Interior point stabilization for column generation

Interior point stabilization for column generation

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Article ID: iaor20083420
Country: Netherlands
Volume: 35
Issue: 5
Start Page Number: 660
End Page Number: 668
Publication Date: Sep 2007
Journal: Operations Research Letters
Authors: , ,
Keywords: vehicle routing & scheduling
Abstract:

Interior point stabilization is an acceleration method for column generation algorithms. It addresses degeneracy and convergence difficulties by selecting a dual solution inside the optimal space rather than retrieving an extreme point. The method is applied to the case of the vehicle routing problem with time windows.

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