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On the Relation Between Structured d -DNNFs and SDDs
Theory of Computing Systems ( IF 0.5 ) Pub Date : 2020-08-17 , DOI: 10.1007/s00224-020-10003-y
Beate Bollig , Martin Farenholtz

Structured d-DNNFs and SDDs are restricted negation normal form circuits used in knowledge compilation as target languages into which propositional theories are compiled. Structuredness is imposed by so-called vtrees. By definition SDDs are restricted structured d-DNNFs. Beame and Liew (2015) as well as Bova and Szeider (2017) mentioned the question whether structured d-DNNFs are really more general than SDDs w.r.t. polynomial-size representations (w.r.t. the number of Boolean variables the represented functions are defined on.) The main result in the paper is the proof that a function can be represented by SDDs of polynomial size if the function and its complement have polynomial-size structured d-DNNFs that respect the same vtree.



中文翻译:

关于结构化d -DNNF与SDD的关系

结构化的d- DNNF和SDD是受限的否定范式电路,用于知识汇编中,作为命题理论被编译成的目标语言。结构性是由所谓的vtree强加的。根据定义,SDD是受限制的结构化d -DNNF。Beame和Liew(2015)以及Bova和Szeider(2017)提出了以下问题:结构化d -DNNF是否真的比多项式大小表示形式的SDD更通用(写了表示函数所定义的布尔变量的数量。)本文的主要结果是证明,如果函数及其补码具有多项式大小的结构化d -DNNF且它们尊重同一vtree ,则该函数可以用多项式大小的SDD表示。

更新日期:2020-08-18
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