Optimal control of a global model of climate change with adaptation and mitigation

IF 1 4区 数学 Q1 MATHEMATICS
Manoj Atolia, Prakash Loungani, Helmut Maurer, Willi Semmler
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引用次数: 2

Abstract

The economy-climate interaction and an appropriate mitigation policy for climate protection have been treated in various types of scientific modeling. Here, we specifically focus on the seminal work by Nordhaus [14, 15] on the economy-climate link. We extend the Nordhaus type model to include optimal policies for mitigation, adaptation and infrastructure investment studying the dynamics of the transition to a low fossil-fuel economy. Formally, the model gives rise to an optimal control problem consisting of a dynamic system with five-dimensional state vector representing stocks of private capital, green capital, public capital, stock of brown energy in the ground, and carbon emissions. The objective function captures preferences over consumption but is also impacted by atmospheric $ \mathrm{CO}_2 $ and by mitigation and adaptation policies. Given the numerous challenges to climate change policies the control vector is eight-dimensional comprising mitigation, adaptation and infrastructure investment. Our solutions are characterized by turnpike property and the optimal policies that accomplish the objective of keeping the $ \mathrm{CO}_2 $ levels within bound are characterized by a significant proportion of investment in public capital going to mitigation in the initial periods. When initial levels of $ \mathrm{CO}_{2} $ are high, adaptation efforts also start immediately, but during the initial period, they account for a smaller proportion of government's public investment.
具有适应和减缓的全球气候变化模式的最优控制
经济-气候相互作用和适当的减缓气候保护政策已在各种类型的科学模型中得到处理。在这里,我们特别关注诺德豪斯[14,15]在经济-气候联系方面的开创性工作。我们扩展了诺德豪斯型模型,将减缓、适应和基础设施投资的最佳政策纳入其中,研究向低化石燃料经济过渡的动态。形式上,该模型产生一个最优控制问题,该问题由一个动态系统组成,该动态系统具有代表私人资本存量、绿色资本存量、公共资本存量、地下棕色能源存量和碳排放的五维状态向量。目标函数反映了对消费的偏好,但也受到大气{{CO}_2 $以及减缓和适应政策的影响。鉴于气候变化政策面临诸多挑战,控制媒介是八个维度的,包括缓解、适应和基础设施投资。我们的解决方案具有收费公路性质,而实现将$ \ mathm {CO}_2 $水平保持在一定范围内的目标的最优政策的特点是在初始阶段将大量公共资本投资用于缓解。当初始水平很高时,适应工作也会立即启动,但在初始阶段,它们占政府公共投资的比例较小。
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来源期刊
Mathematical Control and Related Fields
Mathematical Control and Related Fields MATHEMATICS, APPLIED-MATHEMATICS
CiteScore
2.50
自引率
8.30%
发文量
67
期刊介绍: MCRF aims to publish original research as well as expository papers on mathematical control theory and related fields. The goal is to provide a complete and reliable source of mathematical methods and results in this field. The journal will also accept papers from some related fields such as differential equations, functional analysis, probability theory and stochastic analysis, inverse problems, optimization, numerical computation, mathematical finance, information theory, game theory, system theory, etc., provided that they have some intrinsic connections with control theory.
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