Photo of Marcus Randall
  • Bond University, Bond Business School

    4229 Gold Coast

    Australia

  • 742 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

2020

An Introduction to Temporal Optimisation using a Water Management Problem

Randall, M., Montgomery, J. & Lewis, A., Apr 2020, In : Journal of Computational Science. 42, 101108.

Research output: Contribution to journalArticleResearchpeer-review

File
24 Downloads (Pure)

Developing a Decision Support App for Computational Agriculture

Lewis, A., Randall, M. & Stewart-Koster, B., 2020, Computational Science – ICCS 2020: 20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part II. Krzhizhanovskaya, V. V., Závodszky, G., Lees, M. H., Dongarra, J. J., Sloot, P. M. A., Brissos, S. & Teixeira, J. (eds.). Cham: Springer, p. 551-561 11 p. (Lecture Notes in Computer Science (LNCS); vol. 12138).

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

2019

A model for a reliable single allocation hub network design under massive disruption

Yahyaei, M., Bashiri, M. & Randall, M., Sep 2019, In : Applied Soft Computing. 82, 14 p., 105561.

Research output: Contribution to journalArticleResearchpeer-review

Integrating continuous differential evolution with discrete local search for meander line RFID antenna design

Montgomery, J., Randall, M. & Lewis, A., 21 Oct 2019, In : PLoS One. 14, 10, 22 p., e0223194.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
65 Downloads (Pure)

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)
5 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)
117 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

Extending population oriented extremal optimisation to permutation problems

Randall, M., 2017, In : International Journal of Applied Mathematics and Informatics. 11, p. 38-43 6 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access

Solving multi-objective water management problems using evolutionary computation

Lewis, A. & Randall, M., 15 Dec 2017, In : Journal of Environmental Management. 204, p. 179-188 10 p.

Research output: Contribution to journalArticleResearchpeer-review

13 Citations (Scopus)
2016

Population extremal optimisation for discrete multi-objective optimisation problems

Randall, M. & Lewis, A., 1 Nov 2016, In : Information Sciences. 367-368, p. 390-402 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
6 Citations (Scopus)
92 Downloads (Pure)
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. Chalup, S. K., Blair, A. D. & Randall, M. (eds.). 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)
121 Downloads (Pure)

Artificial Life and Computational Intelligence: ALALCI Conference Proceedings

Chalup, S. (ed.), Blair, A. (ed.) & Randall, M. (ed.), 2015, Switzerland: Springer. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8955)

Research output: Book/ReportScholarly editionResearchpeer-review

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)
96 Downloads (Pure)

Preface

Chalup, S., Blair, A. & Randall, M., 1 Jan 2015, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8955, p. V-VI

Research output: Contribution to journalEditorialResearchpeer-review

2014

Extending the front: Designing RFID antennas using multiobjective differential evolution with biased population selection

Montgomery, J., Randall, M. & Lewis, A., 2014, In : Procedia Computer Science. 29, p. 1893-1903 11 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
7 Citations (Scopus)
105 Downloads (Pure)

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)
130 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)
131 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)
130 Downloads (Pure)

Modeling fuzzy capacitated p-hub center problem and a genetic algorithm solution

Bashiri, M., Mirzaei, M. & Randall, M., 1 Mar 2013, In : Applied Mathematical Modelling. 37, 5, p. 3513-3525 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
39 Citations (Scopus)

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)

The implementation and evaluation of a new learning space: A pilot study

Wilson, G. & Randall, M., 2012, In : Research in Learning Technology. 20, 2, 14431.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
25 Citations (Scopus)
83 Downloads (Pure)
2011

Differential evolution for a constrained combinatorial optimisation problem

Randall, M., 2011, In : International Journal of Metaheuristics. 1, 4, p. 279-297 19 p.

Research output: Contribution to journalArticleResearchpeer-review

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)

General Meta-heuristic Search Algorithms: Generalised Modelling of Combinatorial Problems

Randall, M., 2010, Saarbrücken, Germany: VDM Verlag Dr. Muller. 201 p.

Research output: Book/ReportBookResearchpeer-review

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)

Artificial Life: Borrowing from Biology: 4th Australian Conference, ACAL 2009, Melbourne, Australia, December 1-4, 2009. Proceedings

Korb, K. (ed.), Randall, M. (ed.) & Hendtlass, T. (ed.), 2009, Berlin: Springer. (Lecture Notes in Artificial Intelligence; vol. 5865)

Research output: Book/ReportScholarly editionResearchpeer-review

Biologically-Inspired Optimisation Methods: Parallel Algorithms, Systems and Applications

Lewis, A., Mostaghim, S. & Randall, M., 2009, Springer. 360 p. (Studies in Computational Intelligence; vol. 210)

Research output: Book/ReportScholarly editionResearchpeer-review

Dynamic problems and nature inspired meta-heuristics

Hendtlass, T., Moser, I. & Randall, M., 2009, Biologically-Inspired Optimisation Methods: Parallel Algorithms, Systems and Applications. Vol. 210. p. 79-109 31 p. (Studies in Computational Intelligence; vol. 210).

Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

2 Citations (Scopus)

Extremal optimisation for assignment type problems

Randall, M., Hendtlass, T. & Lewis, A., 2009, Biologically-Inspired Optimisation Methods: Parallel Algorithms, Systems and Applications. Vol. 210. p. 139-164 26 p. (Studies in Computational Intelligence; vol. 210).

Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

9 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

Multiobjective optimization for small meander wire dipole antennas in a fixed area using ant colony system

Galehdar, A., Thiel, D. V., Lewis, A. & Randall, M., Sep 2009, In : International Journal of RF and Microwave Computer-Aided Engineering. 19, 5, p. 592-597 6 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
21 Citations (Scopus)
61 Downloads (Pure)

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)

Studies in Computational Intelligence: Preface

Lewis, A., Mostaghim, S. & Randall, M., 1 Dec 2009, Biologically-Inspired Optimisation Methods: Parallel Algorithms, Systems and Applications. Lewis, A., Mostaghim, S. & Randall, M. (eds.). (Studies in Computational Intelligence; vol. 210).

Research output: Chapter in Book/Report/Conference proceedingForeword/postscriptResearchpeer-review

2 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

Using ant colony optimisation to construct meander-line RFID antennas

Lewis, A., Randall, M., Galehdar, A., Thiel, D. V. & Weis, G., 2009, Biologically-Inspired Optimisation Methods: Parallel Algorithms, Systems and Applications. Vol. 210. p. 189-217 29 p. (Studies in Computational Intelligence; vol. 210).

Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

15 Citations (Scopus)
2008

Evolutionary population dynamics and multi-objective optimisation problems

Lewis, A., Mostaghim, S. & Randall, M., 2008, Multi-Objective Optimization in Computational Intelligence: Theory and Practice. Thu Bui, L. & Alam, S. (eds.). IGI Global, p. 185-206 22 p.

Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

Open Access
File
10 Citations (Scopus)
14 Downloads (Pure)

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)

Solution approaches for the capacitated single allocation hub location problem using ant colony optimisation

Randall, M., Mar 2008, In : Computational Optimization and Applications. 39, 2, p. 239-261 23 p.

Research output: Contribution to journalArticleResearchpeer-review

39 Citations (Scopus)

Solution bias in ant colony optimisation: Lessons for selecting pheromone models

Montgomery, J., Randall, M. & Hendtlass, T., Sep 2008, In : Computers and Operations Research. 35, 9, p. 2728-2749 22 p.

Research output: Contribution to journalArticleResearchpeer-review

17 Citations (Scopus)