Please use this identifier to cite or link to this item: https://hdl.handle.net/2440/119113
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Type: Journal article
Title: Framework for minimising the impact of regional shocks on global food security using multi-objective ant colony optimisation
Author: Golding, P.
Kapadia, S.
Naylor, S.
Schulz, J.
Maier, H.
Lall, U.
van der Velde, M.
Citation: Environmental Modelling and Software, 2017; 95:303-319
Publisher: Elsevier
Issue Date: 2017
ISSN: 1364-8152
1873-6726
Statement of
Responsibility: 
Peter Golding, Sam Kapadia, Stella Naylor, Jonathan Schulz, Holger R. Maier, Upmanu Lall, Marijn van der Velde
Abstract: A general framework for the identification of optimal strategies for mitigating the impact of regional shocks to the global food production network is introduced. The framework utilises multi-objective ant colony optimisation (ACO) as the optimisation engine and is applicable to production-, demand-, storage- and distribution-focussed mitigation options. A detailed formulation for using trade as the mitigation option is presented and applied to a shock to wheat production in North America for illustrative purposes. Different strategies for improving the performance of the ACO algorithm are also presented and tested. Results indicate that the proposed framework has the potential to identify a range of practical trade mitigation strategies for consideration by decision makers, including trade-offs between the extent to which regional shocks can be mitigated and the degree to which existing trade arrangements have to be modified, as well as the relative importance of various trade agreements and different exporting countries.
Keywords: Optimization; global food security; shock mitigation; trade; ant colony optimization; search space size reduction
Rights: © 2017 Elsevier Ltd. All rights reserved.
DOI: 10.1016/j.envsoft.2017.06.004
Published version: http://dx.doi.org/10.1016/j.envsoft.2017.06.004
Appears in Collections:Aurora harvest 8
Civil and Environmental Engineering publications

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