Results 21 to 30 of about 6,256,599 (289)
Streaming multi-layer ensemble selection using dynamic genetic algorithm. [PDF]
, 2021 In this study, we introduce a novel framework for non-stationary data stream classification problems by modifying the Genetic Algorithm to search for the optimal configuration of a streaming multi-layer ensemble.
Anh Vu Luong +7 more
core +1 more source
Phase Transitions and Symmetry Breaking in Genetic Algorithms with Crossover [PDF]
, 2006 In this paper, we consider the role of the crossover operator in genetic algorithms. Specifically, we study optimisation problems that exhibit many local optima and consider how crossover affects the rate at which the population breaks the symmetry of ...
Jennings, N. R. +4 more
core +2 more sources
Genetic algorithm feature selection resilient to increasing amounts of data imputation
Proceedings of the International Florida Artificial Intelligence Research Society ConferenceThis paper investigates the robustness of a genetic algorithm (GA) in feature selection across a dataset with increasing imputed missing values. Feature selection can be beneficial in predictive modeling to reduce computational costs and potentially ...
Maryam Kebari, Annie S Wu
doaj +1 more source
Model for virtual corporations partner selection based on adaptive genetic algorithm
Tongxin xuebao, 2009 To enhance the efficiency of corporation partner selection and optimization process in virtual corporations, an partner selection process and optimizations model for virtual corporations based on adaptive genetic algorithm were pre-sented.
LI Jian1 +3 more
doaj +2 more sources
Design and Optimization of E-Commerce Logistics Distribution System Based on Multiobjective Function
Journal of Control Science and Engineering, 2022 To reduce the complexity and multiple constraints of logistics distribution routing problems, the author proposes an improved genetic algorithm, adaptive immune genetic algorithm (AIGA).
Hui Wen
doaj +1 more source
Future Journal of Pharmaceutical Sciences, 2018 This work, introduces different powerful chemometric methods for determination of cefoxitin-sodium in presence of its alkali-induced degradation product without prior separation steps, dubbed; Principal component regression, Partial least squares with ...
Khalid Abdel-Salam M. Attia +3 more
doaj +1 more source
Application of Genetic Algorithm in Portfolio Selection Problem [PDF]
فصلنامه پژوهشهای اقتصادی ایران, 2004 One of the classical applications of operation research in investment decision making is the portfolio selection problem. In this problem a fixed sum of money is to be spread among different investments and there is a risk associated with the rate of ...
Simin Abdolalizadeh Shahir +1 more
doaj
Therapeutic Apheresis and Dialysis, EarlyView.ABSTRACT Introduction Peritoneal dialysis (PD) is an established home‐based kidney replacement therapy (KRT), but its uptake remains low in Japan. We evaluated whether individualized education in a dedicated outpatient clinic was associated with the initiation of PD.
Yasuko Ito +7 more
wiley +1 more source
Dianxin kexue, 2015 In order to solve the problem of selecting frequency more and more difficultly for radio network,an intelligent frequency selection technology based on an adaptive genetic algorithm was proposed.Frequencies were selected for whole radio network from the ...
Wenjun Wang
doaj +2 more sources
Prototype Selection for Dissimilarity Representation by a Genetic Algorithm [PDF]
2010 20th International Conference on Pattern Recognition, 2010 Dissimilarities can be a powerful way to represent objects like strings, graphs and images for which it is difficult to find good features. The resulting dissimilarity space may be used to train any classifier appropriate for feature spaces. There is, however, a strong need for dimension reduction.
Yenisel Plasencia Calana +3 more
openaire +2 more sources