Interactive Inverse Modeling Based Multiobjective Evolutionary Algorithm
Abstract
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.
Main Authors
Format
Books
Book part
Published
2019
Series
Subjects
Publication in research information system
Publisher
Springer
The permanent address of the publication
https://urn.fi/URN:NBN:fi:jyu-201911214962Use this for linking
Parent publication ISBN
978-3-319-89986-2
Review status
Peer reviewed
ISSN
1871-3033
DOI
https://doi.org/10.1007/978-3-319-89988-6_18
Language
English
Published in
Computational Methods in Applied Sciences
Is part of publication
Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences
Citation
- 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). Springer. Computational Methods in Applied Sciences, 48. https://doi.org/10.1007/978-3-319-89988-6_18
License
Copyright© Springer International Publishing AG 2019