Search Results for author: Gloria Pietropolli

Found 2 papers, 0 papers with code

Combining Genetic Programming and Particle Swarm Optimization to Simplify Rugged Landscapes Exploration

no code implementations7 Jun 2022 Gloria Pietropolli, Giuliamaria Menara, Mauro Castelli

The proposed algorithm, called the GP-FST-PSO Surrogate Model, achieves satisfactory results in both the search for the global optimum and the production of a visual approximation of the original benchmark function (in the 2-dimensional case).

The Effect of Multi-Generational Selection in Geometric Semantic Genetic Programming

no code implementations5 May 2022 Mauro Castelli, Luca Manzoni, Luca Mariot, Giuliamaria Menara, Gloria Pietropolli

Among the evolutionary methods, one that is quite prominent is Genetic Programming, and, in recent years, a variant called Geometric Semantic Genetic Programming (GSGP) has shown to be successfully applicable to many real-world problems.

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