ICCK

Omar Avalos

Universidad de Guadalajara

Section 01

Academic Profile

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Section 02

Editorial Roles

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Section 03

ICCK Publications

Free Access | Research Article | 20 December 2025
A Comparison of Evolutionary Computation Techniques for Parameter Estimation of Chaotic Systems
ICCK Transactions on Swarm and Evolutionary Learning | Volume 1, Issue 2: 83-93, 2025 | DOI: 10.62762/TSEL.2025.913117
Abstract
In recent years, Parameter Estimation (PE) has become a topic of growing interest due to its broad applications in science and engineering. An important application is the identification of Chaotic Systems (CS), which enables synchronization and control of chaotic behavior. However, the parameter estimation of CS is a highly nonlinear and multidimensional optimization problem where traditional approaches are often unsuitable. To overcome these limitations, Evolutionary Computation Techniques (ECT) have been widely adopted to tackle complex nonlinear optimization tasks. Recently, classical and modern ECT methods have been proposed for estimating the parameters of chaotic systems. However, mos... More >

Graphical Abstract
A Comparison of Evolutionary Computation Techniques for Parameter Estimation of Chaotic Systems