A review of genetic programming: Popular techniques, fundamental aspects, software tools and applications

D Arı, BB Alagöz - Sakarya University Journal of Science, 2021 - dergipark.org.tr
Genetic Programming (GP) is one of the evolutionary computation (EC) methods followed
with great interest by many researchers. When GP first appeared, it has become a popular …

Studying bloat control and maintenance of effective code in linear genetic programming for symbolic regression

LF dal Piccol Sotto, VV de Melo - Neurocomputing, 2016 - Elsevier
Abstract Linear Genetic Programming (LGP) is an Evolutionary Computation algorithm,
inspired in the Genetic Programming (GP) algorithm. Instead of using the standard tree …

DEHypGpOls: a genetic programming with evolutionary hyperparameter optimization and its application for stock market trend prediction

D Ari, BB Alagoz - Soft Computing, 2023 - Springer
Stock markets are a popular kind of financial markets because of the possibility of bringing
high revenues to their investors. To reduce risk factors for investors, intelligent and …

-LGP: an improved version of linear genetic programming evaluated in the Ant Trail problem

LFDP Sotto, VV de Melo, MP Basgalupp - Knowledge and Information …, 2017 - Springer
Abstract The Ant Trail problem has been widely investigated as a benchmark for automatic
design of algorithms. One must design the program of a virtual ant to collect all pieces of …

[PDF][PDF] 一种求解符号回归问题的粒子群优化算法

马炫, 李星, 唐荣俊, 刘庆 - 自动化学报, 2020 - aas.net.cn
摘要符号回归以构建一个能拟合给定数据集的函数模型为目的, 是对基本函数, 运算符,
变量等进行组合优化的过程. 本文提出了一种求解符号回归问题的粒子群优化算法 …

Evaluating methods for constant optimization of symbolic regression benchmark problems

VV De Melo, B Fowler… - 2015 Brazilian conference …, 2015 - ieeexplore.ieee.org
Constant optimization in symbolic regression is an important task addressed by several
researchers. It has been demonstrated that continuous optimization techniques are …

An improved λ-linear genetic programming evaluated in solving the Santa Fe ant trail problem

LFDP Sotto, VV de Melo, MP Basgalupp - Proceedings of the 31st …, 2016 - dl.acm.org
We propose in this paper a new approach called λ-LGP (λ-Linear Genetic Programming), a
variation of the well-know LGP (Linear Genetic Programming) algorithm. Starting with an …

[引用][C] Progress in intelligent systems design

RBC Prudêncio, TB Ludermir - Neurocomputing, 2016 - infona.pl
Progress in intelligent systems design × Close The Infona portal uses cookies, ie strings of text
saved by a browser on the user's device. The portal can access those files and use them to …