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, Griffith University Queensland
Award Date: 7 Jun 1999
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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
Research output
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A Bayesian belief data mining approach applied to rice and shrimp aquaculture
Randall, M., Lewis, A., Stewart-Koster, B., Anh, N. D., Burford, M., Condon, J., Van Qui, N., Huu Hiep, L., Van Bay, D., Van Sang, N. & Sammut, J., 9 Feb 2022, In: PLoS One. 17, 2, e0262402.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile22 Downloads (Pure) -
Robust temporal optimisation for a crop planning problem under climate change uncertainty
Randall, M., Montgomery, J. & Lewis, A., Jan 2022, In: Operations Research Perspectives. 9, 100219.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile51 Downloads (Pure) -
A Discrete-Event, Simulated Social Agent-Based Network Transmission (DESSABNeT) model for communicable diseases: Method and validation using SARS-CoV-2 data in three large Australian cities
Stapelberg, N., Smoll, N., Randall, M., Palipana, D., Bui, B., Macartney, K., Khandaker, G. & Wattiaux, A., 21 May 2021, In: PLoS One. 16, 5, 21 p., e0251737.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile1 Citation (Scopus)49 Downloads (Pure) -
Data mining of hospital suicidal and self-harm presentation records using a tailored evolutionary algorithm
Stapelberg, N., Randall, M., Sveticic, J., Fugelli, P., Dave, H. & Turner, K., 15 Mar 2021, In: Machine Learning with Applications. 3, 24 p., 100012.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile114 Downloads (Pure) -
Introducing water banks: principles and importance
Fazeli, S., Bozorg-Haddad, O., Randall, M. & Berrens, R., 2021, Economical, Political, and Social Issues in Water Resources. Bozorg-Haddad, O. (ed.). Amsterdam: Elsevier, p. 83-102 20 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › Research › peer-review
Activities
- 2 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
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Beyond the Classroom: The Physical meets the Virtual
Marcus Randall (Speaker)
5 Dec 2011Activity: Talk or presentation › Invited talk