Optimal Grain Mixing is NP-Complete
Protein content in wheat plays a significant role when determining the price of wheat production. The Grain mixing problem aims to find the optimal bin pair combination with an appropriate mixing ratio to load each truck that will yield a maximum profit when sold to a set of local grain elevators. I...
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Zusammenfassung: | Protein content in wheat plays a significant role when determining the price
of wheat production. The Grain mixing problem aims to find the optimal bin pair
combination with an appropriate mixing ratio to load each truck that will yield
a maximum profit when sold to a set of local grain elevators. In this paper, we
presented two complexity proofs for the grain mixing problem and showed that
finding the optimal solutions for the grain mixing problem remains hard. These
proofs follow a reduction from the $3$-dimensional matching ($3$-DM) problem
and a more restricted version of the $3$-DM known as planar $3$-DM problem
respectively. The complexity proofs do suggest that the exact algorithm to find
the optimal solution for the grain mixing problem may be infeasible. |
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DOI: | 10.48550/arxiv.2112.08501 |