Photo of Marcus Randall
  • Bond University, Bond Business School

    4229 Gold Coast

    Australia

  • 741 Citations
  • 15 h-Index
1994 …2020

Research output per year

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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

Award Date: 7 Jun 1999

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Research Output

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
  • 20 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

  • 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
  • 63 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)

    Activities

    • 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