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 enemmänJulkaisuvuosi
2022
Aineiston tyyppi
Tekijät
HAMK Tech - Julkaisija
Genrikh Ekkerman - Tekijä
Olli Koskela - Tekijä
Olli Niemitalo - Tekijä
Projekti
Muut tiedot
Tieteenalat
Kieli
Saatavuus
Avoin