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Sustainability Assessment of an Integrated Economic-Ecologic-Social Model under Time-Dependent Uncertainties

机译:在时间依赖性不确定性下综合经济生态社会模型的可持续发展评估

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A generalized mathematical model based on compartments is used to represent economic, ecological and social elements of a real-world ecosystem. The model is then posed as an optimal control problem by maximizing/minimizing alternative sustainability indicators. Further, we include stochastic processes to represent the time-dependent uncertainties of some of the model parameters. The result is a stochastic optimal control problem; mortality and birth rates are assumed as stochastic parameters. The aim of this paper is solving the optimal control problem to derive time-dependent socio-economic policies which result in optimal values for the performance indicators (used as measures of sustainability). A numerical technique based on the BONUS algorithm is used for solving the large-scale dynamic optimization model. The case-study shows the benefits of applying the proposed methodology and illustrates the impact of human activities on the ecosystem.
机译:基于隔间的广义数学模型用于代表现实世界生态系统的经济,生态和社会元素。然后通过最大化/最小化替代可持续性指标作为最佳控制问题,该模型被提出。此外,我们包括随机过程来表示一些模型参数的时间依赖性不确定性。结果是随机最佳控制问题;假定死亡率和出生率被认为是随机参数。本文的目的正在解决最佳控制问题,以导致时间依赖的社会经济政策,这导致绩效指标的最佳价值(用作可持续性衡量标准)。基于奖励算法的数值技术用于解决大规模动态优化模型。案例研究显示了应用提出的方法的益处,并说明了人类活动对生态系统的影响。

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