Description Usage Arguments Value References

Builds and returns the multi-objective DTLZ3 test problem. The formula
is very similar to the formula of DTLZ2, but it uses the *g* function
of DTLZ1, which introduces a lot of local Pareto-optimal fronts. Thus, this
problems is well suited to check the ability of an optimizer to converge
to the global Pareto-optimal front.

The DTLZ3 test problem is defined as follows:

Minimize *
f[1](X) = (1 + g(XM)) * cos(x[1] * pi/2) * cos(x[2] * pi/2) * ... * cos(x[M-2] * pi/2) * cos(x[M-1] * pi/2)*

Minimize *
f[2](X) = (1 + g(XM)) * cos(x[1] * pi/2) * cos(x[2] * pi/2) * ... * cos(x[M-2] * pi/2) * sin(x[M-1] * pi/2)*

Minimize *
f[3](X) = (1 + g(XM)) * cos(x[1] * pi/2) * cos(x[2] * pi/2) * ... * sin(x[M-2] * pi/2)*

*...*

Minimize *
f[M-1](X) = (1 + g(XM)) * cos(x[1] * pi/2) * sin(x[2] * pi/2)*

Minimize *
f[M](X) = (1 + g(XM)) * sin(x[1] * pi/2)*

with *0 <= x[i] <= 1*, for *i=1,2,...,n*

where *
g(XM) = 100 * (|XM| + sum{x[i] in XM} {(x[i] - 0.5)^2 - cos(20 * pi * (x[i] - 0.5))})*

1 | ```
makeDTLZ3Function(dimensions, n.objectives)
``` |

`dimensions` |
[ |

`n.objectives` |
[ |

[`smoof_multi_objective_function`

]

K. Deb and L. Thiele and M. Laumanns and E. Zitzler. Scalable Multi-Objective Optimization Test Problems. Computer Engineering and Networks Laboratory (TIK), Swiss Federal Institute of Technology (ETH) Zurich, 112, 2001

smoof documentation built on Aug. 14, 2017, 5:02 p.m.

Embedding an R snippet on your website

Add the following code to your website.

For more information on customizing the embed code, read Embedding Snippets.