Projects per year
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.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Environmental and Applied Science, PhD, A General Purpose Modelling System and Meta-heuristic Solver for Combinatorial Optimisation Problems, Griffith University
Award Date: 7 Jun 1999
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Collaborations and top research areas from the last five years
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Projects
- 1 Active
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Climate-aware Sustainable Crop Planning Approaches for Australia
Randall, M., Mackey, B., Montgomery, J. & Lewis, A.
1/01/21 → …
Project: Research
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Are EDs the only option? Hospital-based alternatives to the emergency department for mental health crises: A scoping review
Hudson, C., Bowman, C. & Randall, M., 19 May 2025, In: International Journal of Mental Health Nursing. 34, 3, p. 1-15 15 p., e70060.Research output: Contribution to journal › Review article › Research › peer-review
Open AccessFile37 Downloads (Pure) -
Artificial intelligence versus humans: A comparative analysis of time, cost, and performance on a clinical code conversion task
Hudson, C., Randall, M., Bowman, C., Joy, A. & Goldsworthy, A., 11 Jul 2025, (E-pub ahead of print) In: artificial intelligence in health. p. 1-11 11 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile96 Downloads (Pure) -
Optimising Long-range Agricultural Land Use under Climate Uncertainty
Schiller, K., Montgomery, J., Randall, M., Lewis, A. & Shahinur Alam, M., 14 Oct 2025, In: Agriculture (Switzerland). 15, 20, p. 1-29 29 p., 2133.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
A Systematic Review of Crop Planning Optimisation Under Climate Change
Randall, M., Schiller, K., Andrew, L., Montgomery, J. & Shahinur Alam, M., 20 Feb 2024, In: Water Resources Management. p. 1-15 15 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile3 Citations (Scopus)112 Downloads (Pure) -
Correction: A Bayesian belief data mining approach applied to rice and shrimp aquaculture (PloS one (2022) 17 2 DOI: 10.1371/journal.pone.0262402)
Randall, M., Lewis, A., Stewart-Koster, B., Anh, N. D., Burford, M. A., Condon, J., Qui, N. V., Hiep, L. H., Bay, D. V., Sang, N. V. & Sammut, J., 11 Jul 2024, In: PLoS One. 19, 7, p. 1-1 1 p., e0307315.Research output: Contribution to journal › Article › Research
Open AccessFile37 Downloads (Pure)
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Osaka Municipal University
Gareth Thomas (Visitor) & Marcus Randall (Visitor)
Apr 2024Activity: Visiting an external institution
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Beyond the Classroom: The Physical meets the Virtual
Marcus Randall (Speaker)
5 Dec 2011Activity: Talk or presentation › Invited talk
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Long Term Implications of Climate Change on Crop Planning: Predictions and Planning Models
Marcus Randall (Speaker)
24 Mar 2020Activity: Talk or presentation › Invited talk