irace-package: The irace package: Iterated Racing for Automatic Algorithm...

In irace: Iterated Racing for Automatic Algorithm Configuration

The irace package: Iterated Racing for Automatic Algorithm Configuration

Description

Iterated race is an extension of the Iterated F-race method for the automatic configuration of optimization algorithms, that is, (offline) tuning their parameters by finding the most appropriate settings given a set of instances of an optimization problem. M. López-Ibáñez, J. Dubois-Lacoste, L. Pérez Cáceres, T. Stützle, and M. Birattari (2016) <doi:10.1016/j.orp.2016.09.002>.

Details

License: GPL (>= 2)

Author(s)

Maintainers: Manuel López-Ibáñez and Leslie Pérez Cáceres [e-mail]

References

Manuel López-Ibáñez, Jérémie Dubois-Lacoste, Leslie Pérez Cáceres, Thomas Stützle, and Mauro Birattari. The irace package: Iterated Racing for Automatic Algorithm Configuration. Operations Research Perspectives, 2016. \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1016/j.orp.2016.09.002")}

Manuel López-Ibáñez, Jérémie Dubois-Lacoste, Thomas Stützle, and Mauro Birattari. The irace package, Iterated Race for Automatic Algorithm Configuration. Technical Report TR/IRIDIA/2011-004, IRIDIA, Université Libre de Bruxelles, Belgium, 2011.

Manuel López-Ibáñez and Thomas Stützle. The Automatic Design of Multi-Objective Ant Colony Optimization Algorithms. IEEE Transactions on Evolutionary Computation, 2012.

See Also

irace() for examples and vignette(package = "irace") for the user-guide.

irace documentation built on April 3, 2025, 10:03 p.m.