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Decision Making on Pareto Front Approximations with Inherent Nondominance

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Hartikainen, M., Miettinen, K., & Wiecek, M. M. (2011). Decision Making on Pareto Front Approximations with Inherent Nondominance. In Y. Shi, S. Wang, G. Kou, & J. Wallenius (Eds.), Proceedings of the 2nd International Conference on Applied Operational Research - ICAOR'10 (pp. 35-45). Springer. Lecture Notes in Economics and Mathematical Systems, 648. https://doi.org/10.1007/978-3-642-19695-9_3
Published in
Lecture Notes in Economics and Mathematical Systems
Authors
Hartikainen, Markus |
Miettinen, Kaisa |
Wiecek, Margaret M.
Editors
Shi, Yong |
Wang, Shouyang |
Kou, Gang |
Wallenius, Jyrki
Date
2011
Discipline
TietotekniikkaMathematical Information Technology
Copyright
© 2011 Springer

 
t Approximating the Pareto fronts of nonlinear multiobjective optimization problems is considered and a property called inherent nondominance is proposed for such approximations. It is shown that an approximation having the above property can be explored by interactively solving a multiobjective optimization problem related to it. This exploration can be performed with available interactive multiobjective optimization methods. The ideas presented are especially useful in solving computationally expensive multiobjective optimization problems with costly function value evaluations.
Publisher
Springer
ISBN
978-3-642-19694-2
Parent publication ISBN
Is part of publication
Proceedings of the 2nd International Conference on Applied Operational Research - ICAOR'10
ISSN Search the Publication Forum
0075-8442
Keywords
Multiobjective Optimization monitavoiteoptimointi
DOI
https://doi.org/10.1007/978-3-642-19695-9_3
URI

http://urn.fi/URN:NBN:fi:jyu-201607283685

Publication in research information system

https://converis.jyu.fi/converis/portal/detail/Publication/20764040

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