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A Memetic Differential Evolution Approach in Noisy Optimization
(Springer, 2010-06)
This paper proposes amemetic approach for solving complex optimization problems characterized by a noisy fitness function. The proposed approach aims at solving highly multivariate and multi-modal landscapes which are also ...
A Differential Evolution for Optimisation in Noisy Environment
(Inderscience, 2010-05)
This paper proposes a novel variant of differential evolution (DE) tailored to the optimisation of noisy fitness functions. The proposed algorithm, namely noise analysis differential evolution (NADE), combines the stochastic ...