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All Journal Jurnal Teknologi Industri Pertanian J@TI (TEKNIK INDUSTRI) Jurnal Teknik Journal of Engineering and Management in Industrial System Jurnal Ilmiah Teknik Industri OPERATION EXCELLENCE: Journal of Applied Industrial Engineering Jurnal Teknik Industri: Jurnal Keilmuan dan Aplikasi Teknik Industri JMM (Jurnal Masyarakat Mandiri) JURNAL REKAYASA SISTEM INDUSTRI International Journal of Supply Chain Management ComTech: Computer, Mathematics and Engineering Applications Journal of Engineering and Scientific Research (JESR) Jurnal Optimalisasi Jurnal Mekanova : Mekanikal, Inovasi dan Teknologi Jurnal Rekayasa Lingkungan Teknosains : Jurnal Sains,Teknologi dan Informatika Jurnal Jaring SainTek Journal Industrial Manufacturing ETNIK : Jurnal Ekonomi dan Teknik Journal of Engineering Environtmental Energy and Science Blend Sains Jurnal Teknik ZAHRA: JOURNAL OF HEALTH AND MEDICAL RESEARCH JURNAL TEKNIK INDUSTRI JEBIMAN: Jurnal Ekonomi, Bisnis, Manajemen dan Akuntansi Jurnal Salome: Multidisipliner Keilmuan JK Jurnal Kesehatan Proceeding Mercu Buana Conference on Industrial Engineering HUMANITIS : Jurnal Humaniora, Sosial dan Bisnis Scientica: Jurnal Ilmiah Sains dan Teknologi Jurnal Ekonomi dan Bisnis Kohesi: Jurnal Sains dan Teknologi Jurnal Ilmiah Mahasiswa Sistem Informasi dan Komputer Akuntansi (JIMASIKA) Nusantara Journal of Multidisciplinary Science Jurnal Inovasi Global
Paduloh Paduloh
Fakutas Teknik, Jurusan Teknik Industri, Universitas Bhayangkara Jakarta Raya
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Journal : ComTech: Computer, Mathematics and Engineering Applications

 1 
A Robust Optimizing Reverse Logistics Model for Beef Products Using Multi Depot Vehicle Routing Problem Paduloh Paduloh; Taufik Djatna
ComTech: Computer, Mathematics and Engineering Applications Vol. 14 No. 1 (2023): ComTech
Publisher : Bina Nusantara University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21512/comtech.v14i1.8397

Abstract

Beef is a perishable product and requires special handling. Demand for beef also fluctuates quite high and is heavily influenced by various religious events and traditions in Indonesia. Under these conditions, for various reasons, beef products are returned from customers to distributors. An increase in the number of products returned from customers leads to high costs and the risk of product damage. The research created an optimization model for product distribution and product recall from customers with minimal costs and risks. The research applied a clustering method using the Density-Based Spatial Clustering (DBSCAN) algorithm to determine the density of customers’ locations and the number of orders. Optimization of distance and distribution and withdrawal costs applied Multi Depot Vehicle Routing Problem (MDVRP) and Mixed Integer Linear Programming (MILP) mathematical modeling. The results indicate three customer clusters with one noise, with the most potential customers in cluster 1. From this condition, product delivery optimization is based on the distance and number of shipments from the two central warehouses. Optimization uses of MDVRP and MILP to model and make company-owned trucks more profitable at high rental truck replacement costs. The research produces a robust model for changes in the truck number and capacity based on sensitivity analysis.
Co-Authors Abbas Adika, Muhammad Abdul Nasar Abdul Ustari Abi Fadilah Abi Maulana Sugiartono Abil Rifai Abizard Haykal Achmad Firdias I Achmad Mahardika Dwi Anda Putra Prasetio Achmad Yasril Adham firmansyah Adimas Lizaldi Rafli Aditia Fajar D Aditya Nugroho, Angga Adli lesmana Agung Listianto Ahmad Septian Aji Dewa Abdullah Akbar Adjie Pratama Al Gifari Abdullah, Qeis Al Habib Galih Siswoyo Aldy Putra Puji Siswoko Alfahtina, Muhamad Galih Alfin Prahadi, Muhammad Alvaro Farrell Wijaya Alwi Sihab Alwi Zidan Ammar Wildan Andhika Rifqy Andi Setiawan Andi Setiawan Andien Putri Aullia Andika Maulana Andre Satrio Trihantono Angga Aditya Nugroho Angga Wicaksana Anggito Abimanyu Anggun Nur Azizah Arief Budiman Arif Bentar Suganda Heriyanto Ario Muhammad Ikhsan Arista Binarsih Armando, Yosi Aron Micael Tambunan Arya Hadid Pangestu Arya Permana Sadewa Awaludin Fahriyansyah Bagus Oktavian Banly Aguchino Benaya Zaqi Sumantri Bintang Pramudya Christian Tomi Adji Cindy Sulistiawati Daffa Habibie Sumantry Daffa Maulana Asviara Danang Dhivari Davanosha Ayuta Putra Denny Wibisono Deny Wibisono Desi Annisa Fadilah Dhandy Hendra Pratama Dhian Ibrah Prayogo Dias Cahya Saputra Difa Assallam Rizky Maulana Dimas Fadli Devani Dinda Mefia Dwi Hardiyana Saputra Dyani Kalyana Mitta Edy Waluyo Ega Fauzi, Dwiali Ega Jerilian Erlandi Putra Tri Adira Erliza Hambali Erwan Naibaho Fachry Abda El Rahman Fadilah, Abi Fadzell Auraffa Ahmad Faiq Rizqi Setiawan Fajar Dwi Aryan Saputra Fajar Muhammad Fakhri Nur Faishal Farel Athaya Yulian Farell Muhammad Dava Fariz Dinata Faridhi Farrel Ihsan Aditya Fathan Abdullah Putranto Fiorenza Vania Seubelan Fiqih Assidiq Ramadhan Firmansyah, Rafli Nur Frans Destri Bintang S Galih Ahmad Zaidan Galih Haikal Pratama Gilang Adel Kuswara Gilang Ramadhan Gilang Risyadhi Gufron Fauzan Hadid Pangestu, Arya Hagi Vander Khan Hanifsa Putra Hauzan Abbad Muzakki Hawa Minriyadhil Jannah Helena Sitorus, Helena Hidayat Humiras Hardi Purba Ifnu Nur Hidayat Ilham Cahya Nugraha Iqbal Apriza Iqbal Naufal Irfan Nur Arif Iskandar Zulkarnaen iskandar zulkarnaen Iskandar Zulkarnaen Jasan Supratman Jayawarsa, A.A. Ketut Jovanka Alif Wiyata Kelvin Setyawan Khoirul Hidayat Kholid Darwinto M. Afnan Fadilah M. Fadli Pratama M. Idrus Satria Malita Aveline Mario Bintang Saputra Martono Martono Martua Nehemia Sebastian Mayana, Tiswy Michael Saputra Sembiring Mochammad Rifan Arkaan Mohammad Zainal Mustofa Monifa Geraldin Tambunan Muhamad Arkan Deni Friansiah Muhamad Fadillah Muhamad Ikhtiar Raihan Ismail Muhamad Rifqi Muhamad Rizki Aditia MUHAMMAD ARIFIN Muhammad Daffa Muhammad Dhani Al Farizhi Muhammad Farikh Hidayat Julio Muhammad Fawwaz Izza Muhammad ferdiansyah dwi rizky Muhammad Ibnu Dwi Rizaldy Muhammad Irsyaad Athoilah Muhammad Khairil Ihsan Muhammad Luthfi Muhammad Maulana Ilham Muhammad Naufal Ramadhan Muhammad Nur Hidayat Muhammad Rihan Alfiyanto Muhammad Sadam Chairul Ichwan Muhammad Syahrul Romadhon Muhammad Teguh Andriansyah Muhendra, Rifki Mukti, Ayub Trisna Murhaban Muslich . Muslich Muslich Muslich Muslich, Muslich Nabilatusolihah, N Najwa Nayra Aulia Nasywa Shafa Azzahra Naufal Nugraha Nur Azizah, Anggun Nurwijayanti Prasetyo, Nanda Bayu Prasetyo, Ridwan Pujo Iswahyudi Purnomo, Rakhmat Puspaningrum, Yunita Putra Bagus Putra Bagus Nugroho Qeis Al Gifari Abdullah Qoidar Al Uzhma Raffary Aqilla Rahman, Taufik Abdul rahmat fauzan Raihan Gading Rabbani Raihan Lutfan Kariswandana Raihan Nuraditya Pratama Rakhmat Purnomo Rangga Bayu Ramadhan Ratih kumalasari Rendy Rusdiyanto Rian Padkur Rohman Ribi Anggraini Ridwan Prasetyo Rifda Ilahy Rosihan Rifda Ilahy Rosihan Rifda Ilahy Rosihan Rifki Muhendra4 Muhendra Rifky Tri Nugroho Rijal Anjani Rivaldi Rasqi Al Zahabi Rizki Nur Wakhid Rizky Arya S Rizky Firmansyah Rizky, Adrian Rizqy Riansyah Rosikin Agus Priandana Ruiz Anggie Ryuken Sabni Gilang Permana Sahrul Juniar Arfan Salsabila, Annisa Ayu Saputra, Raka Rossian Satria Wahyu Pradana Septian Yofinaldi Setiyawan, Alan Siswoyo, Al Habib Galih Sofyan Fajar Maulana Solihin Solihin Solihin Suci Trisa Kartika Sukardi Sukardi Sukardi Sukardi Sukardi Sukardi Sulthon Muammar S Sumanto, Sumanto Sutiawan, Hedi Syarif Hidayatulloh T Djatna Taufik Abdul Rahman Taufik Djatna Teguh Prasetryo Teguh Prasetyo Teuku Alfiansyah Thoriq, Muhammad Tito Aviandi Vardian Giovanni Warniningsih, Warniningsih Wibisono, Denny widya spalanzani Widyantoro, Murwan Wiyata, Jovanka Alif Yayan Saputra Yesta Sadha Syahputra Yogi Muhammad Ilham Yonatan, Yehezkiel Kharisma Yosafat Cauvain Yosi Armando Yossie Saputra Yunita, Ika Yuri Delano Regent Montororing Zulham Ilyas