Network Design for Telecommunications

berry, L., Murtagh, B., McMahon, G., Randall, M. & Sugden, S., Jul 2000, APORS 2000: the fifth Conference of the Association of Asian-Pacific Operational Research Societies within IFORS. Hoh Phua, P. K., Wong, C. G., Ming, D. H. & Koh, W. (eds.). Singapore: APORS Committee, 17-02

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

Open Access
File
4 Downloads (Pure)

Using Simulated Annealing to Solve Telecommunication Design Problems

Randall, M., McMahon, G. & Sugden, S., 2000, APORS 2000: the fifth Conference of the Association of Asian-Pacific Operational Research Societies within IFORS. Hoh Phua, P. K., Wong, C. G., Ming, D. H. & Koh, W. (eds.). Singapore: APORS Committee, 14-01

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

Open Access
File
3 Downloads (Pure)
1999

A General Parallel Tabu Search Algorithm for Combinatorial Optimisation Problems

Randall, M. & Abramson, D., 1999, PART '99: Proceedings of the 6th Australasian Conference on Parallel and Real-Time Systems, Melbourne, Australia, 29 November - 1 December 1999. Cheng, W. C. H. & Sajeev, A. S. M. (eds.). Singapore: Springer, p. 68-79 12 p.

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

1998

A Tail of 2n Cities: Performing Combinatorial Optimisation using Linked Lists on Special Purpose Computers

Abramson, D., Logothetis, P., Randall, M. & Postula, A., 1998, International Conference on Computational Intelligence and Multimedia Applications 1998 (ICCIMA '98): Proceedings of the 2nd International Conference. Selvaraj, H. & Verma, B. (eds.). World Scientific

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

Open Access
File
1997

Application Specific Computers for Combinatorial Optimisation

Abramson, D., Logothetis, P., Postula, A. & Randall, M., 1997, Proceedings of Computer Architecture. Springer, p. 29-43

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

Open Access
File
1 Downloads (Pure)