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
Published inComputational Methods in Applied Sciences
© 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.