Klee-Minty cubes and the central path
Topic
We consider a family of LO problems over the n-dimensional Klee-Minty
cube and show that the central path may visit all of its vertices in
the same order as simplex methods do. This is achieved by carefully
adding an exponential number of redundant constraints that forces the
central path to take at least 2^n-1 sharp turns. This fact suggests
that any feasible path-following IPM will take at least 2^n iterations
to solve this problem. This construction exhibits the worst-case
iteration-complexity of IPMs. In addition, we discuss some implications
for the curvature of the central path.
Joint work with: Antoine Deza, Eissa Nematollahi, Reza Peyghami and Yuriy Zinhenko.
Joint work with: Antoine Deza, Eissa Nematollahi, Reza Peyghami and Yuriy Zinhenko.
Speakers
    This is a Past Event
  
    Event Type
  
  
    Scientific, Seminar
  
    Date
  
  
    October 25, 2007
  
    Time
  
  
    
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    Location