Logic in Computer Science (LICS 1997)

Paper: The complexity of subtype entailment for simple types (at LICS 1997)

Authors: Fritz Henglein Jakob Rehof

Abstract

A subtyping /spl tau//spl les//spl tau/' is entailed by a set of subtyping constraints C, written C |=/spl tau//spl les//spl tau/', if every valuation (mapping of type variables to ground types) that satisfies C also satisfies /spl tau//spl les//spl tau/'. We study the complexity of subtype entailment for simple types over lattices of base types. We show that: deciding C |=/spl tau//spl les//spl tau/' is coNP-complete; deciding C |=/spl alpha//spl les//spl beta/ for consistent, atomic C and /spl alpha/, /spl beta/ atomic can be done in linear time. The structural lower (coNP-hardness) and upper (membership in coNP) bounds as well as the optimal algorithm for atomic entailment are new. The coNP-hardness result indicates that entailment is strictly harder than satisfiability, which is known to be in PTIME for lattices of base types. The proof of coNP-completeness gives an improved algorithm for deciding entailment and puts a precise complexity-theoretic marker on the intuitive "exponential explosion" in the algorithm. Central to our results is a novel characterization of C |=/spl alpha//spl les//spl beta/ for atomic, consistent C. This is the basis for correctness of the linear-time algorithm as well as a complete axiomatization of C |=/spl alpha//spl les//spl beta/ for atomic C by extending the usual proof rules for subtype inference. It also incorporates the fundamental insight for understanding the structural complexity bounds in the general case.

BibTeX

  @InProceedings{HengleinRehof-Thecomplexityofsubt,
    author = 	 {Fritz Henglein and Jakob Rehof},
    title = 	 {The complexity of subtype entailment for simple types},
    booktitle =  {Proceedings of the Twelfth Annual IEEE Symp. on Logic in Computer Science, {LICS} 1997},
    year =	 1997,
    editor =	 {Glynn Winskel},
    month =	 {June}, 
    pages =      {352--361},
    location =   {Warsaw, Poland}, 
    publisher =	 {IEEE Computer Society Press}
  }