Kontrol Optimal untuk Model SIR Campak dengan Imunisasi Menggunakan Prinsip Minimum Pontryagin
DOI:
https://doi.org/10.24843/JMAT.2026.v16.i01.p197Keywords:
Measles, SIR model, Optimal control, Pontryagin’s Minimum PrincipleAbstract
Measles is a contagious disease that continues to affect a significant portion of the population, particularly infants and children. The disease can be prevented through immunization programs, including both basic and booster immunizations, which are part of government public health initiatives. This study aims to reduce the spread of measles while minimizing immunization costs by incorporating a control variable into the SIR (Susceptible–Infected–Recovered) model of disease transmission. The method employed is Pontryagin’s Minimum Principle to determine the optimal immunization strategy that is both effective and cost-efficient. The results indicate that the inclusion of an immunization control in the model significantly decreases the susceptible population and reduces the growth rate of the infected compartment. Furthermore, the recovered population increases more rapidly compared to the model without control. The proportion of the immunized population demonstrates that a more optimal control strategy leads to greater effectiveness in suppressing disease transmission. Therefore, the application of optimal control in the SIR model provides a valuable mathematical framework to support immunization policies for measles prevention and control.
References
[1] Kementerian Kesehatan Republik Indonesia, Profil Kesehatan Indonesia 2018. Jakarta, Indonesia: Kemenkes RI, 2019.
[2] D. N. Zen and D. R. Ramdani, “Hubungan tingkat pengetahuan ibu tentang imunisasi campak dengan ketercapaian imunisasi campak di wilayah kerja Puskesmas Cipaku Kabupaten Ciamis tahun 2020,” Jurnal Keperawatan Galuh, vol. 2, no. 2, pp. 53–60, 2020.
[3] S. Astuti and N. Baety, “Hubungan dukungan keluarga terhadap kepatuhan dalam pemberian imunisasi campak pada bayi di wilayah kerja Puskesmas Mpunda Kota Bima tahun 2024,” JKM-Bid, vol. 11, no. 1, pp. 1–6, 2024.
[4] N. Febriastuti, “Kepatuhan orang tua dalam pemberian kelengkapan imunisasi dasar pada bayi 4–11 bulan,” Procedia Manuf., vol. 1, no. 22, pp. 1–17, 2014.
[5] M. P. A. Gastanaduy et al., “Measles,” Centers for Disease Control and Prevention, [Online]. Available: https://www.cdc.gov/surv-manual/php/table-of-contents/chapter-7-measles.html. [Accessed: 21-Feb-2026].
[6] World Health Organization, Measles and Rubella Strategic Framework 2021–2030. Geneva, Switzerland: WHO, 2024. [Online]. Available: https://www.who.int/publications/i/item/measles-and-rubella-strategic-framework-2021-2030. [Accessed: 21-Feb-2026].
[7] Kementerian Kesehatan Republik Indonesia, Profil Kesehatan Indonesia 2023. Jakarta, Indonesia: Kemenkes RI, 2024.
[8] W. D. Sihotang, C. C. Simbolon, J. Hartiny, D. Tindaon, and L. P. Sinaga, “Analisis kestabilan model SEIR penyebaran penyakit campak dengan pengaruh imunisasi dan vaksin MR,” Jurnal Matematika, Statistika dan Komputasi, vol. 16, no. 1, p. 107, 2019, doi: 10.20956/jmsk.v16i1.6594.
[9] L. Hakim, “Strategi kontrol optimal model SIQR pada penyebaran penyakit campak,” Leibniz Journal of Mathematics, vol. 2, no. 2, pp. 65–76, 2022, doi: 10.59632/leibniz.v2i2.177.
[10] D. Suandi, “Analisis dinamik pada model penyebaran penyakit campak dengan pengaruh vaksin permanen,” Kubik: Jurnal Publikasi Ilmiah Matematika, vol. 2, no. 2, pp. 1–10, 2017, doi: 10.15575/kubik.v2i2.1854.
[11] A. M. Rohmah, S. A. Rohmaniah, and R. A. K. Saputra, “Model kontrol optimal SIR pada penyakit campak,” Unisda Journal of Mathematics and Computer Science, vol. 8, no. 1, pp. 67–74, 2022, doi: 10.52166/ujmc.v8i1.3226.
[12] A. N. Aziziah and Abadi, “Model SIR pada epidemi penyakit campak berdasarkan umur dengan pengaruh imunisasi,” Jurnal Ilmiah Matematika, vol. 3, no. 6, pp. 52–57, 2017.
[13] F. Brauer, C. C. Chavez, and Z. Feng, Mathematical Models in Epidemiology and Immunology. 2019. doi: 10.14708/ma.v28i42/01.1879.
[14] D. S. Naidu, Optimal Control Systems. Boca Raton, FL, USA: CRC Press, 2002, doi: 10.1515/9783110789737-005.
[15] Subiono, Sistem Linear dan Kontrol Optimal. Surabaya, Indonesia: ITS Press, 2013.
[16] S. Lenhart and J. T. Workman, Optimal Control Applied to Biological Models. Boca Raton, FL, USA: CRC Press, 2007, doi: 10.1201/9781420011418.
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