Clustered-gravitational search algorithm and its application in parameter optimization of a low noise amplifier

M Shams, E Rashedi, A Hakimi - Applied Mathematics and Computation, 2015 - Elsevier
Gravitational search algorithm (GSA) is a recent introduced algorithm which is inspired by
law of gravity and mass interactions. In this paper, a novel version of GSA, named Clustered …

Optimization of 5.5-GHz CMOS LNA parameters using firefly algorithm

R Kumar, A Rajan, FA Talukdar, N Dey… - Neural Computing and …, 2017 - Springer
This paper presents an optimal design of low noise amplifier (LNA) using an efficient swarm-
based optimizer called firefly algorithm (FA). Many researchers have used firefly algorithm to …

Application of swarm intelligence techniques to the design of analog circuits: evaluation and comparison

A Sallem, B Benhala, M Kotti, M Fakhfakh… - … Integrated Circuits and …, 2013 - Springer
Swarm intelligence (SI) techniques are more and more used by analog designers in order to
optimally size their circuits/systems' performances. A particular interest is accorded to the …

Parameter optimization of 5.5 GHz low noise amplifier using multi-objective Firefly Algorithm

R Kumar, FA Talukdar, A Rajan, A Devi… - Microsystem Technologies, 2020 - Springer
This work presents an optimal design of low noise amplifier (LNA) using Firefly Algorithm
(FA). In this work we have implemented FA in optimizing various parameters of LNA like …

Surrogate assisted optimization for low-voltage low-power circuit design

A Garbaya, M Kotti, M Fakhfakh… - Journal of Low Power …, 2020 - mdpi.com
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 …

Backtracking ACO for RF-circuit design optimization

B Benhala, M Kotti, A Ahaitouf… - … Techniques in Analog …, 2015 - igi-global.com
Sizing analog, mixed-signal, and particularly radio-frequency circuits generally relies on the
experience of the designer. Metaheuristics have been recently proposed, and it has been …

Low noise amplifier synthesis using multidimensional MLP neural network

SE Sorkhabi, MR Mosavi, M Rafei - IETE Journal of Research, 2018 - Taylor & Francis
In this paper, a new method is proposed for determining the design parameters of radio
frequency (RF) low noise amplifier (LNA) to obtain a set of desired design specifications …

Performance optimization of CMOS second generation current conveyors using a multi-swarm algorithm

A El Dor, M Fakhfakh, P Siarry - AEU-International Journal of Electronics …, 2014 - Elsevier
This paper proposes an enhanced variant of the particle swarm optimization technique PSO-
2S, and its application to analogue circuit performance optimization. For comparison …

Metamodelling techniques for the optimal design of low-noise amplifiers

A Garbaya, M Kotti, M Fakhfakh, E Tlelo-Cuautle - Electronics, 2020 - mdpi.com
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 …

The backtracking search for the optimal design of low-noise amplifiers

A Garbaya, M Kotti, M Fakhfakh, P Siarry - Computational Intelligence in …, 2015 - Springer
The backtracking search algorithm (BSA) was recently developed. It is an evolutionary
algorithm for real-valued optimization problems. The main feature of BSA vis-à-vis other …