| 書目名稱 | Performance-Driven Surrogate Modeling of High-Frequency Structures |
| 編輯 | Slawomir Koziel,Anna Pietrenko-Dabrowska |
| 視頻video | http://file.papertrans.cn/744/743882/743882.mp4 |
| 概述 | Covers performance-driven and constrained modeling methods, not available in other books to date.Discusses of a wide range of practical case studies including a variety of microwave and antenna struct |
| 圖書封面 |  |
| 描述 | .This book discusses surrogate modeling of high-frequency structures including antenna and microwave components. The focus is on constrained or performance-driven surrogates. The presented techniques aim at addressing the limitations of conventional modeling methods, pertinent to the issues of dimensionality and parameter ranges that need to be covered by the surrogate to ensure its design utility. Within performance-driven methodologies, mitigation of these problems is achieved through appropriate confinement of the model domain, focused on the regions promising from the point of view of the relevant design objectives. This enables the construction of reliable surrogates at a fraction of cost required by conventional methods, and to accomplish the modeling tasks where other techniques routinely fail. The book provides a broad selection of specific frameworks, extensively illustrated using examples of real-world microwave and antenna structures along with numerous design examples. Furthermore, the book contains introductory material on data-driven and physics-based surrogates. The book will be useful for the readers working in the area of high-frequency electronics, including micro |
| 出版日期 | Book 2020 |
| 關(guān)鍵詞 | Surrogate modeling; Data-driven modeling; High-frequency design; Design optimization; Constrained modeli |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-030-38926-0 |
| isbn_softcover | 978-3-030-38928-4 |
| isbn_ebook | 978-3-030-38926-0 |
| copyright | Springer Nature Switzerland AG 2020 |
|Archiver|手機(jī)版|小黑屋|
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