Distributed Optimization with Application to Power Systems and Control

Alexander Engelmann

ISBN 10: 3731511800 / ISBN 13: 9783731511809

Verlag: Karlsruher Institut Für Technologie Nov 2022, 2022

Beschreibung

Neuware -Mathematical optimization techniques are among the most successful tools for controlling technical systems optimally with feasibility guarantees. Yet, they are often centralized¿all data has to be collected in one central and computationally powerful entity. Methods from distributed optimization overcome this limitation. Classical approaches, however, are often not applicable due to non-convexities. This work develops one of the first frameworks for distributed non-convex optimization.Books on Demand GmbH, Überseering 33, 22297 Hamburg 226 pp. Englisch.

Bestandsnummer des Verkäufers 9783731511809

Bibliografische Details

• Titel: Distributed Optimization with Application to Power Systems and Control
• Verlag: Karlsruher Institut Für Technologie Nov 2022
• Erscheinungsjahr: 2022
• Sprache: Englisch
• ISBN-10: 3731511800
• ISBN-13: 9783731511809
• Einband: Taschenbuch
• Zustand: Neu

Über diesen Titel

Inhaltsangabe

Mathematical optimization techniques are among the most successful tools for controlling technical systems optimally with feasibility guarantees. Yet, they are often centralized—all data has to be collected in one central and computationally powerful entity. Methods from distributed optimization overcome this limitation. Classical approaches, however, are often not applicable due to non-convexities. This work develops one of the first frameworks for distributed non-convex optimization.