Title :
Numerical Solution of Polynomial Systems of Equations With Complex Coefficients
Author :
Arias, Cesar ; Aguilar, Rene ; Correa, Ricardo
Author_Institution :
Univ. Ind. de Santander, Bucaramanga, Colombia
Abstract :
Some fundamental problems of science and engineering can be modeled by systems of nonlinear polynomial equations with complex coefficients, where the numerical solution plays an important role to solve them. This article shows some results of the numerical solution to such systems, commonly used in signal processing, filter design, equalizers, decouplers and other components of mobile phones, for instance. Some results are reported using the particle swarm algorithm, a modification and the traditional multidimensional Newton-Raphson. An advantage in terms of accuracy, computation time and number of iterations was observed for the modified algorithm.
Keywords :
Newton-Raphson method; equalisers; mobile handsets; particle swarm optimisation; polynomials; signal processing; Newton-Raphson multidimensional; decoupler; equalizer; filter design; mobile phone; nonlinear polynomial equations; particle swarm optimization algorithm; signal processing; Abstracts; Algorithm design and analysis; Mathematical model; Particle swarm optimization; Polynomials; Signal processing algorithms; Complex coefficients; particle swarm optimization; polynomials; systems of nonlinear equations;
Journal_Title :
Latin America Transactions, IEEE (Revista IEEE America Latina)
DOI :
10.1109/TLA.2013.6710387