Comparison of stochastic and random models for bacterial resistance

MakaleAçık Erişim
  • SDG 3 · Sağlık ve Kaliteli Yaşam

Özet

In this study, a mathematical model of bacterial resistance considering the immune system response and antibiotic therapy is examined under random conditions. A random model consisting of random differential equations is obtained by using the existing deterministic model. Similarly, stochastic effect terms are added to the deterministic model to form a stochastic model consisting of stochastic differential equations. The results from the random and stochastic models are also compared with the results of the deterministic model to investigate the behavior of the model components under random conditions.

Anahtar Kelimeler

RDL Kalıcı Bağlantı (PID)
https://rdlopen.rawdatalibrary.net/r/gumushane/15134Resmi atıflarda kullanılan kalıcı adres
DOI
https://doi.org/10.1186/s13662-017-1191-5Yayıncı resmi DOI adresi
Tam Kayıt
AlanDeğerDil
dc.contributor.authorMerdan, Mehmet
dc.contributor.authorBekiryazici, Zafer
dc.contributor.authorKesemen, Tulay
dc.contributor.authorKhaniyev, Tahir
dc.date.accessioned2026-10-22T10:23:37.599440765Z
dc.date.available2026-10-22T10:23:37.599440765Z
dc.date.issued2017
dc.description.abstractIn this study, a mathematical model of bacterial resistance considering the immune system response and antibiotic therapy is examined under random conditions. A random model consisting of random differential equations is obtained by using the existing deterministic model. Similarly, stochastic effect terms are added to the deterministic model to form a stochastic model consisting of stochastic differential equations. The results from the random and stochastic models are also compared with the results of the deterministic model to investigate the behavior of the model components under random conditions.
dc.identifier.articlenumber133
dc.identifier.doi10.1186/s13662-017-1191-5
dc.identifier.issn1687-1839
dc.identifier.issue1
dc.identifier.scopus2-s2.0-85019099909
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/gumushane/15134
dc.identifier.volume2017
dc.identifier.wosWOS:000403410800001
dc.language.isoen
dc.publisherSpringer Verlag
dc.relation.ispartofAdvances in Difference Equations
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectantibiotic resistance
dc.subjectEuler-Maruyama scheme
dc.subjectMilstein scheme
dc.subjectrandom differential equation
dc.subjectstochastic differential equation
dc.subject.classificationMathematics, Applied
dc.subject.classificationMathematics
dc.subject.otherANTIBIOTIC-RESISTANCE
dc.subject.otherMULTIPLE ANTIBIOTICS
dc.subject.otherDISCOVERY
dc.subject.otherHOSPITALS
dc.subject.otherVIRULENCE
dc.subject.otherDYNAMICS
dc.subject.otherDISEASE
dc.titleComparison of stochastic and random models for bacterial resistance
dc.typeArticle
dspace.entity.typePublication
rdl.citation.openalex25
rdl.citation.scopus25
rdl.citation.wos25
rdl.oa.statusgold
rdl.oa.urlhttps://advancesindifferenceequations.springeropen.com/track/pdf/10.1186/s13662-017-1191-5
rdl.sdgSDG03
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.wos.indexScience Citation Index Expanded (SCI-EXPANDED)