Optimizing Municipal Solid Waste collection using Chaotic Particle Swarm Optimization in GIS based environments: A case study at Danang city, Vietnam
作者:
Highlights:
• We focused on the Municipal Solid Waste collection problem at Danang city.
• A novel vehicle routing model for Danang was generated.
• A hybrid between Chaotic Particle Swarm Optimization and ArcGIS was proposed.
• The proposed method was validated experimentally on the real dataset of Danang.
• It obtained better total collected waste quantities than the relevant methods.
摘要
•We focused on the Municipal Solid Waste collection problem at Danang city.•A novel vehicle routing model for Danang was generated.•A hybrid between Chaotic Particle Swarm Optimization and ArcGIS was proposed.•The proposed method was validated experimentally on the real dataset of Danang.•It obtained better total collected waste quantities than the relevant methods.
论文关键词:ArcGIS,Chaotic Particle Swarm Optimization,Vehicle routing model,Heuristic algorithms,Municipal Solid Waste collection
论文评审过程:Available online 19 July 2014.
论文官网地址:https://doi.org/10.1016/j.eswa.2014.07.020