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P2 Efficient Construction of Reversible Transducers from Regular Transducer Expressions

从正则转换器表达式高效构造可逆转换器
LICS Proceedings of the 37th Annual ACM/IEEE Symposium on Logic in Computer Science2022匹配度 2/10 · 该论文属于逻辑与自动机、正则转换器理论,研究RTE到二向可逆转换器的高效构造,与用户关注的PL→AI(机器学习/Agent程序的静态分析)、AI→PL(LLM改进静态分析/形式化验证)、浮点程序分析、贝叶斯程序分析及LLM交叉均无直接关联。仅在自动机/形式化方法层面与形式化验证有非常间接的联系。引用 4 inbox
Luc Dartois, Paul Gastin, Govind, Krishna
crossref: 2026-09-12dblp: 2026-09-12arxiv: 2026-09-12

AI 速览

一句话:提出首个初等过程,将正则转换器表达式高效构造为等价的二向可逆转换器,并给出双指数/指数复杂度上界。

正则转换(regular transformations)有多种等价刻画,如函数式 MSO 转换、确定二向转换器、流式字符串转换器以及正则转换器表达式(RTE)。实际应用常需将 RTE 规格转换为机器。本文提出一种高效构造,把给定 RTE 转换为等价的二向可逆转换器(2RFT)。2RFT 是确定且余确定的良性转换器类,可在输入词长度上线性时间求值,组合复杂度仅为多项式。作为对已有技术的显著复杂度改进,作者给出首个将 RTE 翻译为机器的初等过程:对完整 RTE,构造出的 2RFT 大小为表达式大小的双指数;若 RTE 不使用 Hadamard 积或 chained-star,则大小为指数。

问题
如何将正则转换器表达式(RTE)高效翻译成等价的转换器机器,并改善现有构造的复杂度。
方法
构造与给定 RTE 等价的二向可逆转换器(2RFT);该类转换器确定且余确定,支持线性时间求值,组合复杂度为多项式。
评估
通过理论复杂度分析评估:完整 RTE 得到双指数大小,限制不使用 Hadamard 积或 chained-star 时得到指数大小。
原文摘要(Abstract)

The class of regular transformations has several equivalent characterizations such as functional MSO transductions, deterministic two-way transducers, streaming string transducers, as well as regular transducer expressions (RTE). For algorithmic applications, it is very common and useful to transform a specification, here, an RTE, to a machine, here, a transducer. In this paper, we give an efficient construction of a two-way reversible transducer (2RFT) equivalent to a given RTE. 2RFTs form a well behaved class of transducers which are deterministic and co-deterministic (hence allows evaluation in linear time w.r.t. the input word), and where composition has only polynomial complexity. As a significant complexity improvement over existing techniques, we give the first elementary procedure for translating RTEs to machines. For full RTE, the constructed 2RFT has size doubly exponential in the size of the expression. If the RTE does not use Hadamard product or chained-star, the constructed 2RFT has size exponential in the size of the RTE.

链接与引用

DOI 原文 · arXiv · PDF(开放获取) · DBLP

BibTeX
@inproceedings{DartoisGGK22,
  title = {Efficient Construction of Reversible Transducers from Regular Transducer Expressions},
  author = {Luc Dartois and Paul Gastin and Govind and Krishna},
  booktitle = {LICS},
  year = {2022},
  doi = {10.1145/3531130.3533364}
}