Logistics simulation and optimization
Description
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.
Show moreYear of publication
2022
Authors
HAMK Tech - Publisher
Genrikh Ekkerman - Creator
Olli Koskela - Creator
Olli Niemitalo - Creator
Other information
Open access
Open
License
Apache Software License 2.0
Keywords
route optimization, genetic algorithm, traveling salesman problem