Research Output 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.
Education/Academic qualification
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 journal › Article › Research › peer-review
File
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 proceeding › Conference contribution › Research › peer-review
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 proceeding › Conference contribution › Research › peer-review
Open Access
File
Constrained optimisation of agricultural water management with parameter-sensitive objectives
Lewis, A., Randall, M., Capon, S. & Jackwitz, E., 2017, Proceedings of the 15th International Conference on Computer Applications (ICCA 2017). Yangon, Myanmar, p. 79-85 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Solving multi-objective water management problems using evolutionary computation
Lewis, A. & Randall, M., 15 Dec 2017, In : Journal of Environmental Management. 204, p. 179-188 10 p.Research output: Contribution to journal › Article › Research › peer-review