Algorithmic Aspects of Discrete Choice in ...

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Sprache: Englisch

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Beschreibung

This book develops a framework to analyze algorithmic aspects of discrete choice models in convex optimization. The central aspect is to derive new prox-functions from discrete choice surplus functions, which are then incorporated into convex optimization schemes. The book provides further economic applications of discrete choice prox-functions within the context of convex optimization such as network manipulation based on alternating minimization and dynamic pricing for online marketplaces.

Über den Autor

David Müller is a data scientist and former postdoc at the Chair of Business Mathematics at Chemnitz University of Technology. His research focuses on algorithmic and big data aspects of discrete choice models as well as machine learning and non-smooth optimisation.

Inhaltsverzeichnis

Introduction.- Discrete Choice Models.- Discrete Choice Prox-Functions.- Consumption Cycle.- Network Manipulation.- Dynamic Pricing.

Details

Erscheinungsjahr:	2024
Fachbereich:	Allgemeines
Genre:	Mathematik , Medizin , Naturwissenschaften , Technik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Inhalt:	xii 162 S. 1 s/w Illustr. 5 farbige Illustr. 162 p. 6 illus. 5 illus. in color. Textbook for German language market.
ISBN-13:	9783658457044
ISBN-10:	365845704X
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Müller, David
Hersteller:	Springer Fachmedien Wiesbaden Springer Fachmedien Wiesbaden GmbH
Verantwortliche Person für die EU:	Springer Spektrum in Springer Science + Business Media, Tiergartenstr. 15-17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße:	210 x 148 x 10 mm
Von/Mit:	David Müller
Erscheinungsdatum:	19.11.2024
Gewicht:	0,236 kg