Majalah Ilmiah Matematika dan Statistika (MIMS)
Vol 18 No 2 (2018): Majalah Ilmiah Matematika dan Statistika

PENERAPAN COCKROACH SWARM OPTIMIZATION ALGORITHM (CSOA) PADA PENYELESAIAN PERSAMAAN POLINOMIAL YANG MEMILIKI AKAR KOMPLEKS

Farikha, Ema Fahma (Unknown)
Hidayat, Rusli (Unknown)
Arif, Muhammad Ziaul (Unknown)

Article Info

Publish Date
03 Sep 2018

Abstract

In this paper, we use a metaheuristic algorithm for solving non-linear equations (polynomial equations) which have a set of complex roots (complex numbers). The metaheuristic algorithm is the Cockroach Swarm Optimization Algorithm (CSOA) which imitate various types of natural cockroach behaviors such as chase-swarming, dispersing and ruthlessness when hunting for food sources. In this study, several examples of non-linear polynomial equations were used for evaluating the accuracy of CSOA. In this simulation, the accuracy comparison has been accomplished. It is shown that CSOA results are more accurate compared to the Newton-Raphson results. Keywords: Cockroach Swarm Optimization Algorithm, Complex roots of polynomial, Newton-Raphson, Non-Linear equation.

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Journal Info
Majalah Ilmiah Matematika dan Statistika (MIMS)
Website

Abbrev

MIMS

Publisher

Universitas Jember

Subject

Mathematics

Description

The aim of this publication is to disseminate the conceptual thoughts or ideas and research results that have been achieved in the area of mathematics and statistics. MIMS, focuses on the development areas sciences of mathematics and statistics as follows: 1. Algebra and Geometry; 2. Analysis and ...