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A constraint-based approach to the differential harvest problem

Abstract : In this paper, we study the problem of differential harvest in precision viticulture. Some recent prototypes of grape harvesting machines are supplied with two hoppers and are able to sort two types of grape quality. Given estimated qualities and quantities on the different areas of the vineyard, the problem is to optimize the routing of the grape harvester under several constraints. The main constraints are the amount of first quality grapes to harvest and the capacity of the hoppers. We model the differential harvest problem as a constraint optimization problem. We present preliminary results on real data. We also compare our constraint model to an integer linear programming approach and discuss expressiveness and efficiency.
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Contributor : Migration Prodinra <>
Submitted on : Wednesday, June 3, 2020 - 5:13:16 AM
Last modification on : Monday, November 23, 2020 - 10:07:07 AM

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Nicolas Briot, Christian Bessière, Philippe Vismara. A constraint-based approach to the differential harvest problem. 21. International Conference on Principles and Practice of Constraint Programming (CP 2015), University College Cork (UCC). IRL., Aug 2015, Cork, Ireland. ⟨10.1007/978-3-319-23219-5_38⟩. ⟨hal-02743031⟩



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