automatic circuit design and optimization using modified pso algorithm
;Subhash Patel;Rajesh A Thakker
communications in statistics: simulation and computation2016Vol. 9pp. 89-94
144
patel2016journalautomatic
Abstract
In this work, we have proposed modified PSO algorithm based optimizer for automatic circuit design. The performance
of the modified PSO algorithm is compared with two other evolutionary algorithms namely ABC algorithm and standard
PSO algorithm by designing two stage CMOS operational amplifier and bulk driven OTA in 130nm technology. The
results show the robustness of the proposed algorithm. With modified PSO algorithm, the average design error for two
stage op-amp is only 0.054% in contrast to 3.04% for standard PSO algorithm and 5.45% for ABC algorithm. For bulk
driven OTA, average design error is 1.32% with MPSO compared to 4.70% with ABC algorithm and 5.63% with standard
PSO algorithm.