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Evolutionary Learning
Explicit Components
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Octopus
Supervised Learning
Utilities
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Hypervolume Contributions

Calculates the Hypervolume contributions of a multi-dimensional set of points in relation to a reference point

Inputs

NameIDDescriptionType
Octopus SolutionOSThe solutions to calculate the HV forOctopus Solution
Reference Point coordinateRThe point in objective space against which the Hypervolume is calculated, given by only one coordinate which is applied to each objective dimension. The coordinate relates to the normalized pareto-front which is between 0 and 1Number

Outputs

NameIDDescriptionType
HV+HV+The Hypervolume Contribution of the solutions in the pareto frontNumber
pareto BoundsPBThe bounds of the objectives in the pareto-frontDomain
total BoundsTBThe bounds of the objectives in the entire set suppliedDomain
Front SolutionsFthe pareto frontOctopus Solution
non-Front SolutionsNthe solutions not part of the pareto frontOctopus Solution

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