irace
swMATH ID: | 8008 |
Software Authors: | López-Ibáñez, Manuel; Dubois-Lacoste, Jérémie; Stützle, Thomas; Birattari, Mauro; Yuan, Eric; Balaprakash, Prasanna |
Description: | The irace Package: Iterated Race for Automatic Algorithm Configuration. The irace package implements the iterated racing procedure, which is an extension of the Iterated F-race procedure. Its main purpose is to automatically configure optimization algorithms by finding the most appropriate settings given a set of instances of an optimization problem. It builds upon the race package by Birattari and it is implemented in R. Keywords: automatic configuration, offline tuning, parameter tuning, racing, F-race. Relevant literature: 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. |
Homepage: | http://iridia.ulb.ac.be/irace/ |
Dependencies: | R |
Related Software: | SPOT; Paramils; SMAC; VRP; Tabu search; NSGA-II; CPLEX; SATenstein; TTTPLOTS; PERL; TSPLIB; DIMACS; R; SATzilla; AClib; Gurobi; CPU Benchmarks; MOEA/D; Auto-WEKA; Scatter Search |
Cited in: | 251 Documents |
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