Evaluating genetic algorithms with different population structures on a lot sizing and scheduling problem

This paper studies the use of different population structures in a Genetic Algorithm (GA) applied to lot sizing and scheduling problems. The population approaches are divided into two types: single-population and multi-population. The first type has a non-structured single population. The multi-population type presents non-structured and structured populations organized in binary and ternary trees. Each population approach is tested on lot sizing and scheduling problems found in soft drink companies. These problems have two interdependent levels with decisions concerning raw material storage and soft drink bottling. The challenge is to simultaneously determine the lot sizing and scheduling of raw materials in tanks and products in lines. Computational results are reported allowing determining the better population structure for the set of problem instances evaluated. Copyright 2008 ACM.

Automatic classification of enzyme family in protein annotation

Most of the tasks in genome annotation can be at least partially automated. Since this annotation is time-consuming, facilitating some parts of the process - thus freeing the specialist to carry out more valuable tasks - has been the motivation of many tools and annotation environments. In particular, annotation of protein function can benefit from knowledge about enzymatic processes. The use of sequence homology alone is not a good approach to derive this knowledge when there are only a few homologues of the sequence to be annotated. The alternative is to use motifs. This paper uses a symbolic machine learning approach to derive rules for the classification of enzymes according to the Enzyme Commission (EC). Our results show that, for the top class, the average global classification error is 3.13%. Our technique also produces a set of rules relating structural to functional information, which is important to understand the protein tridimensional structure and determine its biological function. © 2009 Springer Berlin Heidelberg.

Tabu search to solve the Synchronized and Integrated Two-Level Lot Sizing and Scheduling Problem

This paper proposes a tabu search approach to solve the Synchronized and Integrated Two-Level Lot Sizing and Scheduling Problem (SITLSP). It is a real-world problem, often found in soft drink companies, where the production process has two integrated levels with decisions concerning raw material storage and soft drink bottling. Lot sizing and scheduling of raw materials in tanks and products in bottling lines must be simultaneously determined. Real data provided by a soft drink company is used to make comparisons with a previous genetic algorithm. Computational results have demonstrated that tabu search outperformed genetic algorithm in all instances. Copyright 2011 ACM.

Power flow optimization for grid connected inverter using evolutionary algorithm and additional control loop

In this work it is proposed to validate an evolutionary tuning algorithm in plants composed by a grid connected inverter. The optimization aims the tuning of the slopes of P-Ω and Q-V curves so that the system is stable, damped and minimum settling time. Simulation and experimental results are presented to prove the feasibility of the proposed approach. However, experimental results demonstrate a compromising effect of grid frequency oscillations in the active power transferring. In addition, it was proposed an additional loop to compensate this effect ensuring a constant active power flow. © 2011 IEEE.

A semi-automatic method for indirect orientation of aerial images using ground control lines extracted from airborne laser scanner data

This paper presents a method for indirect orientation of aerial images using ground control lines extracted from airborne Laser system (ALS) data. This data integration strategy has shown good potential in the automation of photogrammetric tasks, including the indirect orientation of images. The most important characteristic of the proposed approach is that the exterior orientation parameters (EOP) of a single or multiple images can be automatically computed with a space resection procedure from data derived from different sensors. The suggested method works as follows. Firstly, the straight lines are automatically extracted in the digital aerial image (s) and in the intensity image derived from an ALS data-set (S). Then, correspondence between s and S is automatically determined. A line-based coplanarity model that establishes the relationship between straight lines in the object and in the image space is used to estimate the EOP with the iterated extended Kalman filtering (IEKF). Implementation and testing of the method have employed data from different sensors. Experiments were conducted to assess the proposed method and the results obtained showed that the estimation of the EOP is function of ALS positional accuracy.

Electroglottographic analysis of actresses and nonactresses' voices in different levels of intensity

Background: Previous studies with long-term average spectrum (LTAS) showed the importance of the glottal source for understanding the projected voices of actresses. In this study, electroglottographic (EGG) analysis was used to investigate the contribution of the glottal source to the projected voice, comparing actresses and nonactresses' voices, in different levels of intensity. Method: Thirty actresses and 30 nonactresses sustained vowels in habitual, moderate, and loud intensity levels. The EGG variables were contact quotient (CQ), closing quotient (QCQ), and opening quotient (QOQ). Other variables were sound pressure level (SPL) and fundamental frequency (F0). A KayPENTAX EGG was used. Variables were inputted in a general linear model. Results/Discussion: Actresses showed significantly higher values for SPL, in all levels, and both groups increased SPL significantly while changing from habitual to moderate and further to loud. There were no significant differences between groups for EGG quotients. There were significant differences between the levels only for F0 and CQ for both groups. Conclusion: SPL was significantly higher among actresses in all intensity levels, but in the EGG analysis, no differences were found. This apparently weak contribution of the glottal source in the supposedly projected voices of actresses, contrary to previous LTAS studies, might be because of a higher subglottal pressure or perhaps greater vocal tract contribution in SPL. Results from the present study suggest that trained subjects did not produce a significant higher SPL than untrained individuals by increasing the cost in terms of higher vocal fold collision and hence more impact stress. Future researches should explore the difference between trained and nontrained voices by aerodynamic measurements to evaluate the relationship between physiologic findings and the acoustic and EGG data. Moreover, further studies should consider both types of vocal tasks, sustained vowel and running speech, for both EGG and LTAS analysis. © 2013 The Voice Foundation.

Effect of muscle fatigue and physical activity level in motor control of the gait of young adults

The aim of this study was to analyze the effect of muscle fatigue in active and inactive young adults on the kinematic and kinetic parameters of normal gait and obstacle crossing. Twenty male subjects were divided into active (10) and inactive (10), based on self-reported physical activity. Participants performed three trials of two tasks (normal gait and obstacle crossing) before and after a fatigue protocol, consisting of repeated sit-to-stand transfers until the instructed pace could no longer be maintained. MANOVAs were used to compare dependent variables with the following factors: physical activity level, fatigue and task. The endurance time in the fatigue protocol was lower for the inactive group. Changes of gait parameters with fatigue, among which increased step width and increased stride speed were the most consistent, were independent of task and physical activity level. These findings indicate that the kinematic and kinetic parameters of gait are affected by muscle fatigue irrespective of the physical activity level of the subjects and type of gait. Inactive individuals used a slightly different strategy than active individuals when crossing an obstacle, independently of muscle fatigue. © 2013.

Desenvolvimento e análise de um protótipo automatizado para dosagem pontual de fertilizantes sólidos em taxas variáveis

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

Meaning of the Systematization of Nursing Care for nurse managers

OBJETIVO:Compreender o significado que os enfermeiros gerentes atribuem à sistematização da assistência de enfermagem, desenvolvido em seu cotidiano de trabalho.MÉTODOS:Método fenomenológico, referencial da estrutura do fenômeno situado. Os sujeitos foram treze enfermeiros, gerentes de um hospital universitário. A análise incluiu transcrição e leituras dos depoimentos visando a essência por meio da tematização, interpretação e a síntese do fenômeno.RESULTADOS:As categorias temáticas foram: recursos humanos na realização da sistematização da assistência de enfermagem; sua relevância para o trabalho do enfermeiro; dificuldades na sua implementação; capacitação para a sua realização.CONCLUSÃO:O significado que os enfermeiros gerentes atribuem à sistematização da assistência de enfermagem relacionam-se aos aspectos legais da prática profissional, ao trabalho em equipe, ao dimensionamento adequado de recursos humanos.

Otimização de planos de manutenções de componentes de sistemas de distribuição de energia elétrica centrados em confiabilidade

Pós-graduação em Engenharia Elétrica - FEIS

Influência do assento da cadeira adaptada na execução de uma tarefa de manuseio

Este estudo teve como objetivo verificar a influência da flexibilidade da superfície de assento da cadeira na velocidade e no tempo despendido por alunos com paralisia cerebral espástica durante a execução de uma tarefa de manuseio de um objeto na posição sentada. Participaram do estudo 11 alunos, de ambos os gêneros, com diagnóstico de paralisia cerebral espástica, que tinham algum controle de tronco e membros superiores. A quantificação da análise cinemática foi realizada em duas situações experimentais: 1) execução de uma tarefa acadêmica de encaixe, com o indivíduo posicionado em um mobiliário adaptado com assento de lona; 2) execução de uma tarefa acadêmica de encaixe, com o participante posicionado em um mobiliário adaptado com assento de madeira. Os dados obtidos foram submetidos à análise estatística descritiva e não-paramétrica por meio do teste de Wilcoxon. Os resultados indicaram que: 1) a velocidade média de execução das tarefas não foi influenciada pelo tipo de assento utilizado 2) o tempo de execução da tarefa foi influenciada pelo tipo de assento utilizado. A utilização do assento de lona aumentou o tempo de realização da tarefa. Conclui-se que o assento de um mobiliário escolar para um aluno com paralisia cerebral espástica não deve ser confeccionado com um material muito flexível. Este tipo de assento fornecerá uma base instável que dificultará o desempenho do aluno durante atividades realizadas com os membros superiores.

Treinamento de habilidades fonológicas e correspondência grafema-fonema em crianças de risco para dislexia

Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)

Treinamento de força para pacientes com doença pulmonar obstrutiva crônica

Pacientes com doença pulmonar obstrutiva crônica apresentam comumente fraqueza muscular periférica associada à intolerância ao exercício. Embora efetivo, o exercício aeróbio apresenta pouco ou nenhum efeito na fraqueza e atrofia muscular, além de não ser tolerado pela maioria dos pacientes com DPOC. Nesse sentido, o treinamento de força é opção racional para aumentar a força muscular, além de já ter se mostrado mais tolerável que o exercício aeróbio. O aumento de força muscular periférica é o benefício mais consistente do treinamento de força e, quando este é associado ao exercício aeróbio, não resulta em melhora adicional da capacidade de exercício, da dispnéia e da qualidade de vida. Contudo, observa-se que o treinamento combinado é fisiologicamente mais completo e pode ser uma opção de condicionamento físico mais diversificado. O treinamento de moderada a alta intensidade resulta em maiores adaptações fisiológicas, entretanto o exercício de baixa intensidade é tolerável, simples, de fácil execução domiciliar, não requer equipamentos sofisticados e resulta em benefícios significativos. Este exercício é indicado, sobretudo, para os pacientes com DPOC mais avançada. Finalmente, há evidências recentes de que o treinamento de força para os músculos do tronco é alternativa válida para melhorar a capacidade funcional de exercício e a função pulmonar em pacientes com DPOC. A presente revisão de literatura sugere a incorporação do treinamento de força como estratégia de rotina nos programas de reabilitação pulmonar. Pesquisas futuras são necessárias para avaliar os efeitos do treinamento de força na saúde mental, no desempenho em atividades de vida diária, na saúde osteoarticular, no risco de quedas e na função pulmonar, entre outros.

Attending to the non-preferred hand improves bimanual coordination in children

The effect of attentional focus in bimanual coordination was investigated from a developmental perspective by examining performance of right- and left-handed children, 5-8-years and 9-12-years old, on bimanual reciprocal tapping tasks. Attentional focus was either specified, by asking the children to attend to the preferred or to the non-preferred hand, or unspecified for the execution of the tasks. When attention was oriented to the non-preferred hand we found a reduced movement time and a lower frequency of errors. Performance differences for handedness and age-groups were observed when the children were oriented to attend to the preferred hand or when there was no instruction regarding attention. These differences in performance were eliminated when attention was oriented to the non-preferred hand. (C) 2004 Elsevier B.V. All rights reserved.

What the cognitive neurosciences mean to me

Cognitive Neuroscience is an interdisciplinary area of research that combines measurement of brain activity (mostly by means of neuroimaging) with a simultaneous performance of cognitive tasks by human subjects. These investigations have been successful in the task of connecting the sciences of the brain (Neurosciences) and the sciences of the mind (Cognitive Sciences). Advances on this kind of research provide a map of localization of cognitive functions in the human brain. Do these results help us to understand how mind relates to the brain? In my view, the results obtained by the Cognitive Neurosciences lead to new investigations in the domain of Molecular Neurobiology, aimed at discovering biophysical mechanisms that generate the activity measured by neuroimaging instruments. In this context, I argue that the understanding of how ionic/molecular processes support cognition and consciousness cannot be made by means of the standard reductionist explanations. Knowledge of ionic/molecular meclianisms can contribute to our understanding of the human mind as long as we assume an alternative form of explanation, based on psycho-physical similarities, together with an ontological view of mentality and spirituality as embedded in physical nature (and not outside nature, as frequently assumed in western culture).