Smart City Gnosys

Smart city article details

Title	Genetic Algorithm Based Optimized Waste Collection In Smart Cities
ID_Doc	27861
Authors	Ozmen M.; Sahin H.; Koray O.
Year	2020
Published	2020 International Conference on Electrical Engineering, ICEE 2020
DOI	http://dx.doi.org/10.1109/ICEE49691.2020.9249837
Abstract	In recent years, the concept of smarts cities emerged to cope with the growth that cities around the world are facing. There are lots of problem areas in smart cities such as smart education, health, buildings, shopping, traffic management, etc. Waste management is one complex and effective problems of urbanization that is needed to be solved in smart cities. Route planning for waste collection and garbage trucks is a known issue in waste management. In this project, a genetic algorithm is proposed to address the problem of waste collection route using a truck fleet. The algorithm was tested in a simplified real state in single area and proved to be applicable to real-world scenarios based solely on the actual data of waste collection of cities. © 2020 IEEE.
Author Keywords	Genetic Algorithm; Optimization; Smart Cities; Waste Management

Similar Articles

Id	Similarity	Authors	Title	Published
40686	0.924	Aktemur I.; Erensoy K.; Kocyigit E.	Optimization Of Waste Collection In Smart Cities With The Use Of Evolutionary Algorithms	HORA 2020 - 2nd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Proceedings (2020)
61438	0.904	Hurtado-Olivares D.; Hernández-Aguilar J.A.; Ochoa-Zezzatti A.; Zavala-Díaz J.C.; Santamaría-Bonfil G.	Waste Collection Of Touristics Services Sector Residues Vehicle Routing Problem With Time Windows To An Industrial Polygon In A Smart City	Lecture Notes in Intelligent Transportation and Infrastructure, Part F1390 (2021)
47339	0.898	Daoud G.; El-Darieby M.	Scalable Planning Of Garbage Collection In A Smart City	2023 IEEE International Conference on Smart Mobility, SM 2023 (2023)
19750	0.89	Dolinina O.; Pechenkin V.; Gubin N.; Aizups J.; Kuzmin A.	Development Of Semi-Adaptive Waste Collection Vehicle Routing Algorithm For Agglomeration And Urban Settlements	Advances in Information, Electronic and Electrical Engineering, AIEEE 2019 - Proceedings of the 7th IEEE Workshop, 2019-November (2019)
45541	0.89	Cui J.; Yan Y.; Jiang L.; Zhang L.; Xu W.	Research On Optimization Of Waste Sorting And Transportation Network In Smart Cities Based On Garbage Volume Prediction	Discover Computing, 28, 1 (2025)
47078	0.888	Warrier A.; Patel D.; Ghane S.; Vhatkar A.	Route Optimization Using Clustering And K Opt Optimization For Garbage Collection	2nd International Conference on Emerging Trends in Information Technology and Engineering, ic-ETITE 2024 (2024)
1702	0.886	Su S.; Hu J.; Li W.; Esztergár-Kiss D.; Zhou T.	A Flexible Waste Bin Number Allocation Plan Applied To Waste Transportation Electric Fleets In Smart Cities	Sustainable Cities and Society, 121 (2025)
21387	0.886	Alwabli A.; Kostanic I.; Malky S.	Dynamic Route Optimization For Waste Collection And Monitering Smart Bins Using Ant Colony Algorithm	2020 IEEE 2nd International Conference on Electronics, Control, Optimization and Computer Science, ICECOCS 2020 (2020)
34034	0.885	Abdullah N.; Al-wesabi O.A.; Mohammed B.A.; Al-Mekhlafi Z.G.; Alazmi M.; Alsaffar M.; Baklizi M.; Sumari P.	Iot-Based Waste Management System In Formal And Informal Public Areas In Mecca	International Journal of Environmental Research and Public Health, 19, 20 (2022)
10405	0.881	Ahmed K.; Kumar Dubey M.; Kumar A.; Dubey S.	Artificial Intelligence And Iot Driven System Architecture For Municipality Waste Management In Smart Cities: A Review	Measurement: Sensors, 36 (2024)