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丛 书 名:Synthesis Lectures on Artificial Intelligence and Machine Learning
版本说明:1
I S B N:(纸本) 9783031004339
出 版 社:Springer Cham
出 版 年:1000年
页 数:XXV, 212页
主 题 词:Artificial Intelligence Machine Learning Mathematical Models of Cognitive Processes and Neural Networks
摘 要: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