Now showing items 1-2 of 2
A Memetic Differential Evolution Approach in Noisy Optimization
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
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 ...