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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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 AccessFile2 Citations (Scopus)83 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 AccessFile28 Downloads (Pure) -
Developing A Reference Method for Indirect Measurement of Pasture Evapotranspiration at Sub-Meter Spatial Resolution
Shahinur Alam, M., Lamb, D., Rahman, M. M. & Randall, M., Dec 2024, In: Smart Agricultural Technology. 9, p. 1-27 27 p., 100567.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
Factors Affecting Crop Prices in the Context of Climate Change—A Review
Nguyen, T. H., Randall, M. & Lewis, A., 16 Jan 2024, In: Agriculture. 14, 1, p. 1-17 17 p., 135.Research output: Contribution to journal › Review article › Research › peer-review
Open AccessFile8 Citations (Scopus)256 Downloads (Pure) -
Preparing rural communities for the future: spatiotemporal optimisation of rotation sequences - STORS
Schiller, K., Randall, M., Montgomery, J. & Lewis, A., 2024, p. 1-4. 4 p.Research output: Contribution to conference › Paper › Research › peer-review
Open Access
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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