全部 标题 作者
关键词 摘要

OALib Journal期刊
ISSN: 2333-9721
费用:99美元

查看量下载量

相关文章

更多...

A Bi-Objective Study of the Weekly Stability of Household Waste Collection in the City of Conakry, with the Number of Single-Frequency Collection Points Is Greater than That of Double-Collection Points

DOI: 10.4236/jamp.2026.141012, PP. 241-257

Keywords: Waste Collection, Conakry, Optimization, VRP, CARP, Waste Management

Full-Text   Cite this paper   Add to My Lib

Abstract:

This article examines the weekly optimization of household waste collection in Conakry, Guinea. Faced with increasing waste volumes, the study proposes an organization into two sets of routes: at the beginning ( S deb ) and end of the week ( S fin ). The objective is twofold: to minimize the total cost (distance traveled) and to maximize stability between these two sets, i.e., to reduce their differences. The methodology is based on a mathematical model of the Vehicle Routing Problem with Time Windows (VRPTW) type, adapted to account for collection frequency (once or twice a week). The central hypothesis is that the number of single-frequency collection points is greater than that of double-collection points. For this scenario, two heuristic methods are designed and tested on modified Solomon instances. The results indicate a trade-off between the objectives. Method 1, which first builds tours for the Z c 2 nodes and then inserts the Z c 1 nodes, generally yields better results in terms of cost reduction. Method 2, which iteratively completes each existing tour, favors better overall stability between the beginning- and end-of-week routes. Thus, the choice of method depends on the priority set by the decision-maker: cost minimization or pursuit of operational stability.

References

[1]  Fofana, S. (2020) Challenges of Solid Waste Collection in Conakry. African Journal of Environmental Science, 14, 145-155.
[2]  Diallo, M. and Camara, D. (2018) Waste Management Strategies in Conakry.
[3]  Adelekan, I.O. (2016) Waste Management in Africa: A Review of Current Practices. African Journal of Environmental Science and Technology, 10, 132-142.
[4]  Oteng-Ababio, M. (2012) Solid Waste Management in Ghana: Challenges and Opportunities. Waste Management & Research, 30, 878-885.
[5]  Madaeni, S.H., Sasanpour, K. and Hosseini, S.M. (2018) Optimization of Waste Collection Using Vehicle Routing Problems. Transportation Research Part E, 116, 1-15.
https://doi.org/10.1016/j.tre.2018.05.004
[6]  Campbell, J.F., and Savelsbergh, M.W.P. (2015) Vehicle Routing for Waste Collection: A Review. Computers & Operations Research, 62, 1-12.
https://doi.org/10.1016/j.cor.2015.03.020
[7]  Chen, Y., He, L. and Li, J. (2021) Sustainable Waste Collection: A Case Study in Urban Areas. Sustainability Journal, 13, Article 2150.
https://doi.org/10.3390/su13042150
[8]  Zhang, S., Zhao, M. and Liu, W. (2017) Efficient Waste Collection Using Smart Technologies. Journal of Cleaner Production, 142, 567-575.
https://doi.org/10.1016/j.jclepro.2016.10.090
[9]  Zhou, J., Wang, L. and Zhong, R.Y. (2019) Vehicle Routing Problem in Waste Collection: A Review. Waste Management, 85, 23-35.
https://doi.org/10.1016/j.wasman.2018.12.009
[10]  Le, T.A., Chiu, Y.-C. and Chou, C.-C. (2021) Vehicle Routing Problems in Waste Management: A Study. International Journal of Production Economics, 231, Article 107845.
https://doi.org/10.1016/j.ijpe.2020.107845
[11]  Ong, H.L., Goh, T.N., Poh, K.L. and Lim, C.C. (1990) A Computerised Vehicle Routing System for Refuse Collection. Advances in Engineering Software (1978), 12, 54-58.
https://doi.org/10.1016/0141-1195(90)90019-3
[12]  Janssens, G.K. (1993) Fleet Size Determination for Waste Oil Collection in the Province of Antwerp. Yugoslav Journal of Operational Research, 3, 103-113.
[13]  Eisenstein, D.D. and Iyer, A.V. (1997) Garbage Collection in Chicago: A Dynamic Scheduling Model. Management Science, 43, 922-933.
https://doi.org/10.1287/mnsc.43.7.922
[14]  Shih, L. and Chang, H. (2001) A Routing and Scheduling System for Infectious Waste Collection. Environmental Modeling & Assessment, 6, 261-269.
https://doi.org/10.1023/a:1013342102025
[15]  Toth, P. and Vigo, D. (2003) The Granular Tabu Search and Its Application to the Vehicle-Routing Problem. INFORMS Journal on Computing, 15, 333-346.
https://doi.org/10.1287/ijoc.15.4.333.24890

Full-Text

Contact Us

service@oalib.com

QQ:3279437679

WhatsApp +8615387084133