Software modellus e modelagem matemática: relacionando conceitos matemáticos com fenômenos da física

O presente trabalho descreve um estudo que teve como objetivo investigar as contribuições da utilização do recurso computacional Modellus no processo de ensino-aprendizagem do conceito de funções, partindo de um problema da realidade, sugerido pelos alunos. A pesquisa foi realizada numa turma de 9º ano de uma escola pública, utilizando uma sequência de atividades, com duração de 30 horas e participação de 17 estudantes regularmente matriculados. O assunto matemático refere-se às funções, abordando conceitos gerais e essenciais, construção de modelos a partir de problemas físicos e estudo de tabelas e gráficos. Os temas foram trabalhados visando permitir que o estudante pesquisado relacione o conteúdo com seu dia a dia. Para análise dos resultados foram aplicados questionários com questões descritivas antes e após a realização das atividades. Neste sentido, conclui- se que o software Modellus mostrou-se adequado para esta turma do 9º ano a partir dos dados analisados neste trabalho

PER-MARE: Adaptive Deployment of MapReduce over Pervasive Grids

International audienceMapReduce is a parallel programming paradigm successfully used to perform computations on massive amounts of data, being widely deployed on clusters, grid, and cloud infrastructures. Interestingly, while the emergence of cloud in- frastructures has opened new perspectives, several enterprises hesitate to put sensible data on the cloud and prefer to rely on internal resources. In this paper we introduce the PER- MARE initiative, which aims at proposing scalable techniques to support existent MapReduce data-intensive applications in the context of loosely coupled networks such as pervasive and desktop grids. By relying on the MapReduce programming model, PER-MARE proposes to explore the potential advan- tages of using free unused resources available at enterprises as pervasive grids, alone or in a hybrid environment. This paper presents the main lines that orient the PER-MARE approach and some preliminary results

MAPREDUCE CHALLENGES ON PERVASIVE GRIDS

International audienceThis study presents the advances on designing and implementing scalable techniques to support the development and execution of MapReduce application in pervasive distributed computing infrastructures, in the context of the PER-MARE project. A pervasive framework for MapReduce applications is very useful in practice, especially in those scientific, enterprises and educational centers which have many unused or underused computing resources, which can be fully exploited to solve relevant problems that demand large computing power, such as scientific computing applications, big data processing, etc. In this study, we pro-pose the study of multiple techniques to support volatility and heterogeneity on MapReduce, by applying two complementary approaches: Improving the Apache Hadoop middleware by including context-awareness and fault-tolerance features; and providing an alternative pervasive grid implementation, fully adapted to dynamic environments. The main design and implementation decisions for both alternatives are described and validated through experiments, demonstrating that our approaches provide high reliability when executing on pervasive environments. The analysis of the experiments also leads to several insights on the requirements and constraints from dynamic and volatile systems, reinforcing the importance of context-aware information and advanced fault-tolerance features to provide efficient and reliable MapReduce services on pervasive grids

spopt: a python package for solving spatial optimization problems in PySAL

Spatial optimization is a major spatial analytical tool in management and planning, the significance of which cannot be overstated. Spatial optimization models play an important role in designing and managing effective and efficient service systems such as transportation, education, public health, environmental protection, and commercial investment among others. To this end, spopt (spatial optimization) is under active development for the inclusion of newly proposed models and methods for regionalization, facility location, and transportation-oriented solutions (Feng et al., 2021). Spopt is a submodule in the open-source spatial analysis library PySAL (Python Spatial Analysis Library) founded by Dr. Sergio J. Rey and Dr. Luc Anselin in 2005 (Rey et al., 2015, 2021; Rey & Anselin, 2007). The goal of developing spopt is to provide management and decision-making support to all relevant practitioners and to further promote the appropriate and meaningful application of spatial optimization models in practice

Findings on ranking evaluation functions for feature weighting in image retrieval

Background: There are substantial benefits to be gained from ranking optimization in several information retrieval and recommendation systems. However, the analysis of ranking evaluation functions (REFs), which play a major role in many ranking optimization models, needs to be further investigated. An analysis of previous studies that investigated REFs was performed, and evidence was found which indicated that the choice of a proper REF is context sensitive. \ud Methods: In this study, we analyze a broad set of REFs for feature weighting aimed at increasing the image retrieval effectiveness. The REFs analyzed sums ten and includes the most successful and representative REFs from the literature. The REFs were embedded into a genetic algorithm (GA)-based relevance feedback (RF) model, called WLSP-C±, aimed at improving image retrieval results through the use of learning weights for image descriptors and image regions. \ud Results: Analyses of precision-recall curves in five real-world image data sets showed that one non-parameterized REF named F5, not analyzed in previous studies, overcame recommended ones, which require parameter adjustment. We also provided a computational analysis of the GA-based RF model investigated, and it was shown that it is linear in regard to the image data set cardinality. \ud Conclusions: We conclude that REF F5 should be investigated in other contexts and problem scenarios centered on ranking optimization, as rankingCNPqCAPESFAPES

The prevalence of diabetes and stress hyperglycemia in the acute myocardial infarction patients

OBJETIVOS: Determinar a prevalência do diabetes melito (DM) e da hiperglicemia de estresse (HE) em pacientes com infarto agudo do miocárdio (IAM) admitidos em unidade de emergência cardiológica. MÉTODOS: Análise retrospectiva de 2.262 pacientes com IAM, avaliando, além da prevalência de diabetes referido, o diagnosticado e a hiperglicemia de estresse. RESULTADOS: Apesar de referido em 12,1% dos pacientes (H: 10,7%, M: 15,8%), o DM ocorria efetivamente em 24,8% (H: 22,9%, M: 29,7%) e a HE em 13,6% (H: 14,3%, M: 11,7%) dos indivíduos dessa população. Portanto, alterações glicêmicas ocorreram em 37,4% dos indivíduos com IAM (H: 37,2%, M: 41,4%). Nos pacientes com DM, observou-se maior precocidade etária do IAM, maior prevalência de óbitos (DM: 20,7%, ND:13,8%, HE: 13,4%) e de procedimentos cirúrgicos (ND: 33,8%, HE: 18,0%, DM: 21,7%). CONCLUSÃO: A elevada prevalência de DM e hiperglicemia de estresse observada em nosso estudo indica que as alterações glicêmicas constituem um dos mais importantes fatores de risco para o IAM.OBJECTIVES: To evaluate in our population the real prevalence of diabetes (DM) and stress hyperglycemia (HE) in patients with myocardial infarction (IAM) admitted in a cardiologic emergency unit. METHODS: A retrospective analysis of 2262 patients with AMI evaluating the prevalence of DM (referred and diagnosed) and stress hyperglycemia. RESULTS: Besides 12,1% of subjects were previously referred to be diabetic (men: 10.7% and women: 15.8%), diabetes was effectively diagnosed in 24,8% (M: 22,9%, W: 29,7%) and stress hyperglycemia in 13,6% HE of the patients (M: 14,3%, W: 11,7%) indicating that glycemic alterations were effectively observed in 37.2.% of the patients with IAM (M: 37,2%, W: 41,4%). In DM subjects IAM events occurred earlier, total intra-hospital mortality was higher (DM: 20.7%, ND: 13,8%, HE: 13,4%) and less surgical procedures were performed (ND 33.8%, DM: 21.7%, HE: 18.0%). CONCLUSION: The elevated DM and stress hyperglycemia prevalence observed in our study indicates that glycemic alterations is one of the most important risk factors for IAM

Productivity and forage quality of buckwheat (“Fagopyrum esculentum” Moench) and pearl millet (“Pennisetum glaucum” (L.) R.BR)

Objetivou-se com este trabalho comparar o valor forrageiro do milheto e trigo-mourisco, sob irrigação, em diferentes idades de corte. Utilizou-se delineamento experimental em blocos ao acaso, com os tratamentos arranjados em modelo de parcelas subdivididas. As plantas foram cultivadas durante a estação seca, sob irrigação e colhidas em três idades de corte, 47, 57 e 67 dias (tratamentos). Foram determinados os teores de matéria seca (MS), proteína bruta (PB), fibra em detergente neutro (FDN), fibra em detergente ácido (FDA), matéria mineral e produção de gases in vitro e a produção de matéria seca. A produção do trigo-mourisco (2301, 3144 e 4471 kg MS/ha) foi superior à do milheto (437, 592 e 2224 kg MS/ha) nas três idades de corte. Os teores de PB do milheto foram, em média, 22,3% nas três idades de corte, mas no trigo-mourisco reduziu de 23,8% no primeiro corte, para 14% nos demais cortes. O trigo mourisco apresentou maior teor de FDN no primeiro corte 57,6% contra 52,1% do milheto, entretanto diminuiu no segundo e terceiro cortes, 46,8% e 41,2%, respectivamente, enquanto que no milheto mantiveram-se em 55,1% e 52,7% no segundo e terceiro corte. Os teores de FDA forma mais elevados para o trigo mourisco em comparação com o milheto nas três idades de corte estudadas. A produção de gases foi maior para o trigo mourisco em comparação ao milheto, com exceção do primeiro corte, quando o trigo apresentou maiores taxas de fermentação. O trigo mourisco apresentou qualidade como forrageira, sendo mais produtivo e nutritivo do que o milheto durante o período seco, sob irrigação.This trial compared forage production and quality of Pearl Millet and Buckwheat in three cutting age on irrigation conditions during dry season, evaluated in a randomized block split plot design with tree replications. Was determined content of Dry Matter (DM), Crude Protein (CP), Neutral Detergent Fiber (NDF), Acid Detergent Fiber (ADF), Mineral Matter (MM) and in vitro gas production. Forage production of Buckwheat was higher than Pearl Millet in all the cutting ages. Pearl Millet CP content was similar to all three cuts but Buckwheat CP content was higher in the first cut and reduced in the others. The NDF content of Buckwheat was higher in the first cut and reduced in the others, meanwhile Pearl Millet presented low NDF value in the first cut but increased in the second and third cut. The Buckwheat presented high ADF content than Pearl Millet in all the cuts. In vitro gas production from Pearl Millet was higher in the first cut but more high for Buckwheat in the second and third cuts. Buckwheat produced more forage with high quality than Pearl Millet during dry season

Quantum Fields and Extended Objects in Space-Times with Constant Curvature Spatial Section

The heat-kernel expansion and $\zeta$-regularization techniques for quantum field theory and extended objects on curved space-times are reviewed. In particular, ultrastatic space-times with spatial section consisting in manifold with constant curvature are discussed in detail. Several mathematical results, relevant to physical applications are presented, including exact solutions of the heat-kernel equation, a simple exposition of hyperbolic geometry and an elementary derivation of the Selberg trace formula. With regards to the physical applications, the vacuum energy for scalar fields, the one-loop renormalization of a self-interacting scalar field theory on a hyperbolic space-time, with a discussion on the topological symmetry breaking, the finite temperature effects and the Bose-Einstein condensation, are considered. Some attempts to generalize the results to extended objects are also presented, including some remarks on path integral quantization, asymptotic properties of extended objects and a novel representation for the one-loop (super)string free energy.Comment: Latex file, 122 page