Managing climate change under uncertainty: Recursive integrated assessment at an inflection point

D Lemoine, I Rudik - Annual Review of Resource Economics, 2017 - annualreviews.org
Uncertainty is critical to questions about climate change policy. Recently developed
recursive integrated assessment models have become the primary tools for studying and …

Analytic solutions to the dynamic programming subproblem in hybrid vehicle energy management

V Larsson, L Johannesson… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
The computationally demanding dynamic programming (DP) algorithm is frequently used in
academic research to solve the energy management problem of a hybrid electric vehicle …

Computational methods in environmental and resource economics

Y Cai - Annual Review of Resource Economics, 2019 - annualreviews.org
Computational methods are required to solve problems without closed-form solutions in
environmental and resource economics. Efficiency, stability, and accuracy are key elements …

The social cost of stochastic and irreversible climate change

Y Cai, KL Judd, TS Lontzek - 2013 - nber.org
There is great uncertainty about the impact of anthropogenic carbon on future economic
wellbeing. We use DSICE, a DSGE extension of the DICE2007 model of William Nordhaus …

Numerical methods for large-scale dynamic economic models

L Maliar, S Maliar - Handbook of computational economics, 2014 - Elsevier
We survey numerical methods that are tractable in dynamic economic models with a finite,
large number of continuous state variables.(Examples of such models are new Keynesian …

Advances in numerical dynamic programming and new applications

Y Cai, KL Judd - Handbook of computational economics, 2014 - Elsevier
Dynamic programming is the essential tool in dynamic economic analysis. Problems such as
portfolio allocation for individuals and optimal economic growth are typical examples …

DSICE: a dynamic stochastic integrated model of climate and economy

Y Cai, KL Judd, TS Lontzek - 2012 - papers.ssrn.com
This paper introduces a dynamic stochastic integrated model of climate and economy
(DSICE), and a numerical dynamic programming algorithm for its solution. More specifically …

Envelope condition method versus endogenous grid method for solving dynamic programming problems

L Maliar, S Maliar - Economics Letters, 2013 - Elsevier
We introduce an envelope condition method (ECM) for solving dynamic programming
problems. The ECM method is simple to implement, dominates conventional value function …

Shape-preserving dynamic programming

Y Cai, KL Judd - Mathematical Methods of Operations Research, 2013 - Springer
Dynamic programming is the essential tool in dynamic economic analysis. Problems such as
portfolio allocation for individuals and optimal growth of national economies are typical …

Solving dynamic programming problems on a computational grid

Y Cai, KL Judd, G Thain, SJ Wright - Computational Economics, 2015 - Springer
We implement a dynamic programming algorithm on a computational grid consisting of
loosely coupled processors, possibly including clusters and individual workstations. The grid …