Preferences and Similarities

2008
ISBN: 978-3-211-85431-0
Verlag: Springer Vienna

Buch, Englisch, Band 504, 320 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 670 g

Reihe: CISM International Centre for Mechanical Sciences

The fields of similarity and preference are still broadening due to the exploration of new fields of application. This is caused by the strong impact of vagueness, imprecision, uncertainty and dominance on human and agent information, communication, planning, decision, action, and control as well as by the technical progress of the information technology itself. The topics treated in this book are of interest to computer scientists, statisticians, operations researchers, experts in AI, cognitive psychologists and economists.

Zielgruppe

Research

Autoren/Hrsg.

Riccia, Giacomo

Kruse, Rudolf

Dubois, Didier

Lenz, Hans-Joachim

Fachgebiete

• Wirtschaftswissenschaften Betriebswirtschaft Unternehmensforschung
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Zeichen- und Zahlendarstellungen
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Algorithmen & Datenstrukturen
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Informationstheorie, Kodierungstheorie
• Wirtschaftswissenschaften Volkswirtschaftslehre Volkswirtschaftslehre Allgemein Ökonometrie
• Mathematik | Informatik Mathematik Operations Research
• Wirtschaftswissenschaften Betriebswirtschaft Wirtschaftsmathematik und -statistik
• Interdisziplinäres Wissenschaften Wissenschaften: Forschung und Information Informationstheorie, Kodierungstheorie

Inhaltsverzeichnis

Similarity, Dominance, Fuzzy Logic and Efficiency.- Similarity of Fuzzy Sets and Dominance of Random Variables: a Quest for Transitivity.- A Logic-based View of Similarities and Preferences.- An overview of bipolar qualitative decision rules.- Uncertainty, Vagueness, Incompleteness, Truthlikeliness and Proximity.- Logical approaches to fuzzy similarity-based reasoning: an overview.- Logics of Similarity and their Dual Tableaux A Survey.- Proximities in Statistics: Similarity and Distance.- Similarity, Independence, Probability and Game Theory.- Similarity Relations and Independence Concepts.- Imprecision and Structure in Modelling Subjective Similarity.- Defensive Forecasting: How to Use Similarity to Make Forecasts That Pass Statistical Tests.- Argument-based Decision Making, Qualitative Preferences Reasoning, and Label Rankings.- Comparing decisions on the basis of a bipolar typology of arguments.- A Snapshot on Reasoning with Qualitative Preference Statements in AI.- Learning Preference Models from Data: On the Problem of Label Ranking and Its Variants.- Constraints and Preferences: Modelling Frameworks and Multi-agent settings.