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An investigation into structured grammatical evolution initialisation
A Murphy, M Mahdinejad, A Ventresque… - … and Evolvable Machines, 2024 - Springer
A key ingredient in any successful genetic programming is robust initialisation. Many
successful initialisation methods used in genetic programming have been adapted to use …
successful initialisation methods used in genetic programming have been adapted to use …
Biological insights on grammar-structured mutations improve fitness and diversity
S Tiso, P Carvalho, N Lourenço… - Proceedings of the Genetic …, 2023 - dl.acm.org
Grammar-Guided Genetic Programming (GGGP) employs a variety of concepts from
evolutionary theory to autonomously design solutions for a given task. Recent insights from …
evolutionary theory to autonomously design solutions for a given task. Recent insights from …
Initialisation in structured grammatical evolution
A Murphy, N Lourenço, A Ventresque - Proceedings of the Companion …, 2023 - dl.acm.org
Robust initialisation has shown to greatly improve the performance of genetic programming
on a wide variety of tasks. Many of these have been adapted to work with grammatical …
on a wide variety of tasks. Many of these have been adapted to work with grammatical …
Structured mutation inspired by evolutionary theory enriches population performance and diversity
S Tiso, P Carvalho, N Lourenço, P Machado - arxiv preprint arxiv …, 2023 - arxiv.org
Grammar-Guided Genetic Programming (GGGP) employs a variety of insights from
evolutionary theory to autonomously design solutions for a given task. Recent insights from …
evolutionary theory to autonomously design solutions for a given task. Recent insights from …
On the Impact of Directed Mutation Applied to Evolutionary 4-Part Harmony Models
E Pacioni, F Fernández De Vega - … Intelligence in Music, Sound, Art and …, 2024 - Springer
This paper analyzes the difficulty of finding solutions for the 4-part harmony problem, both
from the point of view of the size of the search space and the time required to run the …
from the point of view of the size of the search space and the time required to run the …