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Distributed Optimization with Application to Power Systems and Control
- Format:
- Book
- Author/Creator:
- Engelmann, Alexander
- Language:
- English
- Physical Description:
- 1 online resource (226 p.)
- Place of Publication:
- Karlsruhe KIT Scientific Publishing 2022
- Language Note:
- English
- Summary:
- 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.
- ISBN:
- 1000144792
- Access Restriction:
- Open access Unrestricted online access
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