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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Main Authors: Octarina, Sisca, Puspita, Fitri Maya, Supadi, Siti Suzlin, Eliza, Nur Attina
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Published: Research Center of Inorganic Materials and Coordination Complexes, FMIPA Universitas Sriwijaya 2022
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Online Access:http://eprints.um.edu.my/43911/
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spelling 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
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic Q Science (General)
QA Mathematics
spellingShingle 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
description 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.
format 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
author_sort 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/
_version_ 1789424630867427328
score 13.211869