The Simulation of Diode Based on PSO Algorithm

DOI

10.2991/iske.2007.124How to use a DOI?

Keywords

Semiconductor device simulation; Matrix equation; Particle Swarm Optimization algorithm (PSO)

Abstract

It is very difficult to solve the large-scaled in the semiconductor device simulation, sparse and ill-conditioned matrix equation exactly and quickly. So the particle swarm optimization algorithm(PSO) based on the swarm intelligent technology is presented to get the global optimal solution of the matrix equation. This algorithm is mainly to optimize the position of the particle in stead of solve the matrix equation. First of all, initialize the position and velocity of particles, then renew the iterative solution, until to search the global optimum. The example to solve the potential in linearly graded p-n junctions indicates that the improved PSO algorithm introduced in the paper is superior to Newton algorithm and traditional PSO in precision, velocity of convergence and saving memory. The simulation results of diodes are accord with that of theoretical analysis, which shows the PSO algorithm is applicable and accurate.

Copyright

© 2007, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Guofeng Pan
AU  - Ke wen Xia
AU  - Na ying Xu
AU  - Fan Yang
AU  - Rui xia Yang
PY  - 2007/10
DA  - 2007/10
TI  - The Simulation of Diode Based on PSO Algorithm
BT  - Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007)
PB  - Atlantis Press
SP  - 725
EP  - 729
SN  - 1951-6851
UR  - https://doi.org/10.2991/iske.2007.124
DO  - 10.2991/iske.2007.124
ID  - Pan2007/10
ER  -