Answer Set Solving in Practice

Erscheinungsjahr 2012
ISBN: 978-3-031-00433-9
Verlag: Springer Nature Switzerland

Buch, Englisch, 212 Seiten, Format (B × H): 191 mm x 235 mm, Gewicht: 456 g

Reihe: Synthesis Lectures on Artificial Intelligence and Machine Learning

Answer Set Programming (ASP) is a declarative problem solving approach, initially tailored to modeling problems in the area of Knowledge Representation and Reasoning (KRR). More recently, its attractive combination of a rich yet simple modeling language with high-performance solving capacities has sparked interest in many other areas even beyond KRR. This book presents a practical introduction to ASP, aiming at using ASP languages and systems for solving application problems. Starting from the essential formal foundations, it introduces ASP's solving technology, modeling language and methodology, while illustrating the overall solving process by practical examples. Table of Contents: List of Figures / List of Tables / Motivation / Introduction / Basic modeling / Grounding / Characterizations / Solving / Systems / Advanced modeling / Conclusions

Zielgruppe

Professional/practitioner

Autoren/Hrsg.

Gebser, Martin

Schaub, Torsten

Kaminski, Roland

Kaufmann, Benjamin

Fachgebiete

• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Angewandte Mathematik, Mathematische Modelle
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Maschinelles Lernen

Inhaltsverzeichnis

List of Figures.- List of Tables.- Motivation.- Introduction.- Basic modeling.- Grounding.- Characterizations.- Solving.- Systems.- Advanced modeling.- Conclusions.