Robust Food–Energy–Water–Environmental Security Management: Stochastic Quasigradient Procedure for Linkage of Distributed Optimization Models under Asymmetric Information and Uncertainty

Ermoliev, Y., Zagorodny, A.G., Bogdanov, V. L., Ermolieva, T., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Rovenskaya, E. ORCID: https://orcid.org/0000-0002-2761-3443, Komendantova, N. ORCID: https://orcid.org/0000-0003-2568-6179, & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2022). Robust Food–Energy–Water–Environmental Security Management: Stochastic Quasigradient Procedure for Linkage of Distributed Optimization Models under Asymmetric Information and Uncertainty. Cybernetics and Systems Analysis 58 (1) 45-57. 10.1007/s10559-022-00434-5.

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Abstract

The paper presents a consistent algorithm for regional and sectoral distributed models’ linkage and optimization under asymmetric information based on iterative stochastic quasigradient (SQG) solution procedure of, in general, nonsmooth nondifferentiable optimization. The procedure is used for linking individual sectoral and regional models for integrated and interdependent Food–Energy–Water–Environmental security analysis and management.

Item Type:	Article
Research Programs:	Advancing Systems Analysis (ASA) Advancing Systems Analysis (ASA) > Cooperation and Transformative Governance (CAT) Advancing Systems Analysis (ASA) > Exploratory Modeling of Human-natural Systems (EM) Biodiversity and Natural Resources (BNR) Biodiversity and Natural Resources (BNR) > Integrated Biosphere Futures (IBF)
Depositing User:	Luke Kirwan
Date Deposited:	21 Mar 2022 12:02
Last Modified:	21 Mar 2022 12:02
URI:	https://pure.iiasa.ac.at/17880

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