Clingo goes linear constraints over reals and integers

T. Janhunen; R. Kaminski; M. Ostrowski; T. Schaub; S. Schellhorn; P. Wanko

Clingo goes linear constraints over reals and integers

T. Janhunen, R. Kaminski, M. Ostrowski, T. Schaub, S. Schellhorn, P. Wanko

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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Abstract

The recent series 5 of the ASP system clingo provides generic means to enhance basic Answer Set Programming (ASP) with theory reasoning capabilities. We instantiate this framework with different forms of linear constraints and elaborate upon its formal properties. Given this, we discuss the respective implementations, and present techniques for using these constraints in a reactive context. More precisely, we introduce extensions to clingo with difference and linear constraints over integers and reals, respectively, and realize them in complementary ways. Finally, we empirically evaluate the resulting clingo derivatives clingo[dl] and clingo[lp] on common language fragments and contrast them to related ASP systems.

Original language	English
Title of host publication	Proceedings of the 10th Workshop on Answer Set Programming and Other Computing Paradigms
Publisher	RWTH Aachen University
Volume	1868
Publication status	Published - 1 Jan 2017
MoE publication type	A4 Conference publication
Event	Workshop on Answer Set Programming and Other Computing Paradigms - Espoo, Finland Duration: 3 Jul 2017 → 3 Jul 2017 Conference number: 10

Publication series

Name	CEUR Workshop Proceedings
ISSN (Electronic)	1613-0073

Workshop

Workshop	Workshop on Answer Set Programming and Other Computing Paradigms
Abbreviated title	ASPOCP
Country/Territory	Finland
City	Espoo
Period	03/07/2017 → 03/07/2017

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Cite this

@inproceedings{2f50d1bf69ea41969e5db756c09c8413,

title = "Clingo goes linear constraints over reals and integers",

abstract = "The recent series 5 of the ASP system clingo provides generic means to enhance basic Answer Set Programming (ASP) with theory reasoning capabilities. We instantiate this framework with different forms of linear constraints and elaborate upon its formal properties. Given this, we discuss the respective implementations, and present techniques for using these constraints in a reactive context. More precisely, we introduce extensions to clingo with difference and linear constraints over integers and reals, respectively, and realize them in complementary ways. Finally, we empirically evaluate the resulting clingo derivatives clingo[dl] and clingo[lp] on common language fragments and contrast them to related ASP systems.",

author = "T. Janhunen and R. Kaminski and M. Ostrowski and T. Schaub and S. Schellhorn and P. Wanko",

year = "2017",

month = jan,

day = "1",

language = "English",

volume = "1868",

series = "CEUR Workshop Proceedings",

publisher = "RWTH Aachen University",

booktitle = "Proceedings of the 10th Workshop on Answer Set Programming and Other Computing Paradigms",

address = "Germany",

note = "Workshop on Answer Set Programming and Other Computing Paradigms, ASPOCP ; Conference date: 03-07-2017 Through 03-07-2017",

}

Janhunen, T, Kaminski, R, Ostrowski, M, Schaub, T, Schellhorn, S & Wanko, P 2017, Clingo goes linear constraints over reals and integers. in Proceedings of the 10th Workshop on Answer Set Programming and Other Computing Paradigms . vol. 1868, CEUR Workshop Proceedings, RWTH Aachen University, Workshop on Answer Set Programming and Other Computing Paradigms, Espoo, Finland, 03/07/2017. <http://ceur-ws.org/Vol-1868/p4.pdf>

Clingo goes linear constraints over reals and integers. / Janhunen, T.; Kaminski, R.; Ostrowski, M. et al.
Proceedings of the 10th Workshop on Answer Set Programming and Other Computing Paradigms . Vol. 1868 RWTH Aachen University, 2017. (CEUR Workshop Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

TY - GEN

T1 - Clingo goes linear constraints over reals and integers

AU - Janhunen, T.

AU - Kaminski, R.

AU - Ostrowski, M.

AU - Schaub, T.

AU - Schellhorn, S.

AU - Wanko, P.

N1 - Conference code: 10

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N2 - The recent series 5 of the ASP system clingo provides generic means to enhance basic Answer Set Programming (ASP) with theory reasoning capabilities. We instantiate this framework with different forms of linear constraints and elaborate upon its formal properties. Given this, we discuss the respective implementations, and present techniques for using these constraints in a reactive context. More precisely, we introduce extensions to clingo with difference and linear constraints over integers and reals, respectively, and realize them in complementary ways. Finally, we empirically evaluate the resulting clingo derivatives clingo[dl] and clingo[lp] on common language fragments and contrast them to related ASP systems.

AB - The recent series 5 of the ASP system clingo provides generic means to enhance basic Answer Set Programming (ASP) with theory reasoning capabilities. We instantiate this framework with different forms of linear constraints and elaborate upon its formal properties. Given this, we discuss the respective implementations, and present techniques for using these constraints in a reactive context. More precisely, we introduce extensions to clingo with difference and linear constraints over integers and reals, respectively, and realize them in complementary ways. Finally, we empirically evaluate the resulting clingo derivatives clingo[dl] and clingo[lp] on common language fragments and contrast them to related ASP systems.

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M3 - Conference article in proceedings

AN - SCOPUS:85025125178

VL - 1868

T3 - CEUR Workshop Proceedings

BT - Proceedings of the 10th Workshop on Answer Set Programming and Other Computing Paradigms

PB - RWTH Aachen University

T2 - Workshop on Answer Set Programming and Other Computing Paradigms

Y2 - 3 July 2017 through 3 July 2017

ER -

Clingo goes linear constraints over reals and integers

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