The Dual Approach to Recursive Optimization: Theory and Examples

S-Tier
Journal: Econometrica
Year: 2018
Volume: 86
Issue: 1
Pages: 133-172

Score contribution per author:

2.681 = (α=2.01 / 3 authors) × 4.0x S-tier

α: calibrated so average coauthorship-adjusted count equals average raw count

Abstract

We develop a recursive dual method for solving dynamic economic problems. The method uses a Lagrangian to pair a dynamic recursive economic problem with a dual problem. We show that such dual problems can be recursively decomposed with costates (i.e., Lagrange multipliers on laws of motion) functioning as state variables. In dynamic contracting and policy settings, the method often replaces an endogenous state space of forward‐looking utilities with an exogenously given state space of costates. We provide a principle of optimality for dual problems and give conditions under which the dual Bellman operator is a contraction with the optimal dual value function its unique fixed point. We relate economic problems to their duals, address computational issues, and give examples.

Technical Details

RePEc Handle
repec:wly:emetrp:v:86:y:2018:i:1:p:133-172
Journal Field
General
Author Count
3
Added to Database
2026-01-26