Faster Smarter Proof by Induction in Isabelle/HOL

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21730%2F21%3A00353764" target="_blank" >RIV/68407700:21730/21:00353764 - isvavai.cz</a>

Result on the web

<a href="https://doi.org/10.24963/ijcai.2021/273" target="_blank" >https://doi.org/10.24963/ijcai.2021/273</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.24963/ijcai.2021/273" target="_blank" >10.24963/ijcai.2021/273</a>

Result language

angličtina

Original language name

Faster Smarter Proof by Induction in Isabelle/HOL

Original language description

We present sem_ind, a recommendation tool for proof by induction in Isabelle/HOL. Given an inductive problem, sem_ind produces candidate arguments for proof by induction, and selects promising ones using heuristics. Our evaluation based on 1,095 inductive problems from 22 source files shows that sem_ind improves the accuracy of recommendation from 20.1% to 38.2% for the most promising candidates within 5.0 seconds of timeout compared to its predecessor while decreasing the median value of execution time from 2.79 seconds to 1.06 seconds.

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

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OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

<a href="/en/project/EF15_003%2F0000466" target="_blank" >EF15_003/0000466: Artificial Intelligence and Reasoning</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2021

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence

ISBN

978-0-9992411-9-6

ISSN

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e-ISSN

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Number of pages

8

Pages from-to

1981-1988

Publisher name

International Joint Conferences on Artificial Intelligence Organization

Place of publication

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Event location

Montreal

Event date

Aug 19, 2021

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

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