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Parameterized Analysis of Immediate Observation Petri Nets

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Application and Theory of Petri Nets and Concurrency (PETRI NETS 2019)

Abstract

We introduce immediate observation Petri nets, a class of interest in the study of population protocols (a model of distributed computation), and enzymatic chemical networks. In these areas, relevant analysis questions translate into parameterized Petri net problems: whether an infinite set of Petri nets with the same underlying net, but different initial markings, satisfy a given property. We study the parameterized reachability, coverability, and liveness problems for immediate observation Petri nets. We show that all three problems are in \(\mathsf {PSPACE}\) for infinite sets of initial markings defined by counting constraints, a class sufficiently rich for the intended application. This is remarkable, since the problems are already \(\mathsf {PSPACE}\)-hard when the set of markings is a singleton, i.e., in the non-parameterized case. We use these results to prove that the correctness problem for immediate observation population protocols is \(\mathsf {PSPACE}\)-complete, answering a question left open in a previous paper.

This project has received funding from the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation programme under grant agreement No. 787367 (PaVeS).

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Notes

  1. 1.

    The Petri nets of [4] are in fact slightly more general than IO nets, but equivalent to them for properties that depend only on the reachability graph, as are the net properties studied in [4].

  2. 2.

    Actually, our counting constraints correspond to the “counting constraints in normal form” of [14]. We shorten the name, because we never need counting constraints not in normal form.

References

  1. Alistarh, D., Aspnes, J., Eisenstat, D., Gelashvili, R., Rivest, R.L.: Time-space trade-offs in population protocols. In: Proceedings of the Twenty-Eighth Annual ACM-SIAM Symposium on Discrete Algorithms (SODA), pp. 2560–2579 (2017)

    Google Scholar 

  2. Alistarh, D., Aspnes, J., Gelashvili, R.: Space-optimal majority in population protocols. In: Proceedings of the Twenty-Ninth Annual ACM-SIAM Symposium on Discrete Algorithms (SODA), pp. 2221–2239 (2018)

    Chapter  Google Scholar 

  3. Alistarh, D., Gelashvili, R.: Recent algorithmic advances in population protocols. SIGACT News 49(3), 63–73 (2018)

    Article  MathSciNet  Google Scholar 

  4. Angeli, D., De Leenheer, P., Sontag, E.D.: A Petri net approach to the study of persistence in chemical reaction networks. Math. Biosci. 210(2), 598–618 (2007)

    Article  MathSciNet  Google Scholar 

  5. Angluin, D., Aspnes, J., Diamadi, Z., Fischer, M.J., Peralta, R.: Computation in networks of passively mobile finite-state sensors. In: Proceedings of the 23rd Annual ACM Symposium on Principles of Distributed Computing (PODC), pp. 290–299 (2004)

    Google Scholar 

  6. Angluin, D., Aspnes, J., Eisenstat, D., Ruppert, E.: The computational power of population protocols. Distrib. Comput. 20(4), 279–304 (2007)

    Article  Google Scholar 

  7. Baldan, P., Cocco, N., Marin, A., Simeoni, M.: Petri nets for modelling metabolic pathways: a survey. Nat. Comput. 9(4), 955–989 (2010)

    Article  MathSciNet  Google Scholar 

  8. Cheng, A., Esparza, J., Palsberg, J.: Complexity results for 1-safe nets. Theor. Comput. Sci. 147(1&2), 117–136 (1995)

    Article  MathSciNet  Google Scholar 

  9. Czerwinski, W., Lasota, S., Lazic, R., Leroux, J., Mazowiecki, F.: The reachability problem for Petri nets is not elementary (extended abstract). CoRR, abs/1809.07115 (2018)

    Google Scholar 

  10. Elsässer, R., Radzik, T.: Recent results in population protocols for exact majority and leader election. Bull. EATCS 126 (2018)

    Google Scholar 

  11. Esparza, J.: Decidability and complexity of Petri net problems — an introduction. In: Reisig, W., Rozenberg, G. (eds.) ACPN 1996. LNCS, vol. 1491, pp. 374–428. Springer, Heidelberg (1998). https://doi.org/10.1007/3-540-65306-6_20

    Chapter  MATH  Google Scholar 

  12. Esparza, J., Ganty, P., Leroux, J., Majumdar, R.: Verification of population protocols. In: CONCUR. LIPIcs, vol. 42, pp. 470–482. Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik (2015)

    Google Scholar 

  13. Esparza, J., Ganty, P., Leroux, J., Majumdar, R.: Verification of population protocols. Acta Informatica 54(2), 191–215 (2017)

    Article  MathSciNet  Google Scholar 

  14. Esparza, J., Ganty, P., Majumdar, R., Weil-Kennedy, C.: Verification of immediate observation population protocols. In: CONCUR. LIPIcs, vol. 118, pp. 31:1–31:16. Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik (2018)

    Google Scholar 

  15. Esparza, J., Raskin, M., Weil-Kennedy, C.: Parameterized analysis of immediate observation petri nets. CoRR, abs/1902.03025 (2019)

    Google Scholar 

  16. Marwan, W., Wagler, A., Weismantel, R.: Petri nets as a framework for the reconstruction and analysis of signal transduction pathways and regulatory networks. Nat. Comput. 10(2), 639–654 (2011)

    Article  MathSciNet  Google Scholar 

  17. Mayr, E.W., Weihmann, J.: A framework for classical Petri net problems: conservative petri nets as an application. In: Ciardo, G., Kindler, E. (eds.) PETRI NETS 2014. LNCS, vol. 8489, pp. 314–333. Springer, Cham (2014). https://doi.org/10.1007/978-3-319-07734-5_17

    Chapter  MATH  Google Scholar 

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Acknowledgments

We thank three anonymous reviewers for numerous suggestions to improve readability, and Pierre Ganty for many helpful discussions.

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Correspondence to Chana Weil-Kennedy .

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Esparza, J., Raskin, M., Weil-Kennedy, C. (2019). Parameterized Analysis of Immediate Observation Petri Nets. In: Donatelli, S., Haar, S. (eds) Application and Theory of Petri Nets and Concurrency. PETRI NETS 2019. Lecture Notes in Computer Science(), vol 11522. Springer, Cham. https://doi.org/10.1007/978-3-030-21571-2_20

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  • DOI: https://doi.org/10.1007/978-3-030-21571-2_20

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