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On Average-Case Hardness of Higher-Order Model Checking

Authors Yoshiki Nakamura , Kazuyuki Asada , Naoki Kobayashi , Ryoma Sin'ya , Takeshi Tsukada

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Author Details

Yoshiki Nakamura
  • Tokyo Institute of Technology, Japan
Kazuyuki Asada
  • Tohoku University, Sendai, Japan
Naoki Kobayashi
  • The University of Tokyo, Japan
Ryoma Sin'ya
  • Akita University, Japan
Takeshi Tsukada
  • The University of Tokyo, Japan

Funding

This work was supported by JSPS Kakenhi 15H05706 and JSPS Kakenhi 20H00577.

Acknowledgements

We would like to thank anonymous referees for useful comments.

Cite As Get BibTex

Yoshiki Nakamura, Kazuyuki Asada, Naoki Kobayashi, Ryoma Sin'ya, and Takeshi Tsukada. On Average-Case Hardness of Higher-Order Model Checking. In 5th International Conference on Formal Structures for Computation and Deduction (FSCD 2020). Leibniz International Proceedings in Informatics (LIPIcs), Volume 167, pp. 21:1-21:23, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2020) https://doi.org/10.4230/LIPIcs.FSCD.2020.21

Abstract

We study a mixture between the average case and worst case complexities of higher-order model checking, the problem of deciding whether the tree generated by a given λ Y-term (or equivalently, a higher-order recursion scheme) satisfies the property expressed by a given tree automaton. Higher-order model checking has recently been studied extensively in the context of higher-order program verification. Although the worst-case complexity of the problem is k-EXPTIME complete for order-k terms, various higher-order model checkers have been developed that run efficiently for typical inputs, and program verification tools have been constructed on top of them. One may, therefore, hope that higher-order model checking can be solved efficiently in the average case, despite the worst-case complexity. We provide a negative result, by showing that, under certain assumptions, for almost every term, the higher-order model checking problem specialized for the term is k-EXPTIME hard with respect to the size of automata. The proof is based on a novel intersection type system that characterizes terms that do not contain any useless subterms.

Subject Classification

ACM Subject Classification
  • Theory of computation → Program verification
Keywords
  • Higher-order model checking
  • average-case complexity
  • intersection type system

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