Function Set Structure Influence onto GPA Efficiency

The paper discusses the influence of function set structure onto efficiency of GPA (Genetic Programming Algorithms), and hierarchical algorithms like GPA-ES (GPA with Evolutionary Strategy to separate parameter optimization) algorithm efficiency. On the foreword, the discussed GPA algorithm is descr...

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Vydáno v:Mendel (Brno (Czech Republic)) Ročník 23; číslo 1; s. 29 - 32
Hlavní autor: Brandejsky, Tomas
Médium: Journal Article
Jazyk:angličtina
Vydáno: Brno University of Technology 01.06.2017
Témata:
Efficiency
Function set
Function set structure
Genetic Programming Algorithm
Inapplicable functions
mutually replaceable functions
ISSN:1803-3814, 2571-3701
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Shrnutí:The paper discusses the influence of function set structure onto efficiency of GPA (Genetic Programming Algorithms), and hierarchical algorithms like GPA-ES (GPA with Evolutionary Strategy to separate parameter optimization) algorithm efficiency. On the foreword, the discussed GPA algorithm is described. Then there is depicted function set and common requirements to its structure. On the end of this contribution, the test examples and environment as well as results of measurement of influence of superfluous functions presence in the used function set is discussed.
ISSN:1803-3814
2571-3701
DOI:10.13164/mendel.2017.1.029