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Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Applied optics
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Performance-Driven Surrogate Modeling of High-Frequency Structures (Paperback, 1st ed. 2020)
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Performance-Driven Surrogate Modeling of High-Frequency Structures (Paperback, 1st ed. 2020)
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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
microwave engineering, antenna design, microwave photonics,
magnetism, especially those that utilize electromagnetic (EM)
simulation models in their daily routines. 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 structures;
Includes design applications of the presented modeling frameworks,
including single- and multi-objective parametric optimization.
General
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