Logistics simulation and optimization
Beskrivning
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.
Visa merPubliceringsår
2022
Typ av data
Upphovspersoner
HAMK Tech - Utgivare
Genrikh Ekkerman - Upphovsperson
Olli Koskela - Upphovsperson
Olli Niemitalo - Upphovsperson
Projekt
Övriga uppgifter
Vetenskapsområden
Språk
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Öppet