Abstract
Forecast horizons are defined as long enough planning horizons that ensure agreement of first period optimal production decisions of finite and infinite horizon problems regardless of changes in future demand. In this paper, we prove forecast horizon existence and provide computational procedures for production planning problems that satisfy the following monotonicity property: for any fixed finite planning horizon, there exist first period optimal solutions that are monotone with respect to monotone changes in stochastic demand.
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