POPMUSIC for a real-world large-scale vehicle routing problem with time windows
نویسندگان
چکیده
This paper presents a heuristic approach based on the POPMUSIC framework for a large scale Multi Depot Vehicle Routing Problem with Time Windows (MDVRPTW) derived from real world data. Popmusic is a very powerful tool for tackling large problem instances. A Memetic Algorithm (MA) is used as an optimiser in the Popmusic framework. It is shown that a population based search combined with decomposition strategies is a very efficient and flexible tool to tackle real world problems with regards to solution quality as well as runtime.
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ورودعنوان ژورنال:
- JORS
دوره 60 شماره
صفحات -
تاریخ انتشار 2009