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 Queensland
Award Date: 7 Jun 1999
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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Business As Usual Versus Climate-responsive, Optimised Crop Plans – A Predictive Model for Irrigated Agriculture in Australia in 2060
Lewis, A., Montgomery, J., Lewis, M., Randall, M. & Schiller, K., 28 Feb 2023, In: Water Resources Management.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
6 WAYS Australian universities are stopping student attrition
Meldrum, R., Wilkes, B., Ashford-Rowe, K., Zachariah, A., Beekhuyzen, J., Randall, M. & Show, J., 2022, Simplus Australia. 27 p.Research output: Book/Report › Other report › Education
Open Access -
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 AccessFile1 Citation (Scopus)50 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 AccessFile4 Citations (Scopus)98 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 AccessFile4 Citations (Scopus)71 Downloads (Pure)
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