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GECCO
2010
Springer

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

9 years 2 months ago
Benchmarking a MOS-based algorithm on the BBOB-2010 noisy function testbed
In this paper, a hybrid algorithm based on the Multiple Offspring Sampling framework is presented and benchmarked on the BBOB-2010 noisy testbed. MOS allows the seamless combination of multiple metaheuristics in a hybrid algorithm capable of dynamically adjusting the participation of each of the composing algorithms. The experimental results show a good performance on functions with moderate noise. However, on functions with severe noise the results deteriorate, which suggests that further research should be conducted to find more adequate control mechanisms for these types of functions. 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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