Nature Inspired Optimization Algorithms and Their Performance on the Solution of Nonlinear Equation Systems

Pakize Erdoğmuş

EN

Nature Inspired Optimization Algorithms and Their Performance on the Solution of Nonlinear Equation Systems

Abstract

The aim of this article is both to introduce recent published nature-inspired optimization algorithms and to compare the performances of them. Four benchmark test problems(two unimodal, two multimodal) and four nonlinear equations systems were used for the comparison. The results were submitted. It was seen with these test results, we can not say that one of the algorithms outperforms. But all af them can be an alternative for solving the nonlinear equation systems.

Keywords

Nature-Inspired Optimization Algorithms,Nonlinear Equation Systems,Grey Wolf Optimization,Ant-Lion Algorithm,Whale Optimization Algorithm,Salp Swar Algorithm

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Details

Primary Language

English

Subjects

Computer Software

Journal Section

Research Article

Authors

Pakize Erdoğmuş
Türkiye

Publication Date

April 2, 2018

Submission Date

March 25, 2018

Acceptance Date

March 31, 2018

Published in Issue

Year 2018 Volume: 1 Number: 1

IZ

https://izlik.org/JA62MU47WL

Cite

RIS / Bibtex

APA

Erdoğmuş, P. (2018). Nature Inspired Optimization Algorithms and Their Performance on the Solution of Nonlinear Equation Systems. Sakarya University Journal of Computer and Information Sciences, 1(1), 44-57. https://izlik.org/JA62MU47WL

AMA

1.Erdoğmuş P. Nature Inspired Optimization Algorithms and Their Performance on the Solution of Nonlinear Equation Systems. SAUCIS. 2018;1(1):44-57. https://izlik.org/JA62MU47WL

Chicago

Erdoğmuş, Pakize. 2018. “Nature Inspired Optimization Algorithms and Their Performance on the Solution of Nonlinear Equation Systems”. Sakarya University Journal of Computer and Information Sciences 1 (1): 44-57. https://izlik.org/JA62MU47WL.

EndNote

Erdoğmuş P (April 1, 2018) Nature Inspired Optimization Algorithms and Their Performance on the Solution of Nonlinear Equation Systems. Sakarya University Journal of Computer and Information Sciences 1 1 44–57.

IEEE

[1]P. Erdoğmuş, “Nature Inspired Optimization Algorithms and Their Performance on the Solution of Nonlinear Equation Systems”, SAUCIS, vol. 1, no. 1, pp. 44–57, Apr. 2018, [Online]. Available: https://izlik.org/JA62MU47WL

ISNAD

Erdoğmuş, Pakize. “Nature Inspired Optimization Algorithms and Their Performance on the Solution of Nonlinear Equation Systems”. Sakarya University Journal of Computer and Information Sciences 1/1 (April 1, 2018): 44-57. https://izlik.org/JA62MU47WL.

JAMA

1.Erdoğmuş P. Nature Inspired Optimization Algorithms and Their Performance on the Solution of Nonlinear Equation Systems. SAUCIS. 2018;1:44–57.

MLA

Erdoğmuş, Pakize. “Nature Inspired Optimization Algorithms and Their Performance on the Solution of Nonlinear Equation Systems”. Sakarya University Journal of Computer and Information Sciences, vol. 1, no. 1, Apr. 2018, pp. 44-57, https://izlik.org/JA62MU47WL.

Vancouver

1.Pakize Erdoğmuş. Nature Inspired Optimization Algorithms and Their Performance on the Solution of Nonlinear Equation Systems. SAUCIS [Internet]. 2018 Apr. 1;1(1):44-57. Available from: https://izlik.org/JA62MU47WL