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[06-25] Bi-Kronecker Functional Decision Diagrams: A Novel Canonical Representation of Boolean Functions

Date:2019-12-23

       Title: Bi-Kronecker Functional Decision Diagrams: A Novel Canonical Representation of Boolean Functions

  Speaker: Dr. Liangda Fang, Jinan University, Guangzhou (方良达,副教授,暨南大学,广州)

  Venue: Seminar Room (Room 334), Building 5, Institute of Software, Chinese Academy of Sciences

  Time: 15:00, June 25th, Tuesday, 2019

  Abstract: In this paper, we present a novel data structure for compact representation and effective manipulations of Boolean functions, called Bi-Kronecker Functional Decision Diagrams (BKFDDs). BKFDDs integrate the classical expansions (the Shannon and Davio expansions) and their bi-versions. Thus, BKFDDs are the generalizations of existing decision diagrams: BDDs, FDDs, KFDDs and BBDDs. Interestingly, under certain conditions, it is sufficient to consider the above expansions (the classical expansions and their bi-versions). By imposing reduction and ordering rules, BKFDDs are compact and canonical forms of Boolean functions. The experimental results demonstrate that BKFDDs outperform other existing decision diagrams in terms of sizes.