Parameter Optimization for Molecular Communication via Diffusion Model using Equilibrium and Enhanced Equilibrium Algorithms

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dc.authoridisik, ibrahim/0000-0003-1355-9420
dc.authorwosidisik, ibrahim/AAG-5915-2019
dc.contributor.authorIsik, Ibrahim
dc.date.accessioned2024-08-04T20:54:30Z
dc.date.available2024-08-04T20:54:30Z
dc.date.issued2023
dc.departmentİnönü Üniversitesien_US
dc.description.abstractMolecular communication (MOC), which is proposed as a new communication method between nano-sized devices (nanomachines), holds the potential to be used for diagnosing and treating diseases such as Alzheimer's, Spinal Cord, and Parkinson's in the future. Several methods for analyzing MOC models can be found in the literature. However, many of them propose using constant transmitters and receivers in a diffusion environment. In contrast to the existing literature, this study proposes a MOC model that considers the transmitter, receiver, and molecule as mobile entities in the diffusion environment. Furthermore, the system's performance has been improved by identifying optimal parameters, such as the diffusion coefficient that controls mobility and the receptor radius that directly affects the system's performance, using the equilibrium optimization (EO) algorithm and enhanced equilibrium optimization (E-2 O) algorithms. All optimized results are presented with mean and standard deviation values, demonstrating the reproducibility and consistency of the findings. In conclusion, solving the stochastic MOC problem with deterministic approaches such as the E O and (EO)-O-2 algorithms offers several advantages.en_US
dc.identifier.doi10.1007/s13369-023-08101-3
dc.identifier.endpage15418en_US
dc.identifier.issn2193-567X
dc.identifier.issn2191-4281
dc.identifier.issue11en_US
dc.identifier.scopus2-s2.0-85164574816en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage15403en_US
dc.identifier.urihttps://doi.org/10.1007/s13369-023-08101-3
dc.identifier.urihttps://hdl.handle.net/11616/101463
dc.identifier.volume48en_US
dc.identifier.wosWOS:001028697900003en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherSpringer Heidelbergen_US
dc.relation.ispartofArabian Journal For Science and Engineeringen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectMolecular communicationen_US
dc.subjectDiffusion constanten_US
dc.subjectEquilibrium optimizationen_US
dc.subjectEnhanced equilibrium optimizationen_US
dc.subjectFractional-order chaotic oscillatoren_US
dc.titleParameter Optimization for Molecular Communication via Diffusion Model using Equilibrium and Enhanced Equilibrium Algorithmsen_US
dc.typeArticleen_US

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