TY - BOOK T1 - Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutionary Algorithms T2 - SpringerBriefs in Applied Sciences and Technology, A1 - Rocha, Frederico A.E A2 - Martins, Ricardo M.F A2 - Lourenco, Nuno C.C A2 - Horta, Nuno C.G LA - English PP - Cham PB - Springer International Publishing : Imprint: Springer YR - 2014 UL - http://vufind10-pruebas.sigbunlp.bibliotecas.unlp.edu.ar/Record/dfi.27698 AB - 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. OP - 69 CN - TK7888.4 SN - 9783319021898 KW - Engineering. KW - Algorithms. KW - Computational intelligence. KW - Electronic circuits. KW - Circuits and Systems. KW - Algorithm Analysis and Problem Complexity. ER -