Constraint Satisfaction and Optimization Open access Peer reviewed

Constraint Programming applied to the Brazilian Book and Teaching Material Program

Lucas Ribeiro Silva, Guilherme A. Derenievicz

Anais do Computer on the Beach | Jun 9, 2026

Abstract

Abstract

This paper presents a Constraint Programming model to supportthe logistics of the Brazilian Book and Teaching Material Program(PNLD). The proposal explores in an integrated manner two globalconstraints to concisely express the grouping of orders on palletsand the scheduling of production. The experimental results, conducted on the MiniZinc platform with the OR-Tools CP-SAT optimizer,on 34 artificially generated instances, validate the proposed modeland indicate that the approach is effective for small-sized instances.

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Authors

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Lucas Ribeiro Silva

first | Universidade Federal do Paraná

Guilherme A. Derenievicz

last | Universidade Federal do Paraná

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Citation

BibTeX

@article{Silva2026Constraint,
  title = {Constraint Programming applied to the Brazilian Book and Teaching Material Program},
  author = {Lucas Ribeiro Silva and Guilherme A. Derenievicz},
  journal = {Anais do Computer on the Beach},
  year = {2026},
  doi = {10.14210/cotb.v17.p481-487},
  url = {https://doi.org/10.14210/cotb.v17.p481-487}
}

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