Skip to main content

Cutting the Cake into Crumbs: Verifying Envy-Free Cake-Cutting Protocols Using Bounded Integer Arithmetic

  • Conference paper
  • First Online:
Practical Aspects of Declarative Languages (PADL 2024)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 14512))

Included in the following conference series:

  • 130 Accesses

Abstract

Fair division protocols specify how to split a continuous resource (conventionally represented by a cake) between multiple agents with different preferences. Envy-free protocols ensure no agent prefers any other agent’s allocation to his own. These protocols are complex and manual proofs of their correctness may contain errors. Recently, Bertram and others [5] developed the DSL Slice for describing these protocols and showed how verification of envy-freeness can be reduced to SMT instances in the theory of quantified non-linear real arithmetic. This theory is decidable, but the decision procedure is slow, both in theory and in practice.

We prove that, under reasonable assumptions about the primitive operations used in the protocol, counterexamples to envy-freeness can always be found with bounded integer arithmetic. Building on this result, we construct an embedded DSL for describing cake-cutting protocols in declarative-style C. Using the bounded model-checker CBMC, we reduce verifying envy-freeness of a protocol to checking unsatisfiability of pure SAT instances. This leads to a substantial reduction in verification time when the protocol is unfair.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 49.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 64.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Audemard, G., Lecoutre, C., Lonca, E.: Proceedings of the 2022 XCSP3 competition. CoRR abs/2209.00917 (2022). https://doi.org/10.48550/arXiv.2209.00917

  2. Aumann, Y., Lang, J., Procaccia, A.D.: Fair division (dagstuhl seminar 16232). Dagstuhl Rep. 6(6), 10–25 (2016). https://doi.org/10.4230/DagRep.6.6.10

  3. Aziz, H., Mackenzie, S.: A discrete and bounded envy-free cake cutting protocol for any number of agents. In: Dinur, I. (ed.) IEEE 57th Annual Symposium on Foundations of Computer Science, FOCS 2016, 9–11 October 2016, Hyatt Regency, New Brunswick, New Jersey, USA, pp. 416–427. IEEE Computer Society (2016). https://doi.org/10.1109/FOCS.2016.52

  4. Aziz, H., Mackenzie, S.: A bounded and envy-free cake cutting algorithm. Commun. ACM 63(4), 119–126 (2020). https://doi.org/10.1145/3382129

  5. Bertram, N., Levinson, A., Hsu, J.: Cutting the cake: a language for fair division. CoRR abs/2304.04642 (2023). https://doi.org/10.48550/arXiv.2304.04642

  6. Biere, A., Fleury, M.: Gimsatul, IsaSAT and Kissat entering the SAT competition 2022. In: Balyo, T., Heule, M., Iser, M., Järvisalo, M., Suda, M. (eds.) Proceedings of the SAT Competition 2022 - Solver and Benchmark Descriptions. Department of Computer Science Series of Publications B, vol. B-2022-1, pp. 10–11. University of Helsinki (2022). http://hdl.handle.net/10138/359079

  7. Brams, S.J., Pruhs, K., Woeginger, G.J. (eds.): Fair Division, 24.06.–29.06.2007, Dagstuhl Seminar Proceedings, vol. 07261. Internationales Begegnungs- und Forschungszentrum fuer Informatik (IBFI), Schloss Dagstuhl, Germany (2007). http://drops.dagstuhl.de/portals/07261/

  8. Clarke, E., Kroening, D., Lerda, F.: A tool for checking ANSI-C programs. In: Jensen, K., Podelski, A. (eds.) TACAS 2004. LNCS, vol. 2988, pp. 168–176. Springer, Heidelberg (2004). https://doi.org/10.1007/978-3-540-24730-2_15

    Chapter  Google Scholar 

  9. Corzilius, F., Kremer, G., Junges, S., Schupp, S., Ábrahám, E.: SMT-RAT: an open source C++ toolbox for strategic and parallel SMT solving. In: Heule, M., Weaver, S. (eds.) SAT 2015. LNCS, vol. 9340, pp. 360–368. Springer, Cham (2015). https://doi.org/10.1007/978-3-319-24318-4_26

    Chapter  Google Scholar 

  10. Klarreich, E.: How to cut cake fairly and finally eat it too. Quanta Magazine, October 2016. https://www.quantamagazine.org/new-algorithm-solves-cake-cutting-problem-20161006/

  11. Kroening, D., Tautschnig, M.: CBMC – C bounded model checker. In: Ábrahám, E., Havelund, K. (eds.) TACAS 2014. LNCS, vol. 8413, pp. 389–391. Springer, Heidelberg (2014). https://doi.org/10.1007/978-3-642-54862-8_26

    Chapter  Google Scholar 

  12. Lester, M.M.: CoPTIC: constraint programming translated into C. In: Sankaranarayanan, S., Sharygina, N. (eds.) Tools and Algorithms for the Construction and Analysis of Systems. TACAS 2023. LNCS, vol. 13994, pp. 173–191. Springer, Cham (2023). https://doi.org/10.1007/978-3-031-30820-8_13

  13. Lester, M.M.: Crumbs: A DSL for Verifying Envy-Free Cake-Cutting Protocols using Bounded Integer Arithmetic, January 2024. https://doi.org/10.5281/zenodo.10205142

  14. Manthey, N.: Solving summle.net with SAT. In: Balyo, T., Heule, M., Iser, M., Järvisalo, M., Suda, M. (eds.) Proceedings of the SAT Competition 2022 - Solver and Benchmark Descriptions. Department of Computer Science Report Series B, vol. B-2022-1, pp. 70–71. University of Helsinki (2022). http://hdl.handle.net/10138/359079

  15. de Moura, L., Bjørner, N.: Z3: an efficient SMT solver. In: Ramakrishnan, C.R., Rehof, J. (eds.) TACAS 2008. LNCS, vol. 4963, pp. 337–340. Springer, Heidelberg (2008). https://doi.org/10.1007/978-3-540-78800-3_24

    Chapter  Google Scholar 

  16. Procaccia, A.D.: Cake cutting: not just child’s play. Commun. ACM 56(7), 78–87 (2013). https://doi.org/10.1145/2483852.2483870

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Martin Mariusz Lester .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2023 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Lester, M.M. (2023). Cutting the Cake into Crumbs: Verifying Envy-Free Cake-Cutting Protocols Using Bounded Integer Arithmetic. In: Gebser, M., Sergey, I. (eds) Practical Aspects of Declarative Languages. PADL 2024. Lecture Notes in Computer Science, vol 14512. Springer, Cham. https://doi.org/10.1007/978-3-031-52038-9_7

Download citation

  • DOI: https://doi.org/10.1007/978-3-031-52038-9_7

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-031-52037-2

  • Online ISBN: 978-3-031-52038-9

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics