Issue |
MATEC Web Conf.
Volume 108, 2017
2017 International Conference on Mechanical, Aeronautical and Automotive Engineering (ICMAA 2017)
|
|
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Article Number | 10007 | |
Number of page(s) | 4 | |
Section | Control Theory and Technology | |
DOI | https://doi.org/10.1051/matecconf/201710810007 | |
Published online | 31 May 2017 |
Responses’ Prediction Standard Error Analysis in Pareto Solutions
1 Instituto Politécnico de Setúbal – Escola Superior de Tecnologia de Setúbal, Setúbal, Portugal ;
2 INESC-ID, Rua Alves Redol 9, 1000-029 Lisboa Portugal ;
3 UNIDEMI, Faculdade de Ciências e Tecnologia-Universidade Nova de Lisboa, 2829-516 Caparica, Portugal
1 e-mail: nuno.costa@estsetubal.ips.pt,
2 e-mail: joao.lourenco@estsetubal.ips.pt
A Pareto front provides to the decision-maker a set of optimal solutions from where a unique solution should be selected to solve a multiresponse problem. However, the responses’ prediction standard error for each one of the optimal solutions is different, which impacts on the reproducibility of Pareto solutions. This means that the decision-maker has to take into account the responses’ prediction standard error in the solution selection process. For this purpose, a metric is presented. A bi-objective problem is used as example and results displayed graphically.
© The Authors, published by EDP Sciences, 2017
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