Decision Making on Pareto Front Approximations with Inherent Nondominance

Markus Hartikainen, Kaisa Miettinen and Margaret M. Wiecek
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Markus Hartikainen: University of Jyväskylä
Kaisa Miettinen: University of Jyväskylä
Margaret M. Wiecek: University of Jyväskylä

Chapter Chapter 3 in New State of MCDM in the 21st Century, 2011, pp 35-45 from Springer

Abstract: Abstract 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 expensive multiobjective optimization problems with costly function value evaluations.

Keywords: Pareto Front; Multiobjective Optimization; Pareto Optimal; Multiobjective Optimization Problem; Objective Vector (search for similar items in EconPapers)
Date: 2011
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DOI: 10.1007/978-3-642-19695-9_3

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