In this paper, we experimentally characterize how population diversity, measured at different levels, varies for four popular G3P approaches.

We then propose two strategies for promoting diversity which are general, independent both from the specific problem being tackled and from the other components ...

Apr 21, 2022 · We then propose two strategies for promoting diversity which are general, independent both from the specific problem being tackled and from the ...

Jul 11, 2019 · We then propose two strategies for promoting diversity which are general, independent both from the specific problem being tackled and from the ...

This paper uses a tree-similarity metric from tree-based GP literature to determine similarity of expression trees generated in GE and sees that a large ...

We then propose two strategies for promoting diversity which are general, independent both from the specific problem being tackled and from the other components ...

Oct 22, 2024 · The goal is to evolve good quality solutions before allowing the population to specialise more as the grammar functionality increased in a ...

a group in UniTS on these topics, see "Multi-level diversity promotion strategies for Grammar-guided Genetic Programming" Applied Soft. Computing, 2019). A ...

, Multi-level diversity promotion strategies for Grammar-guided Genetic Programming ;; Bartoli, Alberto; De Lorenzo, Andrea; Medvet, Eric; Squillero, Giovanni ;.

Genetic Programming and Evolvable Machines 21, 181-204, 2020. 17, 2020. Multi-level diversity promotion strategies for grammar-guided genetic programming. A ...