A genetic algorithm for optimization of integrated scheduling of cranes, vehicles, and storage platforms at automated container terminals

A genetic algorithm for optimization of integrated scheduling of cranes, vehicles, and storage platforms at automated container terminals

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Article ID: iaor20141708
Volume: 270
Issue: 6
Start Page Number: 545
End Page Number: 556
Publication Date: Nov 2014
Journal: Journal of Computational and Applied Mathematics
Authors: , ,
Keywords: allocation: resources, combinatorial optimization, heuristics: genetic algorithms
Abstract:

  • A new genetic algorithm for the integrated scheduling of handling and storage equipment was developed.
  • The control parameters of the GA were examined.
  • The proposed GA was compared against a previously developed algorithm.
  • Integrated and non‐integrated scheduling methods were examined in large scale test cases.
  • Three various dwell point policies for the storage platforms were examined.

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