Interactive Inverse Modeling Based Multiobjective Evolutionary Algorithm
Sindhya, K., & Hakanen, J. (2019). Interactive Inverse Modeling Based Multiobjective Evolutionary Algorithm. In E. Minisci, M. Vasile, J. Periaux, N. R. Gauger, K. C. Giannakoglou, & D. Quagliarella (Eds.), Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences (pp. 303-315). Computational Methods in Applied Sciences, 48. Cham: Springer. doi:10.1007/978-3-319-89988-6_18
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Computational Methods in Applied SciencesDate
2019Discipline
TietotekniikkaCopyright
© Springer International Publishing AG 2019
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.
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SpringerParent publication ISBN
978-3-319-89986-2Is part of publication
Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and SciencesISSN Search the Publication Forum
1871-3033Keywords
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