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All Journal IAES International Journal of Artificial Intelligence (IJ-AI) CAUCHY: Jurnal Matematika Murni dan Aplikasi Bulletin of Electrical Engineering and Informatics BAREKENG: Jurnal Ilmu Matematika dan Terapan JMECS (Journal of Measurements, Electronics, Communications, and Systems) Jurnal Pengabdian kepada Masyarakat Nusantara Tensor: Pure and Applied Mathematics Journal Prosiding Konferensi Nasional PKM-CSR Jurnal Ilmiah Teknik Mesin, Elektro dan Komputer (JURITEK) eProceedings of Engineering Telkatika: Jurnal Telekomunikasi Elektro Komputasi & Informatika Jurnal Nasional Sains dan Teknik
Meta Kallista
Universitas Telkom
Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Industrial & Manufacturing Engineering Materials Science & Nanotechnology Mathematics Mechanical Engineering Nursing Physics Public Health Social Sciences Transportation

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Journal : Bulletin of Electrical Engineering and Informatics

 1 
Pickup and delivery problem in the collaborative city courier service by using genetic algorithm and nearest distance Purba Daru Kusuma; Meta Kallista
Bulletin of Electrical Engineering and Informatics Vol 11, No 2: April 2022
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/eei.v11i2.3223

Abstract

One problem in collaborative pickup delivery problem (PDP) was excessive outsourced jobs. It happened in many studies on the collaborative PDP. Besides, the revenue sharing in it was unclear although important. This work aimed to propose a novel collaborative PDP model which minimizes total travel distance while maintains low outsourced jobs. It proposed several contributions. First, it prioritized internal jobs first rather than full collaborative model. Second, it proposed new revenue sharing model. It adopted cluster-first route-second and mixed pickup and delivery. It was developed by combining the genetic algorithm and nearest distance algorithm where the genetic algorithm was used in the clustering process and the nearest distance was used in the routing process. The simulation result shows that the proposed model was better than the comparing models: (1) combined K-means and genetic algorithm model (KMGA) and (2) combined simulated annealing and last-in first-out (SNLIFO) model. When the number of orders was high (300 units), the total travel distance of the proposed model was 37 percent lower than the KMGA model and 30 percent lower than the SNLIFO model. In average, the outsourcing rate of the proposed model was 70 percent lower than the previous models.
Co-Authors Adillah, M Novrian Aina, Brilliant Friezka Aisyah, Diah Akbar, Andi Muhammad Rezky Akbar, Maulidiatama Akbar, Muh. Akbar, Muhammad Raja Amanullah Bahtiar, Mohammad Rizky Fauzan Amelia, Angelica Sharon An – Nisaa, Siti Ananta , Fauzi Annisa Aprilia P S Aprilia, Nella Ardhya Chaeruna Salim Aryomukti, Muchlis Ashri Dinimaharawati Azhar, Ferikho Fatih Butar-Butar, Muhammad Raihan Candrasyah Hasibuan, Faisal Casi Setianingsih Daffa Ahmadhan K Daulay, Imada Syaifullah Diaraja H, Garry Abel Dwi Wibowo , Ig. Prasetya Dwitiniardi, Isni Erfa Saputra, Randy Fadhel, Hafiz Muhammad Faisal Candrasyah H Faisal Candrasyah Hasibuan Faiz Rasyid, Sutan Fajri, Daffa Fathir Farha S. N, Augyres Faris Alim M Fauzan, Aldi Fauzan, Rakha Luthfi Fauzi, Farhan Rizki Fiqri, Rifqi Muhammad Friezka Aina, Brilliant Fussy Mentari D Ganga Ram Phaijoo Gastiadi, Arya Fridayana Harison Taufiq, Hans Hasibuan , Faisal Candrasyah Ig Prasetya Dwi W Ig. Prasetya Dwi Wibawa Irghiansyah Izzul Haque Isni Dwitiniardi Jalaluddin , Afif Ibadurrahman Khalisheka, Daffa Asyqar Ahmad Khoerul Umam, Khoerul Kurniawan, M. Fikri Andika Kusumah, Zaky Ibnu Lase, Aldo Nitehe M. Fikri Andika Kurniawan M. Fikri Andika Kurniawan Malikulmulki, Jaisy Manna, Muhammad Rayyan Aqiilah Martuahman, Fransiskus Alexander Meiska, Ivana Michael Mikhael Prausdian A W Muhammad Faris Ruriawan Muhammad Irfan Al Rasyid Muhammad Nasrun Muhammad Syarif, Muhammad Muhtar, Ahmad Fauzan Mulia, Thasya N, Ridha Melati Naf’an , Syifa Melinda Naf’an, Syifa Melinda Nathaniel, Giovanni Naufal H, Raden M Novianty, Astri Nugraha, M Kahfi Nugroho, Ginaldi Ari Obie, Sultan Chisson Paramartha Vikrama, Made Plambudi Dwigantara, Figo Purba Daru Kusuma Purnama, Badi Rafli Rizky Purnaningsih , Ni Kadek Ayu Putra Athallah, Raken Putra, Giovano Trihade Putra, Rio Mandala Nuryan Putri Sakri, Annisa Aprilia Rahman, Muhammad Syaiful Raif Haidar D Rama Pratama Ramadhani, Desfitri Ramdhan, Mohammad Rizki Ramdhani, Agung Sulaksono Raspati , Fadlan Yusuf Rassya, Farrel Rifqi Muhammad Fikri Rizkita, Meysa Rosunika, Wening Alfina Ruriawan , Muhammad Faris Sakri, Annisa Aprilia Putri Saputra , Ariq Nurcahyo Saputra, Fauzi Bayu Setianingsih, Casie Setyadi, Ardhana Shafira Zahra Anisa Shandi, Rifqi Fadhila Shiddieqy, Hasbi Ash Siahaan, Eva Fiorina Sugandi, Delatifa Putri Suhartono, Ardhien Fadhillah Sukiman, Wahyu Mubarak Sultan Chisson O Surya Akbar, Qorio Tarigan , Ray Talenta Tito Waluyo Purboyo Utari, Rai Barokah Wahid, Zulian Wardhana, I Made Bayu Satria Wibawa , Muhamad Ibnu Fajar Wibawa, I.G Prasetya Wibawa, Ig. Prasetya D. Wibawa, Ig.Prasetya Dwi Wibawa, Ignatius Prasetya Dwi Wibowo , Ig. Prasetya Dwi Wibowo, Ig. Prasetya Dwi Yasir , Yusran Zahrani , Putri Mellia Zaref, Pandu Ing