Open Access
Computer & Communication Science
Abstract
Stochastic Gradient Descent (SGD) is one of the commonly used optimizers in deep learning. Therefore, in this work, we modify stochastic gradient descent (SGD) by adding a fixed variable. We will then look at the differences between standard stochastic gradient descent (SGD) and stochastic gradient descent (SGD) with additional variables. The phases performed in this study were: (1) optimization analysis, (2) fix design, (3) fix implementation, (4) fix test, (5) reporting. The results of this study aim to show the additional impact of fixed variables on the performance of stochastic gradient descent (SGD).
Article Details
How to Cite
Citation FormatHartono, A. T. N., & Purnomo, H. D. (2023). Pengembangan Stochastic Gradient Descent dengan Penambahan Variabel Tetap. Jurnal JTIK (Jurnal Teknologi Informasi Dan Komunikasi), 7(3), 359-367. https://doi.org/10.35870/jtik.v7i3.840
References
3 References- Dahria, M., 2008. Kecerdasan Buatan (Artificial Intelligence). Jurnal Saintikom, 5(2), pp.185-197.
- Giri, S., 2020. Writing Custom Optimizer in TensorFlow Keras API, https://cloudxlab.com/blog/writing-custom-optimizer-in-tensorflow-and-keras/ [Accessed at 28 Oktober 2021].
- Wright, L. and Demeure, N., 2021. Ranger21: a synergistic deep learning optimizer. arXiv preprint arXiv:2106.13731.
License
Copyright (c) 2023 Adimas Tristan Nagara Hartono, Hindriyanto Dwi Purnomo
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
This is an open-access journal distributed under the Creative Commons Attribution 4.0 International License (CC BY 4.0), which permits unrestricted use, distribution, reproduction, and adaptation in any medium (even commercially), provided appropriate credit is given to the original author(s), a link to the license is provided, and any changes made are indicated. Authors retain copyright without restrictions and grant the journal the right of first publication as well as non-exclusive publishing rights for archiving, indexing, and scholarly dissemination.
Downloads
OJS UsageStats Plugin
Download data is not yet available.
Similar Articles
- Pengujian Perfoma UUID Sebagai Primary Key Pada Database PostgreSQL Dan MongoDB Muhamad Kamal Shamlan, Sri Winarso Martyas Edi · Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) · Vol. 9 No. 4 (2025): OCTOBER-DECEMBER 2025
- Sistem Pendukung Keputusan untuk Penilaian Kinerja Pegawai menggunakan Metode AHP dan COPRAS Adi Tri Cahyono, Setyawan Wibisono · Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) · Vol. 8 No. 1 (2024): JANUARY-MARCH 2024
- Optimasi Jaringan Sensor Nirkabel untuk Monitoring Suhu dan Kelembaban Yuma Akbar, Ikhsan Abror · Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) · Vol. 9 No. 1 (2025): JANUARY-MARCH 2025
- Network Load Performance Monitoring pada Laboratorium Multimedia Santi Septiyani, Fatoni Fatoni · Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) · Vol. 10 No. 3 (2026): JULY 2026
- Sentimen Analisis Masyarakat Indonesia di Twitter Terkait Metaverse dengan Algoritma Support Vector Machine Ali Ahmad, Windu Gata · Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) · Vol. 6 No. 4 (2022): OCTOBER-DECEMBER 2022
You may also start an advanced similarity search for this article.
Most read articles by the same author(s)
- Pengembangan Sistem Antrian Web Real-Time Menggunakan CodeIgniter 3 dan WebSocket pada Layanan Kasir Perusahaan Manufaktur Eugene Tanuwijaya, Hindriyanto Dwi Purnomo · Vol. 11 No. 1 (2027): JANUARY
- Deteksi Cacat pada Isolasi Trafo Secara Visual menggunakan Algoritma Convolutional Neural Network (CNN) Alfendio Alif Faudisyah, Kristoko Dwi Hartomo, Hindriyanto Dwi Purnomo · Vol. 7 No. 4 (2023): OCTOBER-DECEMBER 2023
- Perancangan Aplikasi untuk Tes Diagnosis Gangguan Komunikasi (Afasia) Danu Satria Wiratama, Hindriyanto Dwi Purnomo · Vol. 7 No. 2 (2023): APRIL-JUNE 2023
- Implementasi Algoritma K-Means untuk Pengelompokkan Lama Sembuh Pasien Covid-19 Nadya Octavianna Lompoliuw, Hindriyanto Dwi Purnomo · Vol. 7 No. 2 (2023): APRIL-JUNE 2023
- Analisis Risiko Pinjaman dengan Metode Support Vector Machine, Artificial Neural Network dan Naïve Bayes Bandung Pernama, Hindriyanto Dwi Purnomo · Vol. 7 No. 1 (2023): JANUARY-MARCH 2023
Contrimetric