INTEGRASI ALJABAR LINEAR DAN KALKULUS II MELALUI APLIKASI DIAGONALISASI MATRIKS PADA DERET PANGKAT
DOI: https://doi.org/10.30605/2htk4v90
Deret Pangkat, Diagonalisasi Matriks, Fungsi Matriks, Pembelajaran Terintegrasi, Sintesis Literatur.
Abstract
Pembelajaran matematika di perguruan tinggi pada umumnya disajikan secara terpisah antar mata kuliah seperti Aljabar Linear dan Kalkulus II. Hal ini cenderung menyebabkan mahasiswa mengalami kesulitan dalam memahami keterhubungan antarkonsep, khususnya ketika mempelajari fungsi matriks yang direpresentasikan melalui deret pangkat. Dalam Aljabar Linear, konsep diagonalisasi matriks secara teoritis mampu menyederhanakan perhitungan deret pangkat matriks yang banyak dibahas dalam Kalkulus II. Namun demikian, pemanfaatan diagonalisasi matriks sebagai jembatan integrasi kedua mata kuliah tersebut masih jarang dibahas secara sistematis dalam literatur pembelajaran matematika. Penelitian ini bertujuan menganalisis integrasi konseptual kedua materi tersebut melalui metode Systematic Literature Review (SLR) berstandar PRISMA terhadap 21 artikel terpilih. Hasil penelitian menunjukkan bahwa letak masalah utamanya bukan pada materi masing-masing, melainkan pada pemisahan kurikulum dan tingginya beban kognitif mahasiswa sewaktu berpindah topik. Sebagai solusinya, dirumuskan skema integrasi empat langkah: menyusun matriks, menyederhanakan bentuknya, menerapkan fungsi deret, kemudian menginterpretasikan hasilnya. Seluruh proses ini dihubungkan oleh satu rumus utama, Ak = PDkP-1. Selain terbukti jauh lebih cepat dan akurat daripada hitungan manual, temuan ini juga menggeser fungsi diagonalisasi dari sekadar alat hitung menjadi jembatan kurikuler yang menghasilkan model sintesis konseptual sebagai rujukan penyusunan materi terintegrasi tanpa menambah beban SKS.
Downloads
References
Andika, D., Prihandono, B., & Fran, F. (2024). Eksponensial matriks Fibonacci. Buletin Ilmiah Matematika, Statistika dan Terapannya (BIMASTER), 13(2), 209–218. https://doi.org/10.26418/bbimst.v13i2.77000
Bader, P., Blanes, S., & Casas, F. (2019). Computing the matrix exponential with an optimized Taylor polynomial approximation. Mathematics, 7(12), 1174. https://doi.org/10.3390/math7121174
Caratelli, D., & Ricci, P. E. (2022). Logarithm of a non-singular complex matrix via the Dunford–Taylor integral. Axioms, 11(2), 51. https://doi.org/10.3390/axioms11020051
Dalimunthe, S. Z. (2025). Analysis of students’ conceptual difficulties in learning linear algebra in higher education. International Journal of Science and Environment, 6(1). https://doi.org/10.51601/ijse.v6i1.329
Defez, E., Ibáñez, J., Sastre, J., Peinado, J., & Ruiz, P. (2018). A new efficient and accurate spline algorithm for the matrix exponential computation. Journal of Computational and Applied Mathematics, 337, 354–365. https://doi.org/10.1016/j.cam.2017.11.029
Ferryansyah, Widyawati, E., & Rahayu, S. W. (2018). The analysis of students’ difficulty in learning linear algebra. Journal of Physics: Conference Series, 1028(1), 012152. https://doi.org/10.1088/1742-6596/1028/1/012152
Harel, G. (2025). Promoting linear algebraic reasoning among students. PRIMUS,. https://doi.org/10.1080/10511970.2024.2327325
Ibáñez, J., Sastre, J., Ruiz, P., Alonso, J. M., & Defez, E. (2021). An improved Taylor algorithm for computing the matrix logarithm. Mathematics, 9(17), 2018. https://doi.org/10.3390/math9172018
Kaiser, N. (2024). Solving the matrix exponential function for special orthogonal groups SO(n) up to n = 9 and the exceptional Lie group G₂. Mathematics, 12(1), 97. https://doi.org/10.3390/math12010097
Karjanto, N. (2023). Investigating difficulties and enhancing understanding in linear algebra: Leveraging SageMath and ChatGPT for (orthogonal) diagonalization and singular value decomposition. Mathematical Biosciences and Engineering, 20(9). https://doi.org/10.3934/mbe.2023738
Kouki, R., & Griffiths, B. J. (2020). Introducing Taylor series and local approximations using a historical and semiotic approach. International Electronic Journal of Mathematics Education, 15(2), em0574. https://doi.org/10.29333/iejme/6293
Locia-Espinoza, E., Morales-Carballo, A., & Merino-Cruz, H. (2020). Taylor’s formula, limited development, and development of power series. International Electronic Journal of Mathematics Education, 15(3), em0592. https://doi.org/10.29333/iejme/7852
Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., … Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. BMJ, 372, n71. https://doi.org/10.1136/bmj.n71
Petkov, P. H. (2023). Jordan–Schur algorithms for computing the matrix exponential. International Journal of Mathematics and Mathematical Sciences, 2023, 4908185. https://doi.org/10.1155/2023/4908185
Piroi, M., & Arzarello, F. (2024). Students’ difficulties with eigenvalues and eigenvectors: An exploratory study. Italian Journal of Pure and Applied Mathematics, (52), 153–168. https://ijpam.uniud.it/online_issue/202452/13%20Piroi-Arzarello.pdf
Radmehr, F. (2025). Learning eigenvalues and eigenvectors with online YouTube resources. PRIMUS, https://doi.org/10.1080/10511970.2024.2327330
Saragih, D., Fran, F., & Kusumastuti, N. (2024). Sifat-sifat matriks eksponensial. AKSIOMA: Jurnal Matematika dan Pendidikan Matematika, 15(1), 93–104. https://doi.org/10.26877/aks.v15i1.16741
Sastre, J. (2017). Efficient evaluation of matrix polynomials. Linear Algebra and its Applications, 539, 229–250. https://doi.org/10.1016/j.laa.2017.11.010
Stiefenhofer, M. (2025). Diagonalization of operator functions by algebraic methods. Linear Algebra and its Applications, 725, 319–354. https://doi.org/10.1016/j.laa.2025.07.013
Tatira, B. (2021). Mathematics education students’ understanding of binomial series expansion based on APOS theory. EURASIA Journal of Mathematics, Science and Technology Education, 17(12), em2044. https://doi.org/10.29333/ejmste/11287
Tokgöz, E., Tekalp, E. N., Tekalp, S. B., & Tekalp, H. A. (2021). Undergraduate STEM students’ comprehension of function series and related calculus concepts. ASEE Annual Conference & Exposition Proceedings. https://doi.org/10.18260/1-2–37950
Ulfa, A. M., Nisfulaila, I., & Jauhari, M. N. (2025). Aplikasi diagonalisasi matriks dalam penyelesaian sistem persamaan diferensial biasa orde satu. Jurnal Riset Mahasiswa Matematika, 5(2), 89–101. https://doi.org/10.18860/jrmm.v5i2.34798
van Eck, N. J., & Waltman, L. (2010). Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84(2), 523–538. https://doi.org/10.1007/s11192-009-0146-3
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Purnama Raya Akbar, Taufikurrahman, Robiatul Witari Wilda

This work is licensed under a Creative Commons Attribution 4.0 International License.
In submitting the manuscript to the journal, the authors certify that:
- They are authorized by their co-authors to enter into these arrangements.
- The work described has not been formally published before, except in the form of an abstract or as part of a published lecture, review, thesis, or overlay journal.
- That it is not under consideration for publication elsewhere,
- That its publication has been approved by all the author(s) and by the responsible authorities – tacitly or explicitly – of the institutes where the work has been carried out.
- They secure the right to reproduce any material that has already been published or copyrighted elsewhere.
- They agree to the following license and copyright agreement.
License and Copyright Agreement
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under Creative Commons Attribution License (CC BY 4.0) that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work.













