Results 11 to 20 of about 300,663 (92)

Comparison of REML methods for the study of phenome-wide genetic variation [PDF]

arXiv, 2022
It is now well documented that genetic covariance between functionally related traits leads to an uneven distribution of genetic variation across multivariate trait combinations, and possibly a large part of phenotype-space that is inaccessible to evolution.
arxiv  

An Automatic Document Classifier System Based on Genetic Algorithm and Taxonomy

IEEE Access, 2018
The use of the Web has increased the creation of digital information in an accelerated way and about multiple subjects. Text classification is widely used to filter emails, classify Web pages, and organize results retrieved by Web browsers. In this paper,
Alan Diaz-Manriquez, Ana Bertha Rios-Alvarado, Jose Hugo Barron-Zambrano, Tania Yukary Guerrero-Melendez, Juan Carlos Elizondo-Leal   +4 more
doaj   +1 more source

Genetic Operators Applied to Symmetric Cryptography

International Journal of Interactive Multimedia and Artificial Intelligence, 2019
In this article, a symmetric-key cryptographic algorithm for text is proposed, which applies Genetic Algorithms philosophy, entropy and modular arithmetic.
Jefferson Rodríguez, Brayan Corredor, César Suárez   +2 more
doaj   +1 more source

Discovering Attention-Based Genetic Algorithms via Meta-Black-Box Optimization [PDF]

arXiv, 2023
Genetic algorithms constitute a family of black-box optimization algorithms, which take inspiration from the principles of biological evolution. While they provide a general-purpose tool for optimization, their particular instantiations can be heuristic and motivated by loose biological intuition.
arxiv  

UniSchedApi: A comprehensive solution for university resource scheduling and methodology comparison

TESEA, Transactions on Energy Systems and Engineering Applications
This paper introduces UniSchedApi, an API-based solution that revolutionizes optimized university resource scheduling. The primary focus of the research is the detailed evaluation of two automatic resource allocation methods: Tabu Search (TS) and ...
Alexandra La Cruz, Luis Herrera, Jeisson Cortes, Andrés García, Erika Severeyn   +4 more
doaj   +1 more source

Extending Genetic Algorithms with Biological Life-Cycle Dynamics

Biomimetics
In this paper, we aim to enhance genetic algorithms (GAs) by integrating a dynamic model based on biological life cycles. This study addresses the challenge of maintaining diversity and adaptability in GAs by incorporating stages of birth, growth ...
J. C. Felix-Saul, Mario García-Valdez, Juan J. Merelo Guervós, Oscar Castillo   +3 more
doaj   +1 more source

The Use of Genetic Algorithms for Searching Parameter Space in Gaussian Process Modeling

Journal of Telecommunications and Information Technology, 2015
The aim of the paper is to present the possibilities of modeling the experimental data by Gaussian processes. Genetic algorithms are used for finding the Gaussian process parameters.
Agnieszka Krok
doaj   +1 more source

APPLICATION OF GENETIC ALGORITHMS TO THE TRAVELING SALESMAN PROBLEM

Applied Computer Science, 2023
The purpose of this paper was to investigate in practice the possibility of using evolutionary algorithms to solve the traveling salesman problem on a real example.
Tomasz SIKORA , Wanda GRYGLEWICZ-KACERKA   +1 more
doaj   +1 more source

Predicting recurrent aphthous ulceration using genetic algorithms-optimized neural networks

Advances and Applications in Bioinformatics and Chemistry, 2010
Najla S Dar-Odeh1, Othman M Alsmadi2, Faris Bakri3, Zaer Abu-Hammour2, Asem A Shehabi3, Mahmoud K Al-Omiri1, Shatha M K Abu-Hammad4, Hamzeh Al-Mashni4, Mohammad B Saeed4, Wael Muqbil4, Osama A Abu-Hammad1 1Faculty of Dentistry, 2Faculty of Engineering ...
Najla S Dar-Odeh, Othman M Alsmadi, Faris Bakri, et al   +3 more
doaj  

Parameter Selection in Genetic Algorithms [PDF]

Journal of Systemics, Cybernetics and Informatics, 2004
In this study, we provide a new taxonomy of parameters of genetic algorithms (GA), structural and numerical parameters, and analyze the effect of numerical parameters on the performance of GA based simulation optimization applications with experimental ...
Onur BOYABATLI, Ihsan SABUNCUOGLU
doaj