Knowledge representation, reasoning and declarative problem solving / Chitta Baral.
Material type: TextPublisher: Cambridge : Cambridge University Press, 2003Description: 1 online resource (xiv, 530 pages) : digital, PDF file(s)Content type:- text
- computer
- online resource
- 9780511543357 (ebook)
- Knowledge Representation, Reasoning & Declarative Problem Solving
- 006.3/3 21
- QA76.76.E95 B265 2003
Title from publisher's bibliographic system (viewed on 05 Oct 2015).
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 -- App. A. Ordinals, lattices, and fixpoint theory -- App. B. Turing machines.
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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