Response Feature Technology for High-Frequency Electronics. Optimization, Modeling, and Design Automation
暫譯: 高頻電子回應特徵技術：優化、建模與設計自動化

本書探討響應特徵技術及其在高頻結構（包括天線和微波元件）的建模、優化和計算機輔助設計中的應用。透過探索系統輸出的特定結構，基於特徵的方法促進了模擬驅動的設計程序，無論是在提高計算效率還是可靠性方面，均有所助益。這些優勢與特徵點坐標與設計變數之間的弱非線性關係有關，這在優化的背景下，導致目標函數的內在正則化。本書提供了該主題的概述、特徵點的定義與提取，以及基於特徵的設計問題重構。它還概述了為處理局部、全局和多準則設計、代理建模以及不確定性量化而開發的多種數值算法。所討論的框架使用實際微波和天線結構的範例進行了廣泛的說明，並附有多個設計案例。書中還包含了有關模擬驅動設計、數值優化以及行為和物理基礎的代理建模的入門材料。本書將對從事高頻電子學領域的讀者（包括微波工程、天線設計、微波光子學、磁學，特別是那些在日常工作中使用電磁（EM）模擬模型的讀者）非常有用。

Anna Pietrenko-Dabrowska received the M.Sc. and Ph.D. degrees in electronic engineering from Gdansk University of Technology, Poland, in 1998 and 2007, respectively. Currently, she is an Associate Professor with Gdansk University of Technology, Poland. She is the Associate Editor of Int. J. Numerical Modeling, and Academic Editor of Int. J. Ant. Prop. She is also a guest co-editor of special issue of Int. J. Numerical Modeling (Advances in Forward and Inverse Surrogate Modeling for High-Frequency Design). She is a program committee member of international conferences (IEEE MTT-s Int. Conf. Num. EM and Multiphysics Modeling and Optim., NEMO 2019, Int. Conf. Comp. Science, ICCS 2019). Her research interests include simulation-driven design, design optimization, experiment design, control theory, modeling of microwave and antenna structures, numerical analysis. She is also a co-author of the book "Performance-driven surrogate modeling of high-frequency structures," (Springer, 2020).

Slawomir Koziel received the M.Sc. and Ph.D. degrees in electronic engineering from Gdansk University of Technology, Poland, in 1995 and 2000, respectively. He also received the M.Sc. degrees in theoretical physics and in mathematics, in 2000 and 2002, respectively, as well as the PhD in mathematics in 2003, from the University of Gdansk, Poland. He is currently a Professor with the Department of Engineering, Reykjavik University, Iceland. His research interests include CAD and modeling of microwave circuits, simulation-driven design, surrogate-based optimization, space mapping, circuit theory, evolutionary computation and numerical analysis. In recent years, he has been working extensively on surrogate-based modeling and optimization techniques as well as computationally efficient simulation-driven design methods for microwave engineering and aerospace engineering. He has published several book chapters and over 1,000 research papers. He is a founder and director of Engineering Optimization & Modeling Center at Reykjavik University.

Slawomir Koziel is a recipient of Fulbright Scholarship for the academic year 2003/2004. He has served on the Editorial Board of various international journals, program committee member as well as co-organizer of numerous special sessions and workshops at international conferences. He is an Associate Editor of several journals (IET Microwaves Ant. Prop., El. Lett., Int. J. Math. Modeling Num. Opt., Int. J. Numerical Modeling). He has also been a guest co-editor of several special issues of international journals (including Optimization and Engineering, Int. J. RF and Microwave CAE, Int. J. Math. Modelling and Num. Opt, IEEE Trans. Microwave Theory Techn.), as well as a co-author of several books, including "Performance-driven surrogate modeling of high-frequency structures," (Springer, 2020), "Simulation-based optimization of antenna arrays," (World Scientific, 2019), "Simulation-driven design by knowledge-based response correction techniques" (Springer, 2016), and "Antenna design by simulation-driven optimization" (Springer, 2014), and a co-editor of several other books.

安娜·皮特連科-達布羅夫斯卡（Anna Pietrenko-Dabrowska）於1998年和2007年分別獲得波蘭格但斯克科技大學（Gdansk University of Technology）電子工程碩士及博士學位。目前，她是波蘭格但斯克科技大學的副教授。她是《國際數值建模期刊》（Int. J. Numerical Modeling）的副編輯，以及《國際天線與波導期刊》（Int. J. Ant. Prop.）的學術編輯。她也是《國際數值建模期刊》特刊（高頻設計的前向與反向代理建模進展）的客座共同編輯。她是多個國際會議的程序委員會成員（如IEEE MTT-s國際數值電磁學與多物理建模與優化會議、NEMO 2019、國際計算科學會議ICCS 2019）。她的研究興趣包括模擬驅動設計、設計優化、實驗設計、控制理論、微波與天線結構建模及數值分析。她也是書籍《高頻結構的性能驅動代理建模》（Performance-driven surrogate modeling of high-frequency structures，Springer，2020）的共同作者。

斯拉沃米爾·科齊爾（Slawomir Koziel）於1995年和2000年分別獲得波蘭格但斯克科技大學電子工程碩士及博士學位。他還於2000年和2002年分別獲得理論物理及數學的碩士學位，並於2003年獲得波蘭格但斯克大學的數學博士學位。目前，他是冰島雷克雅未克大學（Reykjavik University）工程系的教授。他的研究興趣包括微波電路的CAD與建模、模擬驅動設計、基於代理的優化、空間映射、電路理論、進化計算及數值分析。近年來，他在基於代理的建模與優化技術以及微波工程和航空航天工程的計算效率高的模擬驅動設計方法方面進行了廣泛的研究。他已發表多篇書籍章節及超過1,000篇研究論文。他是雷克雅未克大學工程優化與建模中心的創始人及主任。

斯拉沃米爾·科齊爾於2003/2004學年獲得富布萊特獎學金。他曾擔任多個國際期刊的編輯委員會成員，並作為程序委員會成員及多個國際會議的特別會議和研討會的共同組織者。他是多個期刊的副編輯（如IET Microwaves Ant. Prop.、El. Lett.、Int. J. Math. Modeling Num. Opt.、Int. J. Numerical Modeling）。他還曾擔任多個國際期刊特刊的客座共同編輯（包括《優化與工程》、《國際射頻與微波CAE期刊》、《國際數學建模與數值優化期刊》、《IEEE微波理論技術期刊》），並且是多本書籍的共同作者，包括《高頻結構的性能驅動代理建模》（Performance-driven surrogate modeling of high-frequency structures，Springer，2020）、《天線陣列的基於模擬的優化》（Simulation-based optimization of antenna arrays，World Scientific，2019）、《基於知識的響應修正技術的模擬驅動設計》（Simulation-driven design by knowledge-based response correction techniques，Springer，2016）以及《通過模擬驅動優化的天線設計》（Antenna design by simulation-driven optimization，Springer，2014），並且是其他幾本書的共同編輯。