作者
Piotr Nowakowski, Krzysztof Szwarc, Urszula Boryczka
发表日期
2018/8/1
期刊
Transportation Research Part D: Transport and Environment
卷号
63
页码范围
1-22
出版商
Pergamon
简介
Mobile collection of e-waste on demand is one of the methods that can contribute to an increase in the collection rate of waste. In this method, a person requests the waste pick up from a household at a preferred time. To support such a collection method an efficient algorithm and information system for convenient waste disposal for residents has to be applied.
Our study investigates using artificial intelligence algorithms for solving the vehicle routing problem with time windows for a heterogeneous fleet of waste collection vehicles. We present an algorithm and a productive model of the online system enabling comprehensive communication for people that request waste equipment for collection, registering of data and solving the VRPTW. The system includes parametric models of four algorithms (simulated annealing, tabu search, greedy, bee colony optimization). The result of the optimization is the assignment of a …
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