Budget-Constrained Discrete Assignment
Classical dynamic programming exactly solves the constrained assignment only when the objective decomposes additively across groups. The main challenge is that model objectives often depend on joint assignment interactions rather than inde…
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Classical dynamic programming exactly solves the constrained assignment only when the objective decomposes additively across groups. The main challenge is that model objectives often depend on joint assignment interactions rather than independent group scores. The DP forward pass can become costly for large option sets or fine budget discretization. Budget-constrained discrete assignment appears when each of several groups must choose one option while respecting a total resource budget.