Decision Making on Pareto Front Approximations with Inherent Nondominance

@inproceedings{Hartikainen2011DecisionMO,
  title={Decision Making on Pareto Front Approximations with Inherent Nondominance},
  author={Markus Hartikainen and Kaisa Miettinen and Margaret M. Wiecek},
  year={2011}
}
Approximating the Pareto fronts of nonlinear multiobjective optimization problems is considered and a property called inherent nondominance is proposed for such approximations. It is shown that an approximation having the above property can be explored by interactively solving a multiobjective optimization problem related to it. This exploration can be performed with available interactive multiobjective optimization methods. The ideas presented are especially useful in solving computationally… CONTINUE READING
BETA

Similar Papers

Figures from this paper.

References

Publications referenced by this paper.
SHOWING 1-10 OF 25 REFERENCES

Tchebycheff approximation in Gaussian Process model composition for multi-objective expensive black box

  • 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence)
  • 2008
VIEW 1 EXCERPT