6533b85dfe1ef96bd12bddbc

RESEARCH PRODUCT

Interactive Inverse Modeling Based Multiobjective Evolutionary Algorithm

Jussi HakanenKarthik Sindhya

subject

Mathematical optimizationComputer scienceEvolutionary algorithmProcess (computing)Inverseinverse modelingDecision makermonitavoiteoptimointiMulti-objective optimizationSet (abstract data type)algoritmitmallinnusRepresentation (mathematics)Preference (economics)

description

An interactive version of the inverse modeling based multiobjective evolutionary algorithm is presented. Instead of generating a representation of the whole Pareto optimal front, the algorithm aims at producing solutions in the regions where the decision maker is interested in. This is facilitated through an interactive solution process where the decision maker iteratively evaluates a set of solutions shown to her/him and the preference information obtained is used to adapt the search process of the algorithm. peerReviewed

yearjournalcountryeditionlanguage
2018-07-03
https://doi.org/10.1007/978-3-319-89988-6_18