Robust tuning and sensitivity analysis of stochastic integer and fractional‐order PID control systems: application of surrogate‐based robust simulation‐optimization
This paper aims to make a trade‐off between performance and robustness in stochastic
control systems with probabilistic uncertainties. For this purpose, we develop a surrogate …
control systems with probabilistic uncertainties. For this purpose, we develop a surrogate …
An RBF-PSO technique for the rapid optimization of (CMOS) analog circuits
This work focuses on the use of the substitution modeling techniques and their combination
with metaheuristics for the rapid optimal sizing of (not only) CMOS analog circuits. The case …
with metaheuristics for the rapid optimal sizing of (not only) CMOS analog circuits. The case …
Efficient and automated generation of multidimensional design curves for coupled-resonator filters using system identification and metamodels
M Caenepeel, F Ferranti… - 2016 13th International …, 2016 - ieeexplore.ieee.org
The design of coupled-resonator microwave band-pass filter is very often based on the
physical implementation of a coupling matrix by correctly dimensioning the filter …
physical implementation of a coupling matrix by correctly dimensioning the filter …
Particle swarm optimization with aging leader and challengers for optimal design of analog active filters
Due to the manufacturing limitations, the task of optimal analog active filter design by hand is
very difficult. Evolutionary computation may be a competent implement for automatic …
very difficult. Evolutionary computation may be a competent implement for automatic …
Convergence rates of the efficient global optimization algorithm for improving the design of analog circuits
Optimal sizing of analog circuits is a hard and time-consuming challenge. Nowadays,
analog designers are more than ever interested in develo** solutions for automating such …
analog designers are more than ever interested in develo** solutions for automating such …
Surrogate assisted optimization for low-voltage low-power circuit design
Low-voltage low-power (LVLP) circuit design and optimization is a hard and time-consuming
task. In this study, we are interested in the application of the newly proposed meta-modelling …
task. In this study, we are interested in the application of the newly proposed meta-modelling …
A local surrogate-based parallel optimization for analog circuits
S Du, H Liu, H Yin, F Yu, J Li - AEU-International Journal of Electronics and …, 2021 - Elsevier
Computationally expensive simulations make challenges for analog/RF circuit and
electromagnetic device design automation, where efficiency is a key issue. Both surrogate …
electromagnetic device design automation, where efficiency is a key issue. Both surrogate …
On the accurate modeling of analog circuits via the kriging metamodeling technique
This work deals with the application of the Kriging technique for the accurate modeling of
analog circuits, namely, a CMOS second generation current conveyor, and a CMOS voltage …
analog circuits, namely, a CMOS second generation current conveyor, and a CMOS voltage …
Metamodelling techniques for the optimal design of low-noise amplifiers
In this article we deal with the optimal sizing of low-noise amplifiers (LNAs) using newly
proposed metamodeling techniques. The main objective is to construct metamodels of main …
proposed metamodeling techniques. The main objective is to construct metamodels of main …
Pseudo Expected Improvement Based-Optimization for CMOS Analog Circuit Design
In this paper, we consider the use of a new parallel efficient global optimization algorithm
based on the use of the pseudo expected improvement (PEI) criterion, for the optimal design …
based on the use of the pseudo expected improvement (PEI) criterion, for the optimal design …