Titlebook: Automated Design of Analog and High-frequency Circuits; A Computational Inte Bo Liu,Georges Gielen,Francisco V. Fernández Book 2014 Springe

IRK

Glasfaserverstärkte KunststoffeChapter 6 introduces ordinal optimization-based efficient robust design optimization methods. The method to cooperate ordinal optimization with hybrid methods, single and multi-objective constrained optimization methods is then discussed with practical examples.

PAEAN

虚情假意

Basic Concepts and Background,Chapter 1 provides the basic concepts and background in both computational intelligence and EDA fields. Their relationships are discussed and the challenging problems which will be addressed in this book are introduced.

perjury

身体萌芽

情节剧

标准

Electromagnetic Design Automation: Surrogate Model Assisted Evolutionary Algorithm,Chapter 7 reviews surrogate model assisted evolutionary algorithms and the application area: design automation of mm-wave integrated circuits and complex antennas. Two machine learning methods, Gaussian process and artificial neural networks are introduced.

FLORA

休战

Mosaic

Passive Components Synthesis at High Frequencies: Handling Prediction Uncertainty,ent synthesis. Three popular methods to handle the prediction uncertainty, which is the fundamental problem when integrating machine learning techniques with evolutionary algorithms, are introduced with practical examples.