publication . Article . 2015

A Visualization Technique for Accessing Solution Pool in Interactive Methods of Multiobjective Optimization

Filatovas, E.; Dmitry Podkopaev; Kurasova, O.;
Open Access English
  • Published: 23 Jun 2015
  • Publisher: Universitatea Agora
Abstract
<jats:p>&lt;pre&gt;Interactive methods of &lt;span&gt;multiobjective&lt;/span&gt; optimization repetitively derive &lt;span&gt;Pareto&lt;/span&gt; optimal solutions based on decision maker's preference information and present the obtained solutions for his/her consideration. Some interactive methods save the obtained solutions into a solution pool and, at each iteration, allow the decision maker considering any of solutions obtained earlier. This feature contributes to the flexibility of exploring the &lt;span&gt;Pareto&lt;/span&gt; optimal set and learning about the optimization problem. However, in the case of many objective functions, the accumulation of deri...
Subjects
free text keywords: Multiobjective optimization, interactive methods, Pareto front visualization, dimensionality reduction, multidimensional scaling, Multiobjective optimization ; interactive methods ; Pareto front visualization ; dimensionality reduction ; multidimensional scaling
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