The Algorithm That Opens the Way for Delivery Companies
Universitat Politecnica de Catalunya (12/04/08)
Universitat Politecnica de Catalunya doctoral student Miquel
Angel Estrada has developed a delivery optimization system that uses a
tabu search-based metaheuristic algorithm to help delivery companies
find the best way of transporting and delivering their goods. The
system defines the route, size of the vehicles used, and the location
of stopping points, and can estimate the cost of the delivery and
choose a strategy for sending the goods from three possible options.
The system creates conclusions based on the variables involved. For
example, the cost of handling goods in a hub affects the ideal-capacity
calculations for the vehicles at the loading bays. The system
demonstrates that small packages should be shipped in large trucks when
handling costs are low, but vans, which can be filled faster, are
better when handling costs are high. Estrada's system has been applied
in situations where the vehicles are carrying full loads, and has
reduced costs by 7 percent compared to solutions provided by other
heuristic methods, and has improved costs by more than 12 percent when
partial loads are used. The system also can calculate the extra costs
delivery companies experience when vehicles are stuck in traffic, and
estimates that costs rise exponentially in areas where the traffic
circulates at an average of less than 40 km/h for at least four hours a
day.
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