The existing GP model-based optimization methods for analog circuits take the GP models as either offline models or as assistance for the evolutionary algorithms. We also extend the Bayesian ...

Abstract: The present work proposes an improved Bayesian optimization (BO) method for the design of broadband radio frequency (RF) power amplifiers (PAs). A new acquisition function (AF) is ...

Search Engine Land is your source for Bing SEO news and content. You’ll find a variety of up-to-date and authoritative resources, including the latest news, tactic-rich tutorials, and the latest ...

Article Views are the COUNTER-compliant sum of full text article downloads since November 2008 (both PDF and HTML) across all institutions and individuals. These metrics are regularly updated to ...

The bayes_optimization.py file provides classes needed for multi-objective Bayesian optimization and partial dependence plot (PDP) visualization as implemented in the paper. The PA.ipynb is a Jupyter ...

School of Sciences, Xi’an Technological University, Xi’an, Shaanxi 710021, China Institute of Environmental and Energy Catalysis, School of Materials Science and Chemical Engineering, Xi’an ...