Hi, I’m Yoga

Avatar

I Work

Prayoga Yudha Pamungkas is a Faculty Member of Industrial Engineering at BINUS University. He has authored resarch articles on Discrete Optimization in Supply Chain, utilizing Computational Intelligence including bio inspired, human inspired, physics inspired, and swarm inspired computing. Aiming to pivot into quantum computing & its algorithm soon.

Education

Work
Experiences

Research Grants

  1. BINUS Junior Research Grant (PPB 2026). Optimization of Seaport Logistics Operation using Metaheuristics. [Leader]

  2. BINUS Junior Research Grant (PPB 2026). Dashboard System for Routing Optimization of E-Waste Collection in Smart Reverse Logistics. [Member of Lathiifah Thawafani]

  3. BINUS Junior Research Grant (PPB 2026). SIPANDA (Sistem Integrasi Peringatan Dini Adaptif): An Adaptive Machine Learning and Dashboard Implementation for Rainfall-Based Flood Early Prediction in Semarang City. [Member of Prabowo Wahyu Sudarno]

  4. BINUS Junior Research Grant (PPB 2025). EV-based Logistics Optimization using Metaheuristics. [Leader]

  5. BINUS Junior Research Grant (PPB 2025). Audio Sentiment Analysis in Indonesian: A Case Study on the IndoWaveSentiment Dataset for Emotion Classification. [Member of M. Rizki Nur Majiid]

Research Articles

  1. Prayoga Yudha Pamungkas, Nur Mayke Eka Normasari, Angga Akbar Fanani, Modified Gorilla Troops Optimizer with Elite Opposition-based Learning and Tangent Flight Operator to Solve Traveling Salesman Problem, Journal of Intelligent & Fuzzy System 50.3 (2026):771-787. [Scopus - Q1]

  2. Roikhanatun Nafi'ah, Adhe Lingga Dewi, Vincentius Jessen Phoanata, Prayoga Yudha Pamungkas, Dimas Elang Setyoko, Dian Martha Nurrul Amanah. Application of Machine Learning to Predict Shrimp Pond Productivity Based on Farmer Characteristics: Study Case Indonesia. The 8th International Conference on Biospheric Harmony Advanced Research (ICOBAR 2026). February 5-6, 2026. Jakarta, Indonesia. [Scopus Conference]

  3. Vincentius Jessen Phoanata, Prayoga Yudha Pamungkas, Jonathan Limsanto. Zebra Optimization Algorithm for Solving Traveling Salesman Problem. The 4th International Conference on Digital Transformation and Applications (ICDXA 2025). October 30-31, 2025. Semarang, Indonesia. [Scopus Conference]

  4. Muhammad Rizki Nur Majiid, Karli Eka Setiawan, Prayoga Yudha Pamungkas, Taufiq Annas, Nicholas Lorenzo Setiawan. Comparative Evaluation of Machine Learning and Deep Learning Models for Indonesian Speech Emotion Recognition Using the IndoWaveSentiment Dataset. The 4th International Conference on Digital Transformation and Applications (ICDXA 2025). October 30-31, 2025. Semarang, Indonesia. [Scopus Conference]

  5. Prayoga Yudha Pamungkas, Modified Sailfish Optimizer with Opposition Based Learning to Optimize Traveling Salesman Problem, International Journal of Engineering Trends and Technology 73.8 (2025). [Scopus - Q3]

  6. Zakariya Arif Fikriyadi, Hermawan Febriansyah, Roikhanatun Nafi'ah, Dannya Putri Maharani, Prayoga Yudha Pamungkas. Life Cycle Assessment of a Grid Connected PV Battery System for Shrimp Aquaculture. The 9th International Conference on Eco Engineering Development (ICEED 2025). August 27-28, 2025. Alam Sutera, Indonesia. [Scopus Conference] - Co-authored publication with BRIN (National Research and Innovation Agency of Indonesia)

  7. Prayoga Yudha Pamungkas, Roikhanatun Nafi'ah, Canggih Gelar Setyo Adhi, Yustinus Wahyu Surya Adityatama, Tenaya Maula Prabhaswarajnana, Kevin Jeo. EV-based Logistics Optimization using Aritificial Rabbit Optimization. The 9th International Conference on Eco Engineering Development (ICEED 2025). August 27-28, 2025. Alam Sutera, Indonesia. [Scopus Conference]

  8. Victor Ong, Sabila Akna Rohmawati, Kumara Dharaka, Prayoga Yudha Pamungkas. Sustainable Logistics and Waste Reduction in Furniture Manufacturing: A Lean Manufacturing Approach. The 7th International Conference on Biospheric Harmony Advanced Research (ICOBAR 2025). August 23-24, 2025. Alam Sutera, Indonesia. [Scopus Conference]

  9. Muhammad Rizki Nur Majiid, Karli Eka Setiawan, Prayoga Yudha Pamungkas, Taufiq Annas, Nicholas Lorenzo Setiawan, Advancing Indonesian Audio Emotion Classification: A Comparative Study Using IndoWaveSentiment, Engineering, MAthematics and Computer Science (EMACS) Journal 7.2 (2025):209-214. [Sinta 4]

  10. Prayoga Yudha Pamungkas, Umi Latifah, Roikhanatun Nafi'ah, Forensic-Based Investigation Optimization to Solving Traveling Salesman Problem, Jurnal Tekno 22.1 (2025). [Sinta 6]

  11. Prayoga Yudha Pamungkas, Umi Latifah. Brown Bear Optimization Algorithm to Solve Traveling Salesman Problem. The 9th International Conference on Science and Technology (ICST 2024). November 14, 2024. Lombok, Indonesia. [Scopus Conference]

  12. Yustinus Wahyu Surya Adityatama, Eliza Okta Viyanti, Dyah Ari Cahyaningrum, Prayoga Yudha Pamungkas. Artificial Rabbits Optimization for Traveling Salesman Problem. The 4th International Conference on Technology, Informatics, and Engineering (ICon-TINE 2024). October 9-10, 2024. Malang, Indonesia. [Scopus Conference]

  13. Prayoga Yudha Pamungkas, Rifdah Zahabiyah, Nadiah Ghina Shabrina, Electric Vehicle Routing Problem using Adaptive Simulated Annealing, Journal of Engineering & Management in Industrial System 11.1 (2023):35-45. [Sinta 2]

  14. Prayoga Yudha Pamungkas, Nur Mayke Eka Normasari. Algoritma Spotted Hyena Optimizer pada Capacitated Vehicle Routing Problem. Proceedings of the Seminar Nasional Sains dan Teknologi Terapan X. October 15, 2022. Surabaya, Indonesia. [Best Paper Award]

  15. Prayoga Yudha Pamungkas, Indah Puspa Murni, Zakiyyan Zain Alkaf, Dwi Megah Purnamasari. Analisis Kelayakan Usaha di Masa Pandemi Covid-19. Proceedings of the Seminar Nasional Teknik Industri UGM (SeNTI). September 23, 2021, Yogyakarta, Indonesia.

  16. Prayoga Yudha Pamungkas, Arif Rahman, Perancangan E-Commerce Berdasarkan Kebutuhan Transaksi Online pada Kerajinan Rotan Menerapkan Woocommerce dan Payment Gateway, Jurnal Rekayasa & Manajemen Sistem Industri 7.5 (2019):82-92.

Reviewer

  1. The 9th International Conference on Eco Engineering Development (ICEED 2025), August 27-28, 2025, Alam Sutera, Indonesia
  2. The 8th International Conference on Eco Engineering Development (ICEED 2024), November 6-7, 2024, Semarang, Indonesia.

Intellectual Property

  1. 2025 - Video Copyright - EV-based Logistics Optimization using Metaheuristics
  2. 2025 - Video Copyright - Modes of Transportation
  3. 2024 - Video Copyright - Data Warehouse Architecture

Teaching

Course Creation

  1. 2026 - ISYE6344037 Digital Logistics Management - Binus Online
  2. 2025 - ISYE6314054 Database & Warehouse System (Rev. AI) - Industrial Engineering
  3. 2025 - ISYE6315054 Data Science: Machine Learning (Rev. AI) - Industrial Engineering
  4. 2025 - COMP6958054 Introduction to Programming - Industrial Engineering
  5. 2024 - ISYE6321054 Supply Chain and Simulation - Industrial Engineering
  6. 2024 - ISYE6314054 Database & Warehouse System - Industrial Engineering

fight against the ugliness.