computeHV

computeHVContr

The function <code>computeHV</code> computes the dominated
hypervolume of a set of points given a reference set whereby
<code>computeHVContr</code> computes the hypervolume contribution
of each point.
If no reference point is given the nadir point of the set <code>x</code> is
determined and a positive offset with default 1 is added. This is to ensure
that the reference point dominates all of the points in the reference set.

Framework for building evolutionary algorithms for both single- and multi-objective continuous or discrete optimization problems. A set of predefined evolutionary building blocks and operators is included. Moreover, the user can easily set up custom objective functions, operators, building blocks and representations sticking to few conventions. The package allows both a black-box approach for standard tasks (plug-and-play style) and a much more flexible white-box approach where the evolutionary cycle is written by hand.

Jakob Bossek

Evolutionary Computation in R

Michael H. Buselli

Wessel Dankers

Carlos M. Fonseca

Manuel Lopez-Ibanez

Luis Paquete

Joshua Knowles

Eckart Zitzler

Olaf Mersmann

computeHV function

<dl><dt>x</dt>
<dd>[<code>matrix</code>] 
Matrix of points (column-wise).</dd>
<dt>ref.point</dt>
<dd>[<code>numeric</code> | <code>NULL</code>] 
Reference point.
Set to the maximum in each dimension by default if not provided.</dd>
<dt>...</dt>
<dd>[any] 
Not used at the moment.</dd>
<dt>offset</dt>
<dd>[<code>numeric(1)</code>] 
Offset to be added to each component of the reference point only in the case
where no reference is provided and one is calculated automatically.</dd></dl>

Arguments

Functions for the calculation of the dominated hypervolume (contribution). — computeHV

<dl>

<dt>x</dt>
<dd>[<code>matrix</code>] 
Matrix of points (column-wise).</dd>


<dt>ref.point</dt>
<dd>[<code>numeric</code> | <code>NULL</code>] 
Reference point.
Set to the maximum in each dimension by default if not provided.</dd>


<dt>...</dt>
<dd>[any] 
Not used at the moment.</dd>


<dt>offset</dt>
<dd>[<code>numeric(1)</code>] 
Offset to be added to each component of the reference point only in the case
where no reference is provided and one is calculated automatically.</dd>

</dl>

Functions for the calculation of the dominated hypervolume (contribution).

computeHV: Functions for the calculation of the dominated hypervolume (contribution).

Description

Usage

Value

Arguments