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emoa

A collection of building blocks for the design and analysis of evolutionary multiobjective optimization algorithms.

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install.packages('emoa')

Monthly Downloads

4,672

Version

0.5-2

License

GPL-2

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Repository

https://github.com/olafmersmann/emoa/

Maintainer

Olaf Mersmann

Last Published

January 26th, 2024

Functions in emoa (0.5-2)

emoa_console_logger

console logger

steady_state_emoa_control

Steady state EMOA parameters

sbx_operator

Simulated binary crossover operator

emoa_control

Basic EMOA control parameters.

which_points_on_edge

Determine which points are on the edge of a Pareto-front approximation.

nds_rank

Nondominated sorting ranks

Return first non null argument.

hypervolume_indicator

Binary quality indicators

dominance_matrix

Calculate the dominance matrix of a set of points

inbounds

Clip value to a given range

emoa_logger

generic logger factory

pm_operator

Polynomial mutation operator

sbx_control

Simulated binary crossover (SBX) control parameters

emoa_null_logger

null logger

UF1

Functions from the CEC 2009 EMOA competition.

dominated_hypervolume

Dominated Hypervolume calculation

cec2007

CEC 2007 multiobjective optimization competition results

is_dominated

Pareto dominance checks.

sympart

Functions from the CEC 2007 EMOA competition.

normalize_points

Scale point cloud

pm_control

Polynomial muation (PM) control parameters