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GECCO
2010
Springer

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

9 years 2 months ago
Benchmarking a MOS-based algorithm on the BBOB-2010 noiseless function testbed
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 Multiple Offspring Sampling framework, which allows the seamless combination of multiple metaheuristics in a dynamic algorithm capable of adjusting the participation of each of the composing algorithms according to their current performance. The experimental results show a robust behavior of the algorithm and a good scalability as the dimensionality increases. Categories and Subject Descriptors
Antonio LaTorre, Santiago Muelas, José Mar&
Added 30 Aug 2010
Updated 30 Aug 2010
Type Conference
Year 2010
Where GECCO
Authors Antonio LaTorre, Santiago Muelas, José María Peña
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