Stochastic programming, cooperation, and risk exchange

Abstract

Stochastic programming offers handy instruments to analyze exchange of goods and risks. Absent efficient markets for some of those items, such programming may imitate or synthesize market-like transfers among concerned parties. Specifically, using shadow prices (Lagrange multipliers) on aggregate endowments, one may identify side-payments that yield core solutions to cooperative production games.