Greedy reduction algorithm as the heuristic approach in determining the temporary waste disposal sites in Sukarami sub-district, Palembang, Indonesia
Waste is one of the problems in Palembang, Indonesia. The amount of waste in Palembang increases proportionally to the population yearly and can adversely affect the community. Therefore, we determine the optimal temporary waste disposal site (TWDS) to optimize the problems. The set covering model i...
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my.um.eprints.439112024-01-29T07:38:52Z http://eprints.um.edu.my/43911/ Greedy reduction algorithm as the heuristic approach in determining the temporary waste disposal sites in Sukarami sub-district, Palembang, Indonesia Octarina, Sisca Puspita, Fitri Maya Supadi, Siti Suzlin Eliza, Nur Attina Q Science (General) QA Mathematics Waste is one of the problems in Palembang, Indonesia. The amount of waste in Palembang increases proportionally to the population yearly and can adversely affect the community. Therefore, we determine the optimal temporary waste disposal site (TWDS) to optimize the problems. The set covering model is the proper model for solving the location and allocation problem. In this study, data on the distance between each TWDS is needed in the set covering modeling. The novelty in this research is developing the ρ-median problem model, which is formed from the optimal solution of the set covering location problem (SCLP) model. Palembang consists of 18 sub-districts, of which the Sukarami sub-district has the highest population density. This study discussed the determination of strategic TWDS in the Sukarami sub-district using the SCLP model, the ρ-median problem, and a heuristic approach, namely the greedy reduction algorithm in solving the model. Based on the solution of the ρ-median problem model with LINGO 18.0 and the ρ-median problem solved by the greedy reduction algorithm, only three strategic TWDS were found for the Sukarami sub-district. The study results recommend a review of the existing TWDS and particularly the addition of a TWDS in Sukodadi and Talang Betutu villages, respectively. © 2022, Research Center of Inorganic Materials and Coordination Complexes, FMIPA Universitas Sriwijaya. All rights reserved. Research Center of Inorganic Materials and Coordination Complexes, FMIPA Universitas Sriwijaya 2022 Article PeerReviewed Octarina, Sisca and Puspita, Fitri Maya and Supadi, Siti Suzlin and Eliza, Nur Attina (2022) Greedy reduction algorithm as the heuristic approach in determining the temporary waste disposal sites in Sukarami sub-district, Palembang, Indonesia. Science and Technology Indonesia, 7 (4). 469 – 480. ISSN 2580-4405, DOI https://doi.org/10.26554/sti.2022.7.4.469-480 <https://doi.org/10.26554/sti.2022.7.4.469-480>. 10.26554/sti.2022.7.4.469-480 |
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Q Science (General) QA Mathematics Octarina, Sisca Puspita, Fitri Maya Supadi, Siti Suzlin Eliza, Nur Attina Greedy reduction algorithm as the heuristic approach in determining the temporary waste disposal sites in Sukarami sub-district, Palembang, Indonesia |
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Waste is one of the problems in Palembang, Indonesia. The amount of waste in Palembang increases proportionally to the population yearly and can adversely affect the community. Therefore, we determine the optimal temporary waste disposal site (TWDS) to optimize the problems. The set covering model is the proper model for solving the location and allocation problem. In this study, data on the distance between each TWDS is needed in the set covering modeling. The novelty in this research is developing the ρ-median problem model, which is formed from the optimal solution of the set covering location problem (SCLP) model. Palembang consists of 18 sub-districts, of which the Sukarami sub-district has the highest population density. This study discussed the determination of strategic TWDS in the Sukarami sub-district using the SCLP model, the ρ-median problem, and a heuristic approach, namely the greedy reduction algorithm in solving the model. Based on the solution of the ρ-median problem model with LINGO 18.0 and the ρ-median problem solved by the greedy reduction algorithm, only three strategic TWDS were found for the Sukarami sub-district. The study results recommend a review of the existing TWDS and particularly the addition of a TWDS in Sukodadi and Talang Betutu villages, respectively. © 2022, Research Center of Inorganic Materials and Coordination Complexes, FMIPA Universitas Sriwijaya. All rights reserved. |
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Article |
author |
Octarina, Sisca Puspita, Fitri Maya Supadi, Siti Suzlin Eliza, Nur Attina |
author_facet |
Octarina, Sisca Puspita, Fitri Maya Supadi, Siti Suzlin Eliza, Nur Attina |
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Octarina, Sisca |
title |
Greedy reduction algorithm as the heuristic approach in determining the temporary waste disposal sites in Sukarami sub-district, Palembang, Indonesia |
title_short |
Greedy reduction algorithm as the heuristic approach in determining the temporary waste disposal sites in Sukarami sub-district, Palembang, Indonesia |
title_full |
Greedy reduction algorithm as the heuristic approach in determining the temporary waste disposal sites in Sukarami sub-district, Palembang, Indonesia |
title_fullStr |
Greedy reduction algorithm as the heuristic approach in determining the temporary waste disposal sites in Sukarami sub-district, Palembang, Indonesia |
title_full_unstemmed |
Greedy reduction algorithm as the heuristic approach in determining the temporary waste disposal sites in Sukarami sub-district, Palembang, Indonesia |
title_sort |
greedy reduction algorithm as the heuristic approach in determining the temporary waste disposal sites in sukarami sub-district, palembang, indonesia |
publisher |
Research Center of Inorganic Materials and Coordination Complexes, FMIPA Universitas Sriwijaya |
publishDate |
2022 |
url |
http://eprints.um.edu.my/43911/ |
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1789424630867427328 |
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13.211869 |