performance_metrics {rmoo}

Objective Values performance metrics

Description

Functions to evaluate the quality of the results obtained by the algorithms, evaluating their diversity and convergence, providing or not some parameters to compare.

Usage

  generational_distance(fitness, reference_points)

Arguments

fitness

Objective values generated by the algorithm.

reference_points

Optimal points to achieve.

Value

A vector with the measurement parameter.

Author(s)

Francisco Benitez

References

Lamont, G., & Veldhuizen, D.V. (1999). Multiobjective evolutionary algorithms: classifications, analyses, and new innovations.