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Average-Case Analysis

  • Julien Bramel
  • David Simchi-Levi
Part of the Springer Series in Operations Research book series (ORFE)

Abstract

Worst-case performance analysis is one method of characterizing the effectiveness of a heuristic. It provides a guarantee on the maximum relative difference between the solution generated by the heuristic and the optimal solution for any possible problem instance, even those that are not likely to appear in practice. Thus, a heuristic that works well in practice may have a weak worst-case performance, if, for example, it provides very bad solutions for one (or more) pathological instance(s).

Keywords

Travel Salesman Problem Large Size Problem Item Size Maximum Relative Difference Eulerian Graph 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer-Verlag New York, Inc. 1997

Authors and Affiliations

  • Julien Bramel
    • 1
  • David Simchi-Levi
    • 2
  1. 1.Management Science Division Graduate School of BusinessColumbia UniversityNew YorkUSA
  2. 2.Department of Industrial Engineering and Management SciencesNorthwestern UniversityEvanstonUSA

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