Learning the boundary of inductive invariants

نویسندگان

چکیده

We study the complexity of invariant inference and its connections to exact concept learning. define a condition on invariants their geometry, called fence condition, which permits applying theoretical results from learning answer open problems in theory. The requires invariant's boundary---the states whose Hamming distance is one---to be backwards reachable bad small number steps. Using this we obtain first polynomial result for an interpolation-based algorithm, efficiently inferring monotone DNF with access SAT solver as oracle. further harness Bshouty's seminal infer larger syntactic class beyond DNF. Lastly, consider robustness under program transformations. show that some simple transformations preserve it sensitive more complex

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

the effects of integrating cooperative learning into vocabulary learning of elementary school students

the purpose of the research is to examine if integrating cooperative learning into vocabulary learning helps to increase word recognition of students in an elementary school in iran. it tries to investigate whether cooperative learning approach enables students to improve their language learning. this research used stad (students team achievement division) as a cooperative model in this study. ...

15 صفحه اول

Inductive Invariants for Nested Recursion

We show that certain input-output relations, termed inductive invariants are of central importance for termination proofs of algorithms defined by nested recursion. Inductive invariants can be used to enhance the standard recdef definition package in Isabelle/HOL. We also offer a formalized theory in higher-order logic that incorporates inductive invariants and that can be used as an alternativ...

متن کامل

the effect of learning strategies on the speaking ability of iranian students in the context of language institutes

the effect of learning strategies on the speaking ability of iranian students in the context of language institutes abstract language learning strategies are of the most important factors that help language learners to learn a foreign language and how they can deal with the four language skills specifically speaking skill effectively. acknowledging the great impact of learning strategies...

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Proceedings of the ACM on programming languages

سال: 2021

ISSN: ['2475-1421']

DOI: https://doi.org/10.1145/3434296