
Knowledge Representation, Reasoning and Declarative Problem Solving
Résumé
Knowledge management and knowledge-based intelligence are areas of importance in today’s 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, 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. Many of the results here have never appeared before in book form, and they 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.
Contents- 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.
Caractéristiques techniques
PAPIER | |
Éditeur(s) | Cambridge University Press |
Auteur(s) | Chitta Baral |
Parution | 17/03/2003 |
Nb. de pages | 530 |
Format | 18 x 25,5 |
Couverture | Relié |
Poids | 1210g |
Intérieur | Noir et Blanc |
EAN13 | 9780521818025 |
ISBN13 | 978-0-521-81802-5 |
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