Benchmarking Grammar-Based Genetic Programming Algorithms

2014 ◽  
pp. 135-148 ◽  
Author(s):  
Christopher J. Headleand ◽  
Llyr Ap Cenydd ◽  
William J. Teahan
Keyword(s):  
Genetic Programming ◽  
Programming Algorithms ◽  
Grammar Based Genetic Programming

scholarly journals Multiobjective grammar-based genetic programming applied to the study of asthma and allergy epidemiology

2018 ◽  
Vol 19 (1) ◽  
Author(s):  
Rafael V. Veiga ◽  
Helio J. C. Barbosa ◽  
Heder S. Bernardino ◽  
João M. Freitas ◽  
Caroline A. Feitosa ◽  
...  
Keyword(s):  
Genetic Programming ◽  
Asthma And Allergy ◽  
Grammar Based Genetic Programming

scholarly journals Penalty Functions for Genetic Programming Algorithms

2011 ◽  
pp. 550-562 ◽  
Author(s):  
José L. Montaña ◽  
César L. Alonso ◽  
Cruz Enrique Borges ◽  
Javier de la Dehesa
Keyword(s):  
Genetic Programming ◽  
Penalty Functions ◽  
Programming Algorithms

scholarly journals Influence of Experiment Design in GPA Investigating with Respect to PRNGs

MENDEL ◽  
2018 ◽  
Vol 24 (2) ◽  
Author(s):  
Tomas Brandejsky
Keyword(s):  
Genetic Programming ◽  
Random Number ◽  
Experiment Design ◽  
Parallel Execution ◽  
Random Number Generators ◽  
Pseudo Random Number ◽  
Programming Algorithms

This paper analyses the influence of experiment parameters onto the reliability of experiments with genetic programming algorithms. The paper is focused on the required number of experiments and especially on the influence of parallel execution which affect not only the order of thread execution but also behaviors of pseudo random number generators, which frequently do not respect recommendation of C++11 standard and are not implemented as thread safe. The observations and the effect of the suggested improvements are demonstrated on results of 720,000 experiments.

Grammar Based Genetic Programming for Software Configuration Problem

2017 ◽  
pp. 130-136 ◽  
Author(s):  
Fitsum Meshesha Kifetew ◽  
Denisse Muñante ◽  
Jesús Gorroñogoitia ◽  
Alberto Siena ◽  
Angelo Susi ◽  
...  
Keyword(s):  
Genetic Programming ◽  
Software Configuration ◽  
Grammar Based Genetic Programming ◽  
Configuration Problem

Inversion of oceanic constituents in case I and II waters with genetic programming algorithms

2002 ◽  
Vol 41 (30) ◽  
pp. 6260 ◽  
Author(s):  
Malik Chami ◽  
Denis Robilliard
Keyword(s):  
Genetic Programming ◽  
Programming Algorithms
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