UID:
almahu_9949460116402882
Edition:
1st ed.
ISBN:
9789175190501
Content:
This book, 'Divide and Conquer: Distributed Optimization and Robustness Analysis' by Sina Khoshfetrat Pakazad, focuses on the challenges of managing large-scale complex systems. The author presents methods to address the computational difficulties of solving optimization problems in these systems, emphasizing distributed optimization techniques. By exploring the inherent structures in large-scale systems, the book proposes three novel distributed optimization algorithms that enhance convergence and computational efficiency over existing solutions. These algorithms are applicable across various fields such as control systems, estimation, communication, supply chain management, and economics. The work is particularly relevant for professionals and researchers in electrical engineering and systems control, aiming to optimize performance while respecting privacy and structural constraints.
Note:
Abstract -- Populärvetenskaplig sammanfattning -- Acknowledgments -- Contents -- Notation -- 1 Introduction -- 2 Convex Optimization Problems -- 3 Convex Optimization Methods -- 4 Uncertain Systems and Robustness Analysis -- 5 Coupled Problems and Distributed Optimization -- 6 Examples in Control and Estimation -- 7 Conclusions and Future Work -- Bibliography
Language:
English
