Title :
A Hybrid Meta-Heuristic for the VRPTW with Cluster-Dependent Tour Starts in the Newspaper Industry
Author :
Bohnlein, D. ; Gahm, Christian ; Tuma, Axel
Author_Institution :
Dept. of Production & Environ. Manage., Univ. of Augsburg, Augsburg
Abstract :
The newspaper industry implies a special optimization problem: Vehicle routes have to be executed directly after print finalization in order to supply customers in time. Hereby, the underlying vehicle routing problem with time windows has additional constraints: heterogeneous editions per vehicle and cluster-dependent tour starts due to differing completion times of editions.In this contribution, this problem is defined as a vehicle routing problem with time windows and cluster-dependent tour starts (VRPTWCD), caused by the allocation of editions to clusters and different edition completion times. This implicates the need for a new solution procedure. The well known methods Ant Colony Optimization and Tabu Search are combined and enhanced by additional parameters, resulting in a first approach (named AntTabu) for solving the VRPTWCD. This hybrid meta-heuristic, integrated in an application software for the newspaper industry, is applied to a real life application case of one of the largest newspaper companies in Germany.
Keywords :
optimisation; publishing; search problems; Germany; Tabu search; VRPTW; ant colony optimization; cluster-dependent tour; edition completion times; heterogeneous editions; hybrid meta-heuristic; newspaper industry; optimization problem:; vehicle routing problem; Advertising; Application software; Cost function; Customer satisfaction; Environmental management; Job shop scheduling; Logistics; Production systems; Routing; Vehicles;
Conference_Titel :
System Sciences, 2009. HICSS '09. 42nd Hawaii International Conference on
Conference_Location :
Big Island, HI
Print_ISBN :
978-0-7695-3450-3
DOI :
10.1109/HICSS.2009.16