Title :
Hybrid pareto-evolutionary algorithm for solving mathematical models of high dimensional electronic circuits (HPEA)
Author :
Beglyarov, Vadim ; Bereza, Andrey ; Blanco, Leonardo
Author_Institution :
Dept. of Inf. Syst. & Radio Eng., Don State Tech. Univ., Rostov-on-Don, Russia
Abstract :
The article considers primary problems of circuitry modeling. The problem of solving ill-conditioned linear systems of algebraic equations (LSAE) is considered. Modified method and HPEA are described. An example of practical application of HPEA software implementation is proposed. The experimental studies and comparison to other LSAE-solving algorithms results are given, proving the advantages of modified method compared to traditional LSAE-solving methods.
Keywords :
Pareto optimisation; VLSI; algebra; electronic engineering computing; evolutionary computation; HPEA software implementation; LSAE-solving algorithms; VLSI integration; high dimensional electronic circuits; hybrid Pareto-evolutionary algorithm; linear systems of algebraic equations; mathematical models; modified method; very large-scale integration circuits integration;
Conference_Titel :
Design & Test Symposium, 2013 East-West
Conference_Location :
Rostov-on-Don
Print_ISBN :
978-1-4799-2095-2
DOI :
10.1109/EWDTS.2013.6673135