Quick Hypervolume

Luís M. S.​Russo

doi:10.1109/TEVC.2013.2281525

2014-08-01

Luís M. S.Russo *

Alexandre P. Francisco

DOI：10.1109/TEVC.2013.2281525

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摘要

En 中文

In this paper, we present a new algorithm for calculating exact hypervolumes. Given a set of d-dimensional points, it computes the hypervolume of the dominated space. Determining this value is an important subroutine of multiobjective evolutionary algorithms. We analyze the quick hypervolume (QHV) algorithm theoretically and experimentally. The theoretical results are a significant contribution to the current state of the art. Moreover, the experimental performance is also very competitive, compared with existing exact hypervolume algorithms.

Keyword:

Diversity methods

hypervolume

multiobjective optimization

performance metrics

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IEEE Transactions on Evolutionary Computation

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1.9K

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2.6W

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