Essential Mathematics for Convex Optimization - Hardcover

K¿l¿nç-Karzan, Fatma; Nemirovski, Arkadi

Hardcover

ISBN 10: 1009510525 ISBN 13: 9781009510523

Verlag: Cambridge University Press, 2025

Inhaltsangabe

A textbook that introduces both convex analysis and modern topics in optimization in a mathematically rigorous yet accessible way.

Über diesen Titel

Über die Autorin bzw. den Autor

Fatma K¿l¿nç-Karzan is a Professor of Operations Research at Tepper School of Business, Carnegie Mellon University. She was awarded the 2015 INFORMS Optimization Society Prize for Young Researchers, the 2014 INFORMS JFIG Best Paper Award (with S. Y¿ld¿z), and an NSF CAREER Award in 2015. Her research focuses on foundational theory and algorithms for convex optimization and structured nonconvex optimization and their applications in optimization under uncertainty, machine learning, and business analytics. She has been an elected member on the councils of the Mathematical Optimization Society and INFORMS Computing Society, and has served on the editorial boards of MOS-SIAM Book Series on Optimization, MathProgA, MathOR, OPRE, SIAM J Opt, IJOC, and OMS.

Details zur Ausgabe

• Verlag: Cambridge University Press
• Erscheinungsdatum: 2025
• Sprache: Englisch
• ISBN 10: 1009510525
• ISBN 13: 9781009510523
• Einband: Gebundene Ausgabe
• Anzahl der Seiten: 450
• Kontakt zum Hersteller: Cambridge University Press; https://www.cambridge.org/; ; Via Honduras,15; Pomezia; Italia; 71; Italien