Large-scale sparse multi-objective optimization problems are prevalent in numerous real-world scenarios, such as neural network training, sparse regression, pattern mining and critical node detection, ...

Tuning of parameters is a very important but complex issue in the Evolutionary Algorithms’ design. The paper discusses the new, based on the Fuzzy Logic concept of tuning mutation size in these ...