A faster algorithm for calculating hypervolume

We present an algorithm for calculating hypervolume exactly, the Hypervolume by Slicing Objectives (HSO) algorithm, that is faster than any that has previously been published. HSO processes objectives instead of points, an idea that has been considered before but that has never been properly evaluat...

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Bibliographic Details
Published in:IEEE transactions on evolutionary computation 2006-02, Vol.10 (1), p.29-38
Main Authors: While, L., Hingston, P., Barone, L., Huband, S.
Format: Article
Language:English
Subjects:
Algorithmics. Computability. Computer arithmetics
Algorithms
Applied sciences
Australia Council
Benchmarking
Computer science
Computer science
control theory
systems
Evolutionary algorithms
Evolutionary computation
Exact sciences and technology
Extraterrestrial measurements
hypervolume
Mathematical analysis
multiobjective optimization
Optimization
performance metrics
Polynomials
Random number generation
Size measurement
Slicing
Software engineering
Theoretical computing
Utilities
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