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Sukardi Sukardi
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Journal : International Journal of Supply Chain Management

 1 
Uncertainty Models in Reverse Supply Chain: A Review Paduloh Paduloh; Taufik Djatna; Sukardi Sukardi; Muslich Muslich
International Journal of Supply Chain Management Vol 9, No 2 (2020): International Journal of Supply Chain Management (IJSCM)
Publisher : International Journal of Supply Chain Management

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Abstract

Reverse logistic has become an important topic for the organization due to growing environmental concern, government regulation, economic value, and sustainable competitiveness. Uncertainty is one of the key factors in the reverse supply chain that must be controlled; thus, the company could optimize the reverse supply chain function. This paper discusses progress in reverse logistic research. A total of 72 published articles were selected, analyzed, categorized and the research gaps were found among them. The study began by analyzed previous research articles in reverse logistic. In this stage, we also collected and reviewed journals discussing about the reverse supply chain. Meanwhile, the result of this stage shows that uncertainty factor has not been reviewed in detail. The most common theme as the background research in reverse logistic is environmental and economic aspect. Uncertainty in Close Loop Supply Chain is the most widely used approach, followed by the usage on reverse logistics, reverse supply chain and reverse Model. The most used approach and method on uncertainty are Mixed Integer Linear Programing, mixed integer nonlinear Programing, Robust Fuzzy Stochastic Programming, and Improved kriging-assisted robust optimization method. Customer demand, total cost, product returns are the most widely researched aspects. This paper may be useful for academicians, researchers and practitioners in learning on reverse logistic and reverse supply chain; therefore, close loop supply chain can be guidance for upcoming researches. Research opportunity based on this research combines total cost, quality return product, truck capacity, delivery route, remanufacturing capacity, and facility location got optimum function in uncertainty. The research method and approach for MINLP, IK-MRO and RSFP provide many opportunities for research. For theme and area in reverse logistic, close loop supply chain is the theme that provides the most research opportunities.
Co-Authors Aan Suriadi Achmad Jauhari ade wiranto Ade Yuni Safitri Adriyani Adam Agi Distrianto Agus Hermawan Ahmad Albar Tanjung Ahmad Zamhari Akrom, Akrom Alfonsius, Eric Ambiyar, Ambiyar Andes Ismaya Ani Suryani Anik Herminingsih Annita Lubis Ardi Kusmara Arie Febrianto Mulyadi Arjuna Neni Triana Armansyah Armansyah Ayu Angelina Pasaribu Burhanuddin Burhanuddin dan Edy Marwan Darwin Alfasimi Dedi Hariyanto Dedy Sugiarto Dimas Hadi Kusuma Dina Sri Nindiati Djumarno Djumarno Dwi Puspa Maharani Usali Rachman Dyah Erni Widyastuti Edy Suryadi Elfi Tasrif Elisa Wildayana Elsi Puspita Sari Endang Tri Pujiastuti Eng. Lukas Kano Manggalla Eni Ardila Eva Dina Chairunisa Fahrur Rozi Farizal Imansyah Firda A Syamani Fithri Mufriantie Fitroh Adilla Giyanto Giyanto Halim Rasyid Hariatih, Hariatih Ifriadi Ifriadi Illah Sailah Irma Muslimin Irsad Irsad Kabib Sholeh Kabib Sholeh Kabib Sholeh Kasman Rukun Kasmir Kasmir Krismadinata Krismadinata Lalu Ali Wardana Laziza Iklima Khairatun Khairatun Lilis Aryanti Liza Nadiya Luky Adrianto M Edi Armanto M Syamsul Ma’arif M Zulfikar Syuaeb M. H. Pulungan M. Ismail M. Syamsul Ma’arif Mahendra Narpatmaja Nizar Maimunah Hindun Pulungan Maria Santi Maria Sherly Marimin . Marimin Marimin Marini Marini Marwan Usman Maryadi Maryadi Mega Kusuma Putri Melati Ayuning Putri Meri Anggraini Mirna Taufik Momon Sodik Imanuddin Muhamad Idris Muhamad Nazim Muhammad Arbi Putra Mona Muhammad Ikram Jasman Muslich Muslich Mustarum Musaruddin N. L. Rahmah N. L. S. Andari Nelly Ermarita Ni Made Novi Suryanti Ni Made Purnami Sukaesih Nono Sudarsono Nuraeni Nuraeni Nyoman Sridana Paduloh Paduloh Paidi Paidi Paula Florina Puspa Sari Radian Salman Rahmad Dwi S Riki Andi Saputro Rina Hardiyantina Rina Yulianti Rinianty, Rinianty Rita Feni Riyani Butar Butar Rudi Asri Salamatun Asakdiyah Sapta Raharja dan Maya Dwiyuni Sri Hartoyo Sri Martini Sri Yono SUBYAKTO SUBYAKTO Sucipto, Sucipto Sudirman Wilian Suharto Honggokusumo Surya Karwati Susanti Faipri Selegi suwondo suwondo Suyatmin Suyatmin Syafruddin Syafruddin Syahrullah Syahrullah Syaiful Bahri Syaiful Hendra Syarif Abdullah Syukhri Syukhri Tahegga Primananda Alfath Taufik Djatna Titi Harianti Triwulandari S. Dewayana Tupti, Zulaspan Tutik Sulistyowati Umi Yunita Septi Vina Salviana Darvina Soedarwo wahyu eka sari Wandiyo Wandiyo Waridah Waridah Wildan Wildan Yulita Yulita Yusup Yusup Zunan Setiawan