Classifier combination through ensemble systems is one of the most effective approaches to improve accuracy classification systems. Ensemble are generally used combine classifiers; However, selecting best individual classifiers a challenging task. In this paper, we propose an efficient assembling method that employs both meta-learning and genetic algorithm for selection classifiers. Our called ...

Abstract Besides solving the equations of momentum, heat, and moisture transport on model grid, mesoscale weather models must account for subgrid-scale processes that affect resolved variables. These are simulated with parameterizations, which often rely values preset by user. Such “free” parameters, along others set to initialize model, poorly constrained, requiring a user select each from ran...

this study is focused on the development of a systematic computational approach which implements genetic algorithm (ga) to find the optimal rigorous kinetic models.a general kinetic model for hydrogenolysis of dibenzothiophene (dbt) based on langmuir-hinshelwood type has been obtained from open literature. this model consists of eight continuous parameters(e.g., arrhenus  and van't hoff paramet...

The application of Genetic Algorithm (GA) to the optimization of important parameters (Directivity, Radiated Power, Impedance etc.) of magnetically biased microstrip antenna, fabricated on ferrite substrate, is reported. The fitness functions for the GA program have been developed using cavity method for the analysis of microstrip antenna. The effect of external magnetic biasing has also been i...

in practical situations, distribution network loads are the mixtures of residential, industrial, and commercial types. this paper presents a hybrid optimization algorithm for the optimal placement of shunt capacitor banks in radial distribution networks in the presence of different voltage-dependent load models. the algorithm is based on the combination of genetic algorithm (ga) and binary part...

Social media is an online that users use to interact with each other by expressing themselves giving comments, and one example Instagram. All the collected comments will form a public opinion. This opinion can be used sentiment analysis become information. The method commonly carry out classification using machine learning. One of learning often Support Vector Machine (SVM). However, on non-lin...

In practical situations, distribution network loads are the mixtures of residential, industrial, and commercial types. This paper presents a hybrid optimization algorithm for the optimal placement of shunt capacitor banks in radial distribution networks in the presence of different voltage-dependent load models. The algorithm is based on the combination of Genetic Algorithm (GA) and Binary Part...