Optimize the solid waste collection route in construction using the POA algorithm

Vu Hong Son Pham, Thiet Van Tran
{"title":"Optimize the solid waste collection route in construction using the POA algorithm","authors":"Vu Hong Son Pham,&nbsp;Thiet Van Tran","doi":"10.1007/s42107-023-00955-0","DOIUrl":null,"url":null,"abstract":"<div><p>This study provides an in-depth exploration of the urban municipal solid waste (MSW) collection issue in the urban context, where there is a continuous rise in individual waste production levels and vulnerability to climate change, particularly in developing countries. The research focuses on a specialized vehicle routing model to optimize the solid waste transportation system within the city, aiding civil engineers and urban planners in strategically locating waste collection station positions for efficient waste collection routes. To enhance the model’s efficiency, a novel combined method is proposed, integrating with the Pelican Optimization Algorithm (POA). Experimental evaluations, conducted using real-world data, unequivocally demonstrate that the proposed combined method outperforms alternative approaches, including the current manual MSW collection process in the city. This research makes a significant contribution to the fields of waste management and urban sustainability, with the ultimate goal of mitigating the social, economic, and environmental consequences associated with urban solid waste collection.</p></div>","PeriodicalId":8513,"journal":{"name":"Asian Journal of Civil Engineering","volume":"25 3","pages":"2947 - 2962"},"PeriodicalIF":0.0000,"publicationDate":"2023-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Asian Journal of Civil Engineering","FirstCategoryId":"1085","ListUrlMain":"https://link.springer.com/article/10.1007/s42107-023-00955-0","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"Engineering","Score":null,"Total":0}
引用次数: 0

Abstract

This study provides an in-depth exploration of the urban municipal solid waste (MSW) collection issue in the urban context, where there is a continuous rise in individual waste production levels and vulnerability to climate change, particularly in developing countries. The research focuses on a specialized vehicle routing model to optimize the solid waste transportation system within the city, aiding civil engineers and urban planners in strategically locating waste collection station positions for efficient waste collection routes. To enhance the model’s efficiency, a novel combined method is proposed, integrating with the Pelican Optimization Algorithm (POA). Experimental evaluations, conducted using real-world data, unequivocally demonstrate that the proposed combined method outperforms alternative approaches, including the current manual MSW collection process in the city. This research makes a significant contribution to the fields of waste management and urban sustainability, with the ultimate goal of mitigating the social, economic, and environmental consequences associated with urban solid waste collection.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
使用 POA 算法优化建筑固体废物收集路线
本研究深入探讨了城市背景下的城市固体废物(MSW)收集问题,在发展中国家,个人废物生产水平持续上升,且易受气候变化影响。研究的重点是一个专门的车辆路线模型,用于优化城市内的固体废物运输系统,帮助土木工程师和城市规划者战略性地确定垃圾收集站的位置,以形成高效的垃圾收集路线。为提高该模型的效率,提出了一种与鹈鹕优化算法(POA)相结合的新型组合方法。利用实际数据进行的实验评估明确表明,所提出的组合方法优于其他方法,包括城市中目前的人工 MSW 收集流程。这项研究为废物管理和城市可持续发展领域做出了重大贡献,其最终目标是减轻与城市固体废物收集相关的社会、经济和环境后果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Asian Journal of Civil Engineering
Asian Journal of Civil Engineering Engineering-Civil and Structural Engineering
CiteScore
2.70
自引率
0.00%
发文量
121
期刊介绍: The Asian Journal of Civil Engineering (Building and Housing) welcomes articles and research contributions on topics such as:- Structural analysis and design - Earthquake and structural engineering - New building materials and concrete technology - Sustainable building and energy conservation - Housing and planning - Construction management - Optimal design of structuresPlease note that the journal will not accept papers in the area of hydraulic or geotechnical engineering, traffic/transportation or road making engineering, and on materials relevant to non-structural buildings, e.g. materials for road making and asphalt.  Although the journal will publish authoritative papers on theoretical and experimental research works and advanced applications, it may also feature, when appropriate:  a) tutorial survey type papers reviewing some fields of civil engineering; b) short communications and research notes; c) book reviews and conference announcements.
期刊最新文献
Analytical and numerical solution of free vibration analysis of structural systems and tall buildings: Double-Beam systems Timoshenko Application of BIM technology in road infrastructures: choice of the best variant using TOPSIS & ELECTRE III methods Machine learning-assisted optimization of eco-friendly concrete paving blocks incorporating textile sludge and glass powder for sustainable construction Axial deformation prediction in back-to-back CFS built-up columns using machine learning A metaheuristic-driven framework for sustainable material selection in energy-conscious infrastructure projects
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1