[PDF][PDF] A novel and efficient selection method in genetic algorithm

S Anand, N Afreen, S Yazdani - International Journal of Computer …, 2015 - Citeseer
… In this paper, a novel selection method called “Alternis” has … selection methods used in GAs
and the proposed method and … the various selection schemes. The influence of the various …

A novel method to solve supplier selection problem: Hybrid algorithm of genetic algorithm and ant colony optimization

J Luan, Z Yao, F Zhao, X Song - Mathematics and Computers in Simulation, 2019 - Elsevier
… supplier selection problem. In this paper, to solve a multi-criteria supplier selection problem,
based on genetic algorithm (GA) and ant colony optimization (ACO), hybrid algorithm of GA …

A novel community detection based genetic algorithm for feature selection

M Rostami, K Berahmand, S Forouzandeh - Journal of Big Data, 2021 - Springer
selected features. In this article, for the purpose of feature selection, the authors propose a
genetic algorithmselection method based on t-test and genetic algorithm is developed. In this …

A novel feature selection method for data mining tasks using hybrid sine cosine algorithm and genetic algorithm

L Abualigah, AJ Dulaimi - Cluster Computing, 2021 - Springer
… the search space for solving feature selection problems, we used the Genetic Algorithm
as an internal function within the SCA as a hybrid feature selection method named SCAGA. …

A novel technique for optimal feature selection in attribute profiles based on genetic algorithms

M Pedergnana, PR Marpu, M Dalla Mura… - … on Geoscience and …, 2013 - ieeexplore.ieee.org
… paper to improve the efficiency of the proposed selection technique. Moreover, the RF
classifier is exploited for the evaluation of the features selected at each iteration of the GA, thus …

A novel hybrid genetic algorithm with granular information for feature selection and optimization

H Dong, T Li, R Ding, J Sun - Applied Soft Computing, 2018 - Elsevier
… This paper analyzes the feature selection method from two aspects of data and algorithm.
In order to deal with the redundant features and irrelevant features in high-dimensional & low-…

An improved genetic algorithm based on a novel selection strategy for nonlinear programming problems

KZ Tang, TK Sun, JY Yang - Computers & Chemical Engineering, 2011 - Elsevier
Selection operator plays a … genetic algorithm (IGA) based on a novel selection strategy is
presented to handle nonlinear programming problems. Each individual in selection process is …

A novel selection approach for genetic algorithms for global optimization of multimodal continuous functions

E Haq, I Ahmad, A Hussain… - Computational …, 2019 - Wiley Online Library
… , an improved genetic algorithm-based novel selection scheme, ie, stairwise selection (SWS)
is … In this paper, we will handle this problem with help of the proposed selection procedure. …

Novel methods for enhancing the performance of genetic algorithms

EO Alkafaween - arXiv preprint arXiv:1801.02827, 2018 - arxiv.org
selection strategies on simple genetic algorithms”. Presented a comparative study of the
selection approaches (roulette wheel, tournament selection… that the tournament selection gave a …

A novel genetic algorithm based on immunity

L Jiao, L Wang - IEEE Transactions on Systems, Man, and …, 2000 - ieeexplore.ieee.org
… using GA or other evolutionary algorithms is far deficient for … the research field of evolutionary
algorithms and even intelligent … This novel algorithm is presently called the immune genetic