Penguins Search Optimization Algorithm (PeSOA) for chaotic synchronization system
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Date
2022-01-24
Journal Title
Journal ISSN
Volume Title
Publisher
University of Eloued جامعة الوادي
Abstract
Information encryption is a security process where data is encoded using chaotic
signal. stabilization and synchronization in chaotic systems for secure information can
be achieved using the metaheuristic algorithms. In this work Penguins Search
Optimization Algorithm (PeSOA) which is inspired by penguin’s social behavior is
applied to synchronize chaotic encryption signal. PeSOA algorithm explores space with
random and iterative search in order to find symmetric encryption key of the chaotic
system in both transmission and reception. Identification based on metaheristic
optimization Algorithm (PeSOA) is used to improve the accuracy of initial conditions
and control parameters of Chua’s chaotic generator by minimizing errors between the
estimated and identified value. Simulation results show the effectiveness of the PeSOA
algorithm to generating symmetric key of encryption process and synchronizing both
chaotic circuit of transmitter and receiver one.
Description
Forum Intervention of Artificial Intelligence and Its Applications. Faculty of Exat science. University of Eloued
Keywords
Metaheuristic, PeSOA, Chaos, Encryption, Synchronization, Optimization.
Citation
Maamri, Fouzia. Bououden, Sofiane .Djellab, Hanane. Boulkaibet, Ilyes. Penguins Search Optimization Algorithm (PeSOA) for chaotic synchronization system. Forum of Artificial Intelligence and Its Applications. 24-26 Jan 2022. Faculty of Exat science. University of Eloued. [visited in ../../….]. available from [copy the link here]