Tuberculosis model (TB);
Lyapunov function;
Caputo derivative;
Generalized mean value theorem;
Numerical results;
TUBERCULOSIS TRANSMISSION;
MATHEMATICAL-MODEL;
D O I:
10.1016/j.chaos.2018.09.001
中图分类号:
O1 [数学];
学科分类号:
0701 ;
070101 ;
摘要:
In this paper, we present a nonlinear fractional order model in the Caputo sense to explore and simulate the TB dynamics. Using the TB confirmed notified cases from the year 2002 to 2017 in Khyber Pakhtunkhwa, Pakistan, we estimate the model parameters and demonstrate that the proposed fractional model provides a good fit to the real data. Initially, we compute the basic reproduction number and the model equilibria. Then, the existence and uniqueness of the model are shown via generalized mean value theorem. Further, we explore the local and global stability of the disease free equilibria in fractional environment. Finally, numerical results are obtained in order to validate the importance of the arbitrary order derivative and theoretical results. We conclude that the fractional epidemic model is more generalized than the classical model, which give more information about the disease dynamics and give a good agreement to the real data of TB infection. (c) 2018Elsevier Ltd. All rights reserved.
机构:
Univ Med Sci, Sch Publ Hlth, Dept Epidemiol & Biostat, Ondo City, Ondo State, NigeriaUniv Med Sci, Sch Publ Hlth, Dept Epidemiol & Biostat, Ondo City, Ondo State, Nigeria
Peter, Olumuyiwa James
Oguntolu, Festus Abiodun
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机构:
Fed Univ Technol, Dept Math, Minna, Niger State, NigeriaUniv Med Sci, Sch Publ Hlth, Dept Epidemiol & Biostat, Ondo City, Ondo State, Nigeria
Oguntolu, Festus Abiodun
Ojo, Mayowa M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ South Africa, Dept Math Sci, Florida, South Africa
Thermo Fisher Sci, Microbiol Div, Lenexa, KS USAUniv Med Sci, Sch Publ Hlth, Dept Epidemiol & Biostat, Ondo City, Ondo State, Nigeria
Ojo, Mayowa M.
Oyeniyi, Abdulmumin Olayinka
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h-index: 0
机构:
African Inst Math Sci, POB 608, Limbe, CameroonUniv Med Sci, Sch Publ Hlth, Dept Epidemiol & Biostat, Ondo City, Ondo State, Nigeria
Oyeniyi, Abdulmumin Olayinka
Jan, Rashid
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h-index: 0
机构:
Univ Swabi, Dept Math, Swabi, Kpk, PakistanUniv Med Sci, Sch Publ Hlth, Dept Epidemiol & Biostat, Ondo City, Ondo State, Nigeria
Jan, Rashid
Khan, Ilyas
论文数: 0引用数: 0
h-index: 0
机构:
Al Zulfi Majmaah Univ, Coll Sci, Dept Math, Al Majmaah 11952, Saudi ArabiaUniv Med Sci, Sch Publ Hlth, Dept Epidemiol & Biostat, Ondo City, Ondo State, Nigeria
机构:
King Abdulaziz Univ, Dept Math, Fac Sci, POB 80203, Jeddah 21589, Saudi ArabiaKing Abdulaziz Univ, Dept Math, Fac Sci, POB 80203, Jeddah 21589, Saudi Arabia
Elaiw, A. M.
Almalki, S. E.
论文数: 0引用数: 0
h-index: 0
机构:
King Abdulaziz Univ, Dept Math, Fac Sci, POB 80203, Jeddah 21589, Saudi ArabiaKing Abdulaziz Univ, Dept Math, Fac Sci, POB 80203, Jeddah 21589, Saudi Arabia
Almalki, S. E.
Hobiny, A. D.
论文数: 0引用数: 0
h-index: 0
机构:
King Abdulaziz Univ, Dept Math, Fac Sci, POB 80203, Jeddah 21589, Saudi ArabiaKing Abdulaziz Univ, Dept Math, Fac Sci, POB 80203, Jeddah 21589, Saudi Arabia
机构:
Univ Med Sci, Sch Publ Hlth, Dept Epidemiol & Biostat, Ondo City, Ondo State, NigeriaUniv Med Sci, Sch Publ Hlth, Dept Epidemiol & Biostat, Ondo City, Ondo State, Nigeria
Peter, Olumuyiwa James
Oguntolu, Festus Abiodun
论文数: 0引用数: 0
h-index: 0
机构:
Fed Univ Technol, Dept Math, Minna, Niger State, NigeriaUniv Med Sci, Sch Publ Hlth, Dept Epidemiol & Biostat, Ondo City, Ondo State, Nigeria
Oguntolu, Festus Abiodun
Ojo, Mayowa M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ South Africa, Dept Math Sci, Florida, South Africa
Thermo Fisher Sci, Microbiol Div, Lenexa, KS USAUniv Med Sci, Sch Publ Hlth, Dept Epidemiol & Biostat, Ondo City, Ondo State, Nigeria
Ojo, Mayowa M.
Oyeniyi, Abdulmumin Olayinka
论文数: 0引用数: 0
h-index: 0
机构:
African Inst Math Sci, POB 608, Limbe, CameroonUniv Med Sci, Sch Publ Hlth, Dept Epidemiol & Biostat, Ondo City, Ondo State, Nigeria
Oyeniyi, Abdulmumin Olayinka
Jan, Rashid
论文数: 0引用数: 0
h-index: 0
机构:
Univ Swabi, Dept Math, Swabi, Kpk, PakistanUniv Med Sci, Sch Publ Hlth, Dept Epidemiol & Biostat, Ondo City, Ondo State, Nigeria
Jan, Rashid
Khan, Ilyas
论文数: 0引用数: 0
h-index: 0
机构:
Al Zulfi Majmaah Univ, Coll Sci, Dept Math, Al Majmaah 11952, Saudi ArabiaUniv Med Sci, Sch Publ Hlth, Dept Epidemiol & Biostat, Ondo City, Ondo State, Nigeria
机构:
King Abdulaziz Univ, Dept Math, Fac Sci, POB 80203, Jeddah 21589, Saudi ArabiaKing Abdulaziz Univ, Dept Math, Fac Sci, POB 80203, Jeddah 21589, Saudi Arabia
Elaiw, A. M.
Almalki, S. E.
论文数: 0引用数: 0
h-index: 0
机构:
King Abdulaziz Univ, Dept Math, Fac Sci, POB 80203, Jeddah 21589, Saudi ArabiaKing Abdulaziz Univ, Dept Math, Fac Sci, POB 80203, Jeddah 21589, Saudi Arabia
Almalki, S. E.
Hobiny, A. D.
论文数: 0引用数: 0
h-index: 0
机构:
King Abdulaziz Univ, Dept Math, Fac Sci, POB 80203, Jeddah 21589, Saudi ArabiaKing Abdulaziz Univ, Dept Math, Fac Sci, POB 80203, Jeddah 21589, Saudi Arabia