Naslov
Solving Practical Vehicle Routing Problem with Time Windows Using Metaheuristic Algorithms

Autori
Taner, Filip ; Galić, Ante ; Carić, Tonči

Izvornik
Promet - Traffic & transportation (0353-5320) 24 (2012), 4; 343-351

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
vehicle routing problem ; metaheuristics ; iterated local search ; simulated annealing

Sažetak
This paper addresses the Vehicle Routing Problem with Time Windows (VRPTW) and shows that implementing algorithms for solving various instances of VRPs can significantly reduce transportation costs that occur during the delivery process. Two metaheuristic algorithms were developed for solving VRPTW: Simulated Annealing and Iterated Local Search. Both algorithms generate initial feasible solution using constructive heuristics and use operators and various strategies for an iterative improvement. The algorithms were tested on Solomon’s benchmark problems and real world vehicle routing problems with time windows. In total, 44 real world problems were optimized in the case study using described algorithms. Obtained results showed that the same distribution task can be accomplished with savings up to 40% in the total travelled distance and that manually constructed routes are very ineffective.

Izvorni jezik
Engleski

Znanstvena područja
Tehnologija prometa i transport

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