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Journal : ComTech: Computer, Mathematics and Engineering Applications

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Aplikasi Hybrid Firefly Algorithm untuk Pemecahan Masalah Traveling Salesman: Studi Kasus pada PT Anugerah Mandiri Success Sudirwan, J.; Fadlilah, Siti Nur; Teguh, Teguh
ComTech: Computer, Mathematics and Engineering Applications Vol 5, No 2 (2014): ComTech
Publisher : Bina Nusantara University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21512/comtech.v5i2.2281

Abstract

Determining a good route is a major problem in a transport process in the company. This case study aims to overcome the problem of determining the route or often called the Traveling Salesman Problem (TSP) is optimal. This problem will be solved by the optimization method in determining the route, which is more systematic in PT Anugerah Mandiri Success. Metaheuristic methods, such as Hybrid Firefly Algorithm is used to assist the system in the process of determining the route. Hybrid Firefly Algorithm combines heuristic method of Nearest Neighbor Heuristic with metaheuristic method of Levy Flight Discrete Firefly Algorithm. The indicators used in this case study are the total distance traveled and total fuel used. Methods Object Oriented Analysis andDesign (OOAD) is used to develop an information system, which consists of determining system requirements, system architecture design, and design to the trials of the system were developed. The results of the constructedsystem provide a solution in the form of route determination with a total distance of 165.1 kilometers with a fuel consumption of 11,793 liters. These results are much better when compared with historical data that has a totaldistance of 260.8 kilometers with a fuel consumption of 18,628 liters.
Co-Authors Achmad, Fasmi Agus Cahyono Akhmad Rizqon Khamami Alfiah, Diyana Almas Juna Prasetya Alpin Herman Saputra Ayuk Wahdanfiari Adibah, Ayuk Wahdanfiari Bambang Kunarto Bonita Hirza Daiana, Mustika Diana, Mustika Edi Suyanto Eka Sofia Agustina Erie Agusta, Erie Ervina Mukharomah, Ervina Fakhri Rabialdy Farid Azzani Prasanaya Hartati Hartati Haryuni Hermansyah Hermansyah Hiba Fajarwati Hilmah, Zuryani Hosaini, Hosaini Iffatin Nur Iisnawati, Iisnawati Imelda Saluza, Imelda Kahfie Nazaruddin Kurniasih, Cut Endang Kurniawan, Randi Kushendar Kushendar, Kushendar m indika, pudia Makmum, Muh Ngali Zainal Maulana, Adrian Muchlis Zainuri Munaris . Nizkon Nur Diana Nur Diana Permata Sari, Anggun Prastowo Aji Putri, Aldila Sagitaning Saputra, Alpih Herman Saputra, Alpin H. Sembiring, Rinawati Siti Nur Fadlilah Steven ANTHONY Sudirwan, J. Suhardjono Suhardjono Sukari Sukari, Sukari Tri Suhatmini Rokhayatun Widiandari, Widiandari