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Migration in Multi-Population Differential Evolution for Many Objective Optimization
The paper proposes a novel extension of many objective optimization using differential evolution (MaODE). MaODE solves a many objective optimization (MaOO) problem by parallel optimization of individual objectives. MaODE ...
Q-Learning Induced Artificial Bee Colony for Noisy Optimization
The paper proposes a novel approach to adaptive selection of sample size for a trial solution of an evolutionary algorithm when noise of unknown distribution contaminates the objective surface. The sample size of a solution ...