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[Author] Hidetomo NABESHIMA(2hit)

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  • Construction of an ROBDD for a PB-Constraint in Band Form and Related Techniques for PB-Solvers

    Masahiko SAKAI  Hidetomo NABESHIMA  

     
    PAPER-Foundation

      Pubricized:
    2015/02/13
      Vol:
    E98-D No:6
      Page(s):
    1121-1127

    Pseudo-Boolean (PB) problems are Integer Linear Problem restricted to 0-1 variables. This paper discusses on acceleration techniques of PB-solvers that employ SAT-solving of combined CNFs each of which is produced from each PB-constraint via a binary decision diagram (BDD). Specifically, we show (i) an efficient construction of a reduced ordered BDD (ROBDD) from a constraint in band form l ≤ ≤ h, (ii) a CNF coding that produces two clauses for some nodes in an ROBDD obtained by (i), and (iii) an incremental SAT-solving of the binary/alternative search for minimizing values of a given goal function. We implemented the proposed constructions and report on experimental results.

  • Solving Open Job-Shop Scheduling Problems by SAT Encoding

    Miyuki KOSHIMURA  Hidetomo NABESHIMA  Hiroshi FUJITA  Ryuzo HASEGAWA  

     
    LETTER-Artificial Intelligence, Data Mining

      Vol:
    E93-D No:8
      Page(s):
    2316-2318

    This paper tries to solve open Job-Shop Scheduling Problems (JSSP) by translating them into Boolean Satisfiability Testing Problems (SAT). The encoding method is essentially the same as the one proposed by Crawford and Baker. The open problems are ABZ8, ABZ9, YN1, YN2, YN3, and YN4. We proved that the best known upper bounds 678 of ABZ9 and 884 of YN1 are indeed optimal. We also improved the upper bound of YN2 and lower bounds of ABZ8, YN2, YN3 and YN4.