Reasoning about Uncertainty
Afbeeldingen
Sla de afbeeldingen overArtikel vergelijken
Auteur:
Joseph Y. Halpern
Joseph Y. Halpern
- Engels
- Hardcover
- 9780262083201
- 03 oktober 2003
- 497 pagina's
Samenvatting
Uncertainty is a fundamental and unavoidable feature of daily life; in order to deal with uncertaintly intelligently, we need to be able to represent it and reason about it. In this book, Joseph Halpern examines formal ways of representing uncertainty and considers various logics for reasoning about it. While the ideas presented are formalized in terms of definitions and theorems, the emphasis is on the philosophy of representing and reasoning about uncertainty; the material is accessible and relevant to researchers and students in many fields, including computer science, artificial intelligence, economics (particularly game theory), mathematics, philosophy, and statistics.Halpern begins by surveying possible formal systems for representing uncertainty, including probability measures, possibility measures, and plausibility measures. He considers the updating of beliefs based on changing information and the relation to Bayes' theorem; this leads to a discussion of qualitative, quantitative, and plausibilistic Bayesian networks. He considers not only the uncertainty of a single agent but also uncertainty in a multi-agent framework. Halpern then considers the formal logical systems for reasoning about uncertainty. He discusses knowledge and belief; default reasoning and the semantics of default; reasoning about counterfactuals, and combining probability and counterfactuals; belief revision; first-order modal logic; and statistics and beliefs. He includes a series of exercises at the end of each chapter.
Productspecificaties
Wij vonden geen specificaties voor jouw zoekopdracht '{SEARCH}'.
Inhoud
- Taal
- en
- Bindwijze
- Hardcover
- Oorspronkelijke releasedatum
- 03 oktober 2003
- Aantal pagina's
- 497
- Illustraties
- Nee
Betrokkenen
- Hoofdauteur
- Joseph Y. Halpern
- Tweede Auteur
- Joseph Y. Halpern
- Hoofduitgeverij
- MIT Press (MA)
Vertaling
- Originele titel
- Reasoning about Uncertainty
Overige kenmerken
- Extra groot lettertype
- Nee
- Studieboek
- Nee
- Verpakking breedte
- 203 mm
- Verpakking hoogte
- 25 mm
- Verpakking lengte
- 229 mm
- Verpakkingsgewicht
- 957 g
EAN
- EAN
- 9780262083201
Je vindt dit artikel in
- Categorieën
- Boek, ebook of luisterboek?
- Boek
- Taal
- Engels
- Studieboek of algemeen
- Algemene boeken
Kies gewenste uitvoering
Kies je bindwijze
(2)
Prijsinformatie en bestellen
Rapporteer dit artikel
Je wilt melding doen van illegale inhoud over dit artikel:
- Ik wil melding doen als klant
- Ik wil melding doen als autoriteit of trusted flagger
- Ik wil melding doen als partner
- Ik wil melding doen als merkhouder
Geen klant, autoriteit, trusted flagger, merkhouder of partner? Gebruik dan onderstaande link om melding te doen.