Efficient use of computational resources in genetic programming: controlling the bloat phenomenon by means of the island model
F.V. Fernández, Germán Galeano, J.A. Gomez, J.M. Sanchez · 2003
This paper presents a set of experiments that have been performed using both benchmark and real life problems. We have studied whether island-based genetic programming can save computational effort by controlling the bloat phenomenon. Results show us that this model allows us to reduce the computation resources required for finding solutions when using genetic programming.