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inria-00456011, version 1

Alternation-Trading Proofs, Linear Programming, and Lower Bounds

Ryan Williams () a1

27th International Symposium on Theoretical Aspects of Computer Science - STACS 2010 (2010) 669-680

Résumé : A fertile area of recent research has demonstrated concrete polynomial time lower bounds for solving natural hard problems on restricted computational models. Among these problems are Satisfiability, Vertex Cover, Hamilton Path, Mod6-SAT, Majority-of-Majority-SAT, and Tautologies, to name a few. The proofs of these lower bounds follow a certain proof-by-contradiction strategy that we call alternation-trading. An important open problem is to determine how powerful such proofs can possibly be. We propose a methodology for studying these proofs that makes them amenable to both formal analysis and automated theorem proving. We prove that the search for better lower bounds can often be turned into a problem of solving a large series of linear programming instances. Implementing a small-scale theorem prover based on this result, we extract new human-readable time lower bounds for several problems. This framework can also be used to prove concrete limitations on the current techniques.

  • Domaine : Informatique/Complexité
    Informatique/Intelligence artificielle
  • Mots-clés : time-space tradeoffs – lower bounds – alternation – linear programming
 
  • inria-00456011, version 1
  • oai:hal.inria.fr:inria-00456011
  • Contributeur : 
  • Soumis le : Jeudi 11 Février 2010, 15:25:39
  • Dernière modification le : Jeudi 11 Février 2010, 17:25:37
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