Optimisasi Perencanaan Produksi Pupuk Menggunakan Firefly Algorithm

In Indonesia, there are many farmers as a livelihood because of fertile soil for agriculture and the demand for food. Production planning is the important part of managing cost spent by the company. In production planning, there are many constraints which have to be satisfied such as the number of p...

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Auteurs principaux:	Dinita Rahmalia, Awawin Mustana Rohmah
Format:	article
Langue:	EN
Publié:	Department of Mathematics, UIN Sunan Ampel Surabaya 2018
Sujets:	Constrained Optimization; Production Planning; Firefly Algorithm Mathematics QA1-939
Accès en ligne:	https://doaj.org/article/3fe9706d4c934fbc99d55c9aa6b1f52a
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id	oai:doaj.org-article:3fe9706d4c934fbc99d55c9aa6b1f52a
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spelling	oai:doaj.org-article:3fe9706d4c934fbc99d55c9aa6b1f52a2021-12-02T17:16:57ZOptimisasi Perencanaan Produksi Pupuk Menggunakan Firefly Algorithm2527-31592527-316710.15642/mantik.2018.4.1.1-6https://doaj.org/article/3fe9706d4c934fbc99d55c9aa6b1f52a2018-05-01T00:00:00Zhttp://jurnalsaintek.uinsby.ac.id/index.php/mantik/article/view/266https://doaj.org/toc/2527-3159https://doaj.org/toc/2527-3167In Indonesia, there are many farmers as a livelihood because of fertile soil for agriculture and the demand for food. Production planning is the important part of managing cost spent by the company. In production planning, there are many constraints which have to be satisfied such as the number of productions, the number of workers, and the number of inventory. In previous research, constrained optimizations have been solved by exact method or heuristic method. In this research, production planning optimization will be solved by Firefly Algorithm (FA). FA works as a behavior of Firefly. One of firefly behavior used is less bright firefly will move toward brighter firefly. The simulation results show that FA method can find an approaching optimal solution of production planning like production cost, worker cost, and inventory holding cost satisfying the constraints of the number of productions, workers, and inventory.Dinita RahmaliaAwawin Mustana RohmahDepartment of Mathematics, UIN Sunan Ampel SurabayaarticleConstrained Optimization; Production Planning; Firefly AlgorithmMathematicsQA1-939ENMantik: Jurnal Matematika, Vol 4, Iss 1, Pp 1-6 (2018)
institution	DOAJ
collection	DOAJ
language	EN
topic	Constrained Optimization; Production Planning; Firefly Algorithm Mathematics QA1-939
spellingShingle	Constrained Optimization; Production Planning; Firefly Algorithm Mathematics QA1-939 Dinita Rahmalia Awawin Mustana Rohmah Optimisasi Perencanaan Produksi Pupuk Menggunakan Firefly Algorithm
description	In Indonesia, there are many farmers as a livelihood because of fertile soil for agriculture and the demand for food. Production planning is the important part of managing cost spent by the company. In production planning, there are many constraints which have to be satisfied such as the number of productions, the number of workers, and the number of inventory. In previous research, constrained optimizations have been solved by exact method or heuristic method. In this research, production planning optimization will be solved by Firefly Algorithm (FA). FA works as a behavior of Firefly. One of firefly behavior used is less bright firefly will move toward brighter firefly. The simulation results show that FA method can find an approaching optimal solution of production planning like production cost, worker cost, and inventory holding cost satisfying the constraints of the number of productions, workers, and inventory.
format	article
author	Dinita Rahmalia Awawin Mustana Rohmah
author_facet	Dinita Rahmalia Awawin Mustana Rohmah
author_sort	Dinita Rahmalia
title	Optimisasi Perencanaan Produksi Pupuk Menggunakan Firefly Algorithm
title_short	Optimisasi Perencanaan Produksi Pupuk Menggunakan Firefly Algorithm
title_full	Optimisasi Perencanaan Produksi Pupuk Menggunakan Firefly Algorithm
title_fullStr	Optimisasi Perencanaan Produksi Pupuk Menggunakan Firefly Algorithm
title_full_unstemmed	Optimisasi Perencanaan Produksi Pupuk Menggunakan Firefly Algorithm
title_sort	optimisasi perencanaan produksi pupuk menggunakan firefly algorithm
publisher	Department of Mathematics, UIN Sunan Ampel Surabaya
publishDate	2018
url	https://doaj.org/article/3fe9706d4c934fbc99d55c9aa6b1f52a
work_keys_str_mv	AT dinitarahmalia optimisasiperencanaanproduksipupukmenggunakanfireflyalgorithm AT awawinmustanarohmah optimisasiperencanaanproduksipupukmenggunakanfireflyalgorithm
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Optimisasi Perencanaan Produksi Pupuk Menggunakan Firefly Algorithm

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