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Recently in my material science research, I have encountered problems of very large scale linear optimization. I read the introductory book "Introduction to Linear Optimization (Athena Scientific Series in Optimization and Neural Computation, 6)" and I wish to read further trying to resolve the very large scale linear programming problem I encountered.

What books would you suggest me to read to further develop my knowledge? Thank you:)

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  • $\begingroup$ mathoverflow.net/questions/184224/… $\endgroup$
    – Carlo Beenakker
    Commented Oct 13, 2014 at 6:31
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    $\begingroup$ Can you quantify "very large scale"? $\endgroup$
    – David Ketcheson
    Commented Oct 13, 2014 at 8:22
  • $\begingroup$ Are you interested in Linear Programs or also Mixed Integer Linear Programs? Can you quantify the usual number of variables and/or constraints? $\endgroup$
    – J Fabian Meier
    Commented Oct 15, 2014 at 13:34

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Have a look at Marti, Reinelt: The Linear Ordering Problem. This books gives an up-to-date overview.

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