@article{695615, recid = {695615}, author = {Rocha, Frederico A. E.,}, title = {Electronic design automation of analog ICs combining gradient models with multi-objective evolutionary algorithms [electronic resource] /}, pages = {1 online resource (xi, 69 pages) :}, abstract = {This book applies to the scientific area of electronic design automation (EDA) and addresses the automatic sizing of analog integrated circuits (ICs). Particularly, this book presents an approach to enhance a state-of-the-art layout-aware circuit-level optimizer (GENOM-POF), by embedding statistical knowledge from an automatically generated gradient model into the multi-objective multi-constraint optimization kernel based on the NSGA-II algorithm. The results showed allow the designer to explore the different trade-offs of the solution space, both through the achieved device sizes, or the respective layout solutions.}, url = {http://library.usi.edu/record/695615}, doi = {https://doi.org/10.1007/978-3-319-02189-8}, }