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All Journal TEKNIK TELKOMNIKA (Telecommunication Computing Electronics and Control) OPSI JISI UMJ (Jurnal Integrasi Sistem Industri UMJ) Jurnal Minds: Manajemen Ide dan Inspirasi International Journal of Advances in Intelligent Informatics Jurnal Ilmiah Teknik Industri Jurnal Sistem dan Manajemen Industri IJIES (International Journal of Innovation in Enterprise System) JITMI (Jurnal Ilmiah Teknik dan Manajemen Industri) Buletin Ilmiah Sarjana Teknik Elektro Journal of Robotics and Control (JRC) Jurnal Abdi Insani International Journal of Industrial Optimization (IJIO) Indonesia Berdaya SPEKTA (Jurnal Pengabdian Kepada Masyarakat : Teknologi dan Aplikasi) International Journal of Robotics and Control Systems Jurnal Pengabdian Masyarakat (ABDIRA) Jurnal Pengabdian Teknologi Tepat Guna Prosiding Seminar Nasional Pengabdian Kepada Masyarakat Logic : Jurnal Rancang Bangun Dan Teknologi Prosiding Seminar Nasional Pengabdian Masyarakat
Asih, Hayati Mukti
Universitas Ahmad Dahlan
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Journal : International Journal of Advances in Intelligent Informatics

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A genetic algorithm approach to green vehicle routing: Optimizing vehicle allocation and route planning for perishable products Asih, Hayati Mukti; Leuveano, Raden Achmad Chairdino; Dharmawan, Dhimas Arief; Ardiansyah, Ardiansyah
International Journal of Advances in Intelligent Informatics Vol 11, No 2 (2025): May 2025
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26555/ijain.v11i2.1784

Abstract

This paper introduces a novel approach to the Green Vehicle Routing Problem (GVRP) by integrating multiple trips, heterogeneous vehicles, and time windows, specifically applied to the distribution of bakery products. The primary objective of the proposed model is to optimize route planning and vehicle allocation, aiming to minimize transportation costs and carbon emissions while maximizing product quality upon delivery to retailers. Utilizing a Genetic Algorithm (GA), the model demonstrates its effectiveness in achieving near-optimal solutions that balance economic, environmental, and quality-focused goals. Empirical results reveal a total transportation cost of Rp. 856,458.12, carbon emissions of 365.43 kgCO2e, and an impressive average product quality of 99.90% across all vehicle trips. These findings underscore the capability of the model to efficiently navigate the complexities of real-world logistics while maintaining high standards of product delivery. The proposed GVRP model serves as a valuable tool for industries seeking sustainable and cost-effective distribution strategies, with implications for broader advancements in supply chain management.
Co-Authors 123, 123 123 Alfian Ma’arif Andriansyah, Revaldo Annie Purwani Annur Rahman ARDIANSYAH ARDIANSYAH Astuti, Fatma Hermining Aulia, Viola Lulu Auliya, Ayu Intan Afiani Choirun Nisa Chong Kuan Eng Dedi Adi Saputra Dedi Adi Saputra Dharmawan, Dhimas Arief Dhias Cahya Hakika Dini Yuniarti Firmansyah, Fahri Ichwanuddin, Aziz Ihwan Ghazali Ikhwan Nur Afiq Ikhwan Nur Afiq Ina Maryani Ina Maryani Irianto Irianto Irvan Kristanto Isana Arum Primasari Jamal, Fauziyah Nur Jumbri, Isma Addi Lee Mei Ph'ng Leuveano, Raden Achmad Chairdino M. Fajrul Fallah Marza, Aziza Della Mohamad, Effendi Mohammad, Effendi Bin Muhammad Candra Ramadhan Muhammad Faishal Muhammad Faishal Muhammad Faishal Muhammad Fajrul Falaq Muhammad Kunta Biddinika Muhammad Noor Arfan Okka Adiyanto Rahman, Annur Rahman, Salsabila Aulya Rasyid, Muhammad Izzudin Ridho, Muhammad Ihsan Rosyady, Phisca Aditya Safitri, Anggi Saputra, Qaedi Alwafi E. Solikhah, EfA Wakhidatus Sugianti, Ardina Fitri Suhariyanto, Tatbita Titin Syifa Fitriani Syifa Fitriani Tatbita Titin Suhariyanto Tatbita Titin Suhariyanto Suhariyanto Tri Budiyanto Usandi, Karisa Wibowo, Shaneva Fitria Desta Wijaya, Kenedy Yuwantina, Anissa