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Journal : Jurnal Teknologi dan Manajemen Informatika

Cargo Delivery web-based Application with Ant Colony Optimization Algorithm for Shortest Route search: A Case Study in the Die Cutting Industry Wiratama, Jansen; Wijaya, Santo Fernandi; Tandika, Idris; Santoso, Hari
Jurnal Teknologi dan Manajemen Informatika Vol. 10 No. 1 (2024): Juni 2024
Publisher : Universitas Merdeka Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26905/jtmi.v10i1.11372

Abstract

Conventional business processes sometimes lead to negligence and forgetfulness regarding important delivery requests, thereby causing operational disruptions that could impact the company's reputation. The limitations of conventional methods are also faced by CV Karya Pelangi, a company operating in the Die die-cutting industry, where many customer orders are usually submitted orally, causing problems that lead to late deliveries and delays in the production process. This problem is exacerbated by limited resources, for example, a delivery fleet consisting of only two drivers. Focuses on developing web-based applications with prototyping models and implementing the Ant Colony Optimization (ACO) algorithm to overcome delivery route optimization challenges. This research produces a web-based application using a software prototype model. In addition to applying the ACO algorithm to identify optimal delivery routes, the app offers insights into the goods transported, shipper details, and departure and destination times. Simulation results show that CV Karya Pelangi can now determine short circuit paths efficiently, thereby increasing operational efficiency, with a path length of 0.3892 and a pheromone intensity of 2.569. This innovative solution promises to revolutionize cargo shipping operations, ensuring timely and efficient deliveries increasing customer satisfaction and operational efficiency.
Co-Authors ABDUS SAMAD Aditya Pratama Ady Sanjaya, Samuel Agus Naba Ahmad Homaidi ahmad syauqi, ahmad Aisyah Wardani, Aisyah Aisyi, Dinda Rohadatul Aldri Frinaldi Amaliyah, Viki Argus Argus Athiyyah, Ismah Ummi Basyariyah, Iflahatul Bramayudha, Airlangga Brian Kurniadi, Reinardus Cifran, Cifran Evelin Johan, Monika Fauzilah, Isma Fernandi Moegni Fuadi, Muhammad Chaniful Fuadi, Mukhlisul Gea, Notatema Anugrah Hafizatul, Intani Sholihah Haq, Fafa Maulal Hasan Zayadi Hermanto Hermanto Hidayati, Arini Hizni, Alina Husain Latuconsina Ikbal, Mohammad Izajati, Mustafidah Nur Jailani, Ach Jonathan Kusmawati, Eka Lailah, Rukhil Latconsina, Husain Lesminingsih, Ratna Djuniwati Lukito, Axcel Maghfirah, Inayatul Mahmudi Mahmudi Mariyana Mariyana Maulidiyah, Ni'matul Muhammad Aziz Muslim Mukhsin, Akhmad Munawaroh, Tanwirul Ningrum, Mei Ninda Ningsih, Fitriyah Nisa, Siti Rofiatun Nour Athiroh Abdoes Sjakoer Nur Aliyah, Shofi Nur Shofiyah Munawaroh, Nur Shofiyah Nurmala, Aulia Putri Puspithasari, Agustina Dwi Putra, Heru Soetanto Putri, Febrian Priska Amalia Putri, Firlina Laila Rachmawati, Rachmawati Suprayoto Ramandana, Bima Ratna Djuniwati Lisminingsih Rian Rohimah, Ririn Alfiatu Rohmah, Qudrati Rois, Amika Saefita, Uni Saimul Laili Samuel Samuel Santo Fernandi Wijaya Setyawan, Febrianto Sholehuddin, Mohammad Sholikha alaiya, Sholikha Sobiyanto, Sobiyanto Sugesti, Sugesti Sukiran, Nufan Muwafiq Supriyanto Supriyanto Syarif, Mulkan Tandika, Idris Utami, Ade Ratna Varadibbah, Hasina Warida, Mutha Wijaya, Kusuma Lestari Wiratama, Jansen Zahroh, Dea Fatimatu Zubairi, Ach. Zuliyana, Devy