• Bond University, Bond Business School

    4229 Gold Coast

    Australia

  • 707 Citations
  • 15 h-Index
19942019
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Personal profile

Research interests

I have been an active member of the international evolutionary computation and optimisation community for the past twenty years. In that time, I have produced over 90 peer reviewed works, including books, journal articles, book chapters and conference papers. Apart from that, I have organised and chaired a number of conferences and workshops as well as supervised students at a masters and doctoral level.

My current interests focus on real-world applications of evolutionary computation (particularly in the area of long term crop planning under climate change) as well as the algorithmic mechanics of heuristic search techniques. 

 

Statement for HDR students

Topics within the area of real-world optimisation and the examination of evolutionary computation methods are available for HDR students to pursue with me.

Education/Academic qualification

Environmental and Applied Science, PhD, Griffith University Queensland

Fingerprint Dive into the research topics where Marcus Randall is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Ant colony optimization Engineering & Materials Science
Extremal Optimization Mathematics
Combinatorial optimization Engineering & Materials Science
Metaheuristics Mathematics
Simulated annealing Engineering & Materials Science
Radio frequency identification (RFID) Engineering & Materials Science
Tabu search Engineering & Materials Science
Multiobjective optimization Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 1994 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

Network performance
Linearization
Disasters
Hardness
Costs
14 Downloads (Pure)

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
Radio Frequency Identification Device
Radio frequency identification (RFID)
antennae
Natural frequencies
Antennas

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

crop
climate change
land degradation
arable land
food security
1 Citation (Scopus)
63 Downloads (Pure)

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
water resource
crop
semiarid region
fallow
river basin

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

shrimp
farming systems
rice
crops
farmers

Activities 2011 2020

  • 2 Invited talk

Beyond the Classroom: The Physical meets the Virtual

Marcus Randall (Speaker)
5 Dec 2011

Activity: Talk or presentationInvited talk

Student theses

Experiments with property driven monitoring of C programs

Author: Vorobyov, K., 10 Oct 2015

Supervisor: Krishnan, P. (Supervisor), Randall, M. (Supervisor) & Stocks, P. (Supervisor)

Student thesis: Doctoral Thesis

File

Extremal Optimisation Applied to Constrained Combinatorial Multi-Objective Optimisation Problems

Author: Gomez-Meneses, P., 6 Oct 2012

Supervisor: Randall, M. (Supervisor)

Student thesis: Doctoral Thesis

File

Generating Effective Test Suites for Reactive Systems using Specification Mining

Author: Bokil, P. R., 14 Jun 2014

Supervisor: Krishnan, P. (Supervisor) & Randall, M. (Supervisor)

Student thesis: Doctoral Thesis

File

Solution Biases and Pheromone Representation Selection in Ant Colony Optimisation.

Author: Montgomery, E., 1 Oct 2005

Supervisor: Randall, M. (Supervisor) & Hendtlass, T. (External person) (Supervisor)

Student thesis: Doctoral Thesis

File