A decomposition based memetic algorithm for multi-objective vehicle routing problem with time windows

A decomposition based memetic algorithm for multi-objective vehicle routing problem with time windows

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Article ID: iaor201527128
Volume: 62
Issue: 6
Start Page Number: 61
End Page Number: 77
Publication Date: Oct 2015
Journal: Computers and Operations Research
Authors: , , , ,
Keywords: combinatorial optimization, heuristics
Abstract:

  • We develop a memetic algorithm following the framework of MOEA/D for MO‐VRPTW
  • A special selection operation is designed according to the character of MO‐VRPTW.
  • The proposed algorithm periodically employs three types of local search methods.
  • The proposed algorithm performs well on Solomon's problems with long time window.
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