Distributed Optimization with Application to Power Systems and Control

• Tác giả: Alexander Engelmann
• Ngôn ngữ: eng
• ISBN-13: 978-3731511809
• ISBN: KSP/1000144792
• Thông tin xuất bản: Karlsruhe : KIT Scientific Publishing, 2022
• Mô tả vật lý: 1 electronic resource (226 p.)
• Bộ sưu tập: Tài liệu truy cập mở
• ID: 344409
• Chủ đề: 1. Maths for computer scientists

Tóm tắt

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.