Chitta Baral

Knowledge Representation, Reasoning and Declarative Problem Solving (eBook, PDF)

• Format: PDF

Produktbeschreibung

Knowledge management and knowledge-based intelligence are areas of importance in the economy and society, and to exploit them fully and efficiently it is necessary both to represent and reason about knowledge via a declarative interface whose input language is based on logic. In this book, originally published in 2003, Chitta Baral shows exactly how to go about doing that: how to write programs that behave intelligently by giving them the ability to express knowledge and reason about it. He presents a language, AnsProlog, for both knowledge representation and reasoning, and declarative problem solving. The results have been organised here into a form that will appeal to practising and would-be knowledge engineers wishing to learn more about the subject, either in courses or through self-teaching. A comprehensive bibliography rounds off the book.

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Produktdetails

• Verlag: Cambridge University Press
• Erscheinungstermin: 9. Januar 2003
• Englisch
• ISBN-13: 9780511030659
• Artikelnr.: 38198644

Inhaltsangabe

Preface
1. Declarative programming in AnsProlog*: introduction and preliminaries
2. Simple modules for declarative programming with answer sets
3. Principles and properties of declarative programming with answer sets
4. Declarative problem solving and reasoning in AnsProlog*
5. Reasoning about actions and planning in AnsProlog*
6. Complexity, expressiveness, and other properties of AnsProlog* programs
7. Answer set computing algorithms
8. Query answering and answer set computing systems
9. Further extensions of and alternatives to AnsProlog*
10. Appendix A: Ordinals, lattices, and fixpoint theory
11. Appendix B: Turing machines
Bibliography
Index of notation
Index of terms.