Szybka optymalizacja globalna układów wysokich częstotliwości przy użyciu modeli surogatowych - Project - MOST Wiedzy

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Szybka optymalizacja globalna układów wysokich częstotliwości przy użyciu modeli surogatowych

The primary purpose of this project is the development of techniques for rapid and globalized design optimization of high-frequency structures, including RF and microwave components, antennas, and integrated photonic devices. These methods will go beyond the capabilities of the state-of-the-art approaches in terms of providing improved trade-offs between the efficacy and computational efficiency. The major tasks consist of the development of procedures for rapid design space exploration involving global search on appropriately defined reduced-dimensionality manifolds, exploitation of characteristics features of the system responses (e.g., resonances) to flatten the functional landscape to be handled, as well as low-cost identification of promising parameter space regions involving, among others, variable-fidelity simulation models. Other tasks include software implementation of the optimization frameworks, as well as comprehensive validation and benchmarking against state-of-the-art optimization methods, both local and global.

Details

Project's funding:
OPUS
Agreement:
UMO-2020/37/B/ST7/01448 z dnia 2021-01-14
Realisation period:
2021-01-14 - 2025-01-13
Project manager:
prof. dr inż. Sławomir Kozieł
Realised in:
Faculty of Electronics, Telecommunications and Informatics
Request type:
National Research Programmes
Domestic:
Domestic project
Verified by:
Gdańsk University of Technology

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