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JOURNALS // Zhurnal Vychislitel'noi Matematiki i Matematicheskoi Fiziki // Archive

Zh. Vychisl. Mat. Mat. Fiz., 2014 Volume 54, Number 9, Pages 1455–1464 (Mi zvmmf10087)

This article is cited in 9 papers

Comparison of two Pareto frontier approximations

V. E. Berezkin, A. V. Lotov

Dorodnicyn Computing Center, Russian Academy of Sciences, ul. Vavilova 40, Moscow, 119333, Russia

Abstract: A method for comparing two approximations to the multidimensional Pareto frontier in nonconvex nonlinear multicriteria optimization problems, namely, the inclusion functions method is described. A feature of the method is that Pareto frontier approximations are compared by computing and comparing inclusion functions that show which fraction of points of one Pareto frontier approximation is contained in the neighborhood of the Edgeworth–Pareto hull approximation for the other Pareto frontier.

Key words: multicriteria optimization, comparison of Pareto frontier approximations, Edgeworth–Pareto hull, inclusion function.

UDC: 519.626

Received: 26.12.2013
Revised: 24.03.2014

DOI: 10.7868/S004446691409004X


 English version:
Computational Mathematics and Mathematical Physics, 2014, 54:9, 1402–1410

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