Logistics simulation and optimization

Kuvaus

A demo of simulation and optimization of glass waste pickup selected municipalities in Finland. Two weeks of waste transportation traffic is simulated, with the routes (a list of locations for each vehicle, for each day) optimized by a genetic algorithm utilizing a simulator to calculate and minimize a cost function that depends on the routing. A monetary cost is calculated based on fuel consumption, overtime work, and daily penalties for overfull pickup sites. As can be seen in the above animation, the optimization does not care what happens after the two-week period, and many of the pickup sites are almost full at the end.
Näytä enemmän

Julkaisuvuosi

2022

Aineiston tyyppi

Tekijät

HAMK Tech - Julkaisija

Genrikh Ekkerman - Tekijä

Olli Koskela - Tekijä

Olli Niemitalo - Tekijä

Projekti

Muut tiedot

Tieteenalat

Kieli

Saatavuus

Avoin

Lisenssi

Apache Software License 2.0

Avainsanat

route optimization, genetic algorithm, traveling salesman problem

Asiasanat

Ajallinen kattavuus

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Liittyvät aineistot