Benchmarking a MOS-based algorithm on the BBOB-2010 noiseless function testbed

Antonio LaTorre, Santiago Muelas, José María Peña
2010 Proceedings of the 12th annual conference comp on Genetic and evolutionary computation - GECCO '10  
In this contribution, a hybrid algorithm combining Differential Evolution and IPOP-CMA-ES is presented and benchmarked on the BBOB 2010 noiseless testbed. The hybrid algorithm has been constructed within the Múltiple Offspring Sampling framework, which allows the seamless combination of múltiple metaheuristics in a dynamic algorithm capable of adjusting the participation of each of the composing algoritmias according to their current performance. The experimental results show a robust behavior
more » ... a robust behavior of the algorithm and a good scalability as the dimensionality increases.
doi:10.1145/1830761.1830785 dblp:conf/gecco/LaTorreMP10 fatcat:vqzwl62xyzfsbbvn5sieq5hox4