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Sobri Abusini
Brawijaya University
Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Energy Engineering Environmental Science Industrial & Manufacturing Engineering Mathematics Mechanical Engineering Physics Social Sciences Transportation

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ANT COLONY OPTIMIZATION WITH DOUBLE SELECTIONS FOR SOLVING INTEGRATED SCHEDULING PROBLEM IN MANUFACTURER Abusini, Sobri; Sukmarini, Mita Akbar; Karim, Corina
JEMIS (Journal of Engineering & Management in Industrial System) Vol. 7 No. 1 (2019)
Publisher : Industrial Engineering Department, Faculty of Engineering, Universitas Brawijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21776/ub.jemis.2019.007.01.4

Abstract

In this paper, we studied ant colony optimization for solving integrated scheduling of production and distribution problems. We improved the ant colony optimization by adding double selections, there are, roulette wheel and elitism selections. Roulette wheel selection is used to determine the path where ants pass through before knowing pheromone information in that path. Meanwhile, elitism selection is used to keep the best solution before the more optimum solution obtained. Then, ant colony optimization and improved ant colony optimization are implemented in solving integrated scheduling of production and distribution problem in PT. BFPI. The aim of this paper is to achieve optimum production and distribution schedule in order to minimize the total cost of production and distribution. We also compare performance of both applied methods and draw the conclusion. The results show that the method we proposed has more advantage.
Co-Authors Achmad Wicaksono Agus Widodo Ambarwati, Aditya Daniel Pandapotan, Daniel Evary, Sikhatun Naimah Fauzi, Aldi Rahmad Nur Harnen Sulistio Harnen Sulistio I Ketut Suada Imam Nurhadi Purwanto Isnani Darti Karim, Corina Khairi, Desfi Rahmatul Krisnawati, Vira Hari Laily, Hafizha Nur Ludfi Djakfar Margono, Eko Marjono Marjono Marsudi Marsudi Melani, Tharisa Mohamad Muslikh Nabila, Nuzulul Laili Nelson Francisco A.D.S.Silva Nelson Francisco A.D.S.Silva, Nelson Noor Hidayat, Noor Sa'adah, Umu Sa’adah, Umu Siti Aisyah Sukmarini, Mita Akbar Taufan Talib TONY PRASETYO Wardani, Cholida Usi Zulkarnaen, M. Naufal Reza