An approximation algorithm for the maximization version of the two level uncapacitated facility location problem

  • Authors:
  • Adriana Bumb

  • Affiliations:
  • Faculty of Mathematical Sciences, University of Twente, P.O. Box 217, 7500 AE Enschede, The Netherlands

  • Venue:
  • Operations Research Letters
  • Year:
  • 2001

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Abstract

We consider the maximization version of the two level uncapacitated facility location problem, in the following formulation:maxS"1xS"2@?FxEC(S"1,S"2)=maxS"1xS"2@?FxE@?k@?Dmax(i,j)@?S"1xS"2c"i"j"k-@?i@?S"1f"i-@?j@?S"2e"j,where F,E are finite sets and c"i"j"k,f"i,e"j=0 are real numbers. Denote by C^* the optimal value of the problem and by C"R=@?"k"@?"Dmin"("i","j")"@?"F"x"Ec"i"j"k-@?"i"@?"Ff"i-@?"j"@?"Ee"j. We present a polynomial time algorithm based on randomized rounding that finds a solution (S"1,S"2) such thatC(S"1,S"2)-C"R=0.47(C^*-C"R).