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Algorithmic Aspects of Discrete Choice in Convex Optimization (Mathematische Optimierung und Wirtschaftsmathematik | Mathematical Optimization and Economathematics) - Tapa blanda

Müller, David

 
9783658457044: Algorithmic Aspects of Discrete Choice in Convex Optimization (Mathematische Optimierung und Wirtschaftsmathematik | Mathematical Optimization and Economathematics)
Tapa blanda
ISBN 10: 365845704X ISBN 13: 9783658457044
Editorial: Springer Spektrum, 2024

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del 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.

De la contraportada

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.

 

About the author

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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Springer Spektrum
Año de publicación
2024
Idioma
Inglés
ISBN 10 
365845704X
ISBN 13 
9783658457044
Encuadernación
Tapa blanda
Número de páginas
176
Contacto del fabricante
ProductSafety@springernature.com
ProductSafety@springernature.com

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