Comparison of stochastic and random models for bacterial resistance
MakaleAçık Erişim
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 adresTam Kayıt
| Alan | Değer | Dil |
|---|---|---|
| dc.contributor.author | Merdan, Mehmet | |
| dc.contributor.author | Bekiryazici, Zafer | |
| dc.contributor.author | Kesemen, Tulay | |
| dc.contributor.author | Khaniyev, Tahir | |
| dc.date.accessioned | 2026-10-22T10:23:37.599440765Z | |
| dc.date.available | 2026-10-22T10:23:37.599440765Z | |
| dc.date.issued | 2017 | |
| dc.description.abstract | 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. | |
| dc.identifier.articlenumber | 133 | |
| dc.identifier.doi | 10.1186/s13662-017-1191-5 | |
| dc.identifier.issn | 1687-1839 | |
| dc.identifier.issue | 1 | |
| dc.identifier.scopus | 2-s2.0-85019099909 | |
| dc.identifier.uri | https://rdlopen.rawdatalibrary.net/r/gumushane/15134 | |
| dc.identifier.volume | 2017 | |
| dc.identifier.wos | WOS:000403410800001 | |
| dc.language.iso | en | |
| dc.publisher | Springer Verlag | |
| dc.relation.ispartof | Advances in Difference Equations | |
| dc.rights | info:eu-repo/semantics/openAccess | |
| dc.subject | antibiotic resistance | |
| dc.subject | Euler-Maruyama scheme | |
| dc.subject | Milstein scheme | |
| dc.subject | random differential equation | |
| dc.subject | stochastic differential equation | |
| dc.subject.classification | Mathematics, Applied | |
| dc.subject.classification | Mathematics | |
| dc.subject.other | ANTIBIOTIC-RESISTANCE | |
| dc.subject.other | MULTIPLE ANTIBIOTICS | |
| dc.subject.other | DISCOVERY | |
| dc.subject.other | HOSPITALS | |
| dc.subject.other | VIRULENCE | |
| dc.subject.other | DYNAMICS | |
| dc.subject.other | DISEASE | |
| dc.title | Comparison of stochastic and random models for bacterial resistance | |
| dc.type | Article | |
| dspace.entity.type | Publication | |
| rdl.citation.openalex | 25 | |
| rdl.citation.scopus | 25 | |
| rdl.citation.wos | 25 | |
| rdl.oa.status | gold | |
| rdl.oa.url | https://advancesindifferenceequations.springeropen.com/track/pdf/10.1186/s13662-017-1191-5 | |
| rdl.sdg | SDG03 | |
| rdl.source.index | SCOPUS | |
| rdl.source.index | WOS | |
| rdl.wos.index | Science Citation Index Expanded (SCI-EXPANDED) |

