Dynamic Bundle Methods: Application to Combinatorial Optimization

Lagrangian relaxation is a popular technique to solve difficult optimization problems. However, the applicability of this technique depends on having a relatively low number of hard constraints to dualize. When there are exponentially many hard constraints, it is preferable to relax them dynamical...

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Bibliographic Details
Main Authors: Belloni, Alexandre, Sagastizabal, Claudia
Format: Working Paper
Language:en_US
Published: Massachusetts Institute of Technology, Operations Research Center 2004
Online Access:http://hdl.handle.net/1721.1/5538