OC157: Optimizing variable selection and cost using a genetic algorithm for modeling adnexal masses with Bayesian networks [PDF]
, 2007 Olivier Gevaert +2 more
openalex +1 more source
Selection of the Number of Components Using a Genetic Algorithm for Mixture Model Classifiers
, 2000 Hiroshi Tenmoto +2 more
openalex +1 more source
Access Network Selection Based on Fuzzy Logic and Genetic Algorithms [PDF]
, 2008 Mohammed Alkhawlani, Aladdin Ayesh
openalex +1 more source
Real-Time Route Selection Using Genetic Algorithms for Car Navigation Systems
, 2000 Lien T.H. BUI +3 more
openalex +2 more sources
Distributed Genetic Algorithm for Feature Selection [PDF]
arXivWe empirically show that process-based Parallelism speeds up the Genetic Algorithm (GA) for Feature Selection (FS) 2x to 25x, while additionally increasing the Machine Learning (ML) model performance on metrics such as F1-score, Accuracy, and Receiver Operating Characteristic Area Under the Curve (ROC-AUC).
arxiv
A Better Encoding Scheme for the Partial Enumeration Selection Method in Genetic Algorithms
, 2000 Carlos A. Brizuela, Nobuo Sannomiya
openalex +2 more sources
Sequential multi-criteria feature selection algorithm based on agent genetic algorithm [PDF]
, 2008 Yongming Li, Xiaoping Zeng
openalex +1 more source
SELECTION OF ALTERNATIVES FOR OIL FIELD DEVELOPMENT BY GENETIC ALGORITHMS
, 2002 Yván Jesús Túpac Valdivia +2 more
openalex +2 more sources
A genetic algorithm for variable selection in logistic regression analysis of radiotherapy treatment outcomes [PDF]
, 2008 Olivier Gayou +5 more
openalex +1 more source
Deep Learning-Based Operators for Evolutionary Algorithms [PDF]
arXivWe present two novel domain-independent genetic operators that harness the capabilities of deep learning: a crossover operator for genetic algorithms and a mutation operator for genetic programming. Deep Neural Crossover leverages the capabilities of deep reinforcement learning and an encoder-decoder architecture to select offspring genes.
arxiv