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A. Staudacher

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#reinforcement learning Review Open access Sep 2026

A multi-level framework for capacity adjustment and flexible decision-making under data constraints in production planning and control

A five-axis taxonomy is developed from 55 studies selected through a systematic Scopus review of CA research published between 2020 and 2025 and the Data-Aware Capacity Adjustment Framework is introduced as a seven-step decision-support artifact that screens CA options.

Alireza Ahmadi, Alessandra Cantini, Federica Costa et al. · 0 citations

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