Quality Assessment of Pareto Set Approximations

@inproceedings{Zitzler2008QualityAO,
  title={Quality Assessment of Pareto Set Approximations},
  author={Eckart Zitzler and Joshua D. Knowles and Lothar Thiele},
  booktitle={Multiobjective Optimization},
  year={2008}
}
This chapter reviews methods for the assessment and comparison of Pareto set approximations. Existing set quality measures from the literature are critically evaluated based on a number of orthogonal criteria, including invariance to scaling, monotonicity and computational effort. Statistical aspects of quality assessment are also considered in the chapter. Three main methods for the statistical treatment of Pareto set approximations deriving from stochastic generating methods are reviewed. The… CONTINUE READING
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References

Publications referenced by this paper.
Showing 1-10 of 45 references

Interactive Decision Maps. Approximation and Visualization of Pareto Frontier

  • A. V. Lotov, V. A. Bushenkov, G. K. Kamenev
  • 2004
Highly Influential
6 Excerpts

Practical Nonparametric Statistics, 3rd edn

  • W. J. Conover
  • 1999
Highly Influential
7 Excerpts

Evaluating the quality of approximations of the nondominated set. Technical report, Institute of Mathematical Modeling, Technical University of Denmark

  • M. P. Hansen, A. Jaszkiewicz
  • IMM Technical Report IMM-REP-1998-7
  • 1998
Highly Influential
6 Excerpts

Pareto simulated annealing—a metaheuristic for multiobjective combinatorial optimization

  • P. Czyzak, A. Jaskiewicz
  • Multi-Criteria Decision Analysis
  • 1998
Highly Influential
4 Excerpts

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