965 resultados para Games with a purpose
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Três experimentos foram conduzidos com o objetivo de avaliar o efeito da utilização de probióticos na dieta de frangos de corte sobre as características da cama reutilizada e das lesões de peito, joelho e coxim plantar. Foram utilizados em cada experimento 800 pintos machos de um dia, da linhagem comercial Ross, alojados em 20 boxes, em densidade populacional de 10 aves/m². O delineamento foi inteiramente casualizado e os tratamentos distribuídos em esquema fatorial 2 × 2 (cama nova ou reutilizada x rações com ou sem probiótico). O probiótico utilizado nas dietas foi composto por Bacillus subtilis e B. coagulans (2x10(9) e 1x10(7) ufc, respectivamente). Aos 42 dias de idade, quatro aves de cada boxe foram abatidas para análise das lesões de peito, joelho e coxim plantar. A cama de cada boxe foi amostrada para determinação dos teores de MS e nitrogênio, do potencial de volatilização de amônia e do pH. A cama reutilizada apresentou maior teor de MS, maiores valores de pH e potencial de volatilização de amônia e menor teor de nitrogênio. O probiótico usado nas rações resultou em maior potencial de volatilização de amônia. As lesões de coxim plantar e joelho foram maiores quando utilizada cama nova. As camas reutilizadas por dois, três e quatro ciclos causaram menores lesões de joelho e coxim plantar. O probiótico não promoveu efeito benéfico sobre a cama reutilizada.
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We propose a new paradigm for collective learning in multi-agent systems (MAS) as a solution to the problem in which several agents acting over the same environment must learn how to perform tasks, simultaneously, based on feedbacks given by each one of the other agents. We introduce the proposed paradigm in the form of a reinforcement learning algorithm, nominating it as reinforcement learning with influence values. While learning by rewards, each agent evaluates the relation between the current state and/or action executed at this state (actual believe) together with the reward obtained after all agents that are interacting perform their actions. The reward is a result of the interference of others. The agent considers the opinions of all its colleagues in order to attempt to change the values of its states and/or actions. The idea is that the system, as a whole, must reach an equilibrium, where all agents get satisfied with the obtained results. This means that the values of the state/actions pairs match the reward obtained by each agent. This dynamical way of setting the values for states and/or actions makes this new reinforcement learning paradigm the first to include, naturally, the fact that the presence of other agents in the environment turns it a dynamical model. As a direct result, we implicitly include the internal state, the actions and the rewards obtained by all the other agents in the internal state of each agent. This makes our proposal the first complete solution to the conceptual problem that rises when applying reinforcement learning in multi-agent systems, which is caused by the difference existent between the environment and agent models. With basis on the proposed model, we create the IVQ-learning algorithm that is exhaustive tested in repetitive games with two, three and four agents and in stochastic games that need cooperation and in games that need collaboration. This algorithm shows to be a good option for obtaining solutions that guarantee convergence to the Nash optimum equilibrium in cooperative problems. Experiments performed clear shows that the proposed paradigm is theoretical and experimentally superior to the traditional approaches. Yet, with the creation of this new paradigm the set of reinforcement learning applications in MAS grows up. That is, besides the possibility of applying the algorithm in traditional learning problems in MAS, as for example coordination of tasks in multi-robot systems, it is possible to apply reinforcement learning in problems that are essentially collaborative
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O experimento desenvolveu-se no Setor de Caprinocultura da FMVZ - UNESP - Campus de Botucatu, com o objetivo de estudar a influência da somatotropina bovina recombinante (rbST - nome comercial: Boostin 250 mg) na produção de leite, nos constituintes do leite, peso e escore de condição corporal de cabras durante o ciclo lactacional. Foram usadas 21 cabras da raça Parda Alpina, com idade entre 1 ½ e 4 anos, distribuídas aleatoriamente entre três tratamentos de sete animais cada: controle (T1 - sem rbST); completo, safra e entressafra (T2 - rbST após 45 dias de lactação); e apenas entressafra (T3 - rbST após 154 dias de lactação). Os animais dos três tratamentos receberam a mesma alimentação, que diferiu apenas na quantidade de concentrado, ajustada de acordo com a produção de leite dos animais. Não se observou aumento na produção de leite dos animais tratados, mas a persistência da lactação foi maior nestes animais. Não se observou diferença entre animais controles e tratados quanto aos constituintes do leite (densidade, gordura, EST, lactose e proteína). O peso e o índice de condição corporal também não apresentaram diferença significativa entre animais tratados e controle.
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O trabalho foi realizado com o objetivo de estimar a retenção e a exigência líquida dos minerais Na, K, Mg, S, Fe e Zn durante a gestação de cabras com um ou dois fetos. A estimativa de retenção foi baseada na diferença entre o total de cada mineral depositado no feto, útero, membranas, fluídos fetais e glândula mamária dos animais nas diferentes etapas da gestação e o total de cada mineral armazenado nas cabras vazias, utilizando-se o modelo de predição ln=A+Bx+Cx2, em que x=tempo de gestação. Os conteúdos de Na, K, Mg, S, Fe e Zn, durante as gestações de um e dois fetos foram de: 13,2 e 21,4 mg; 13,3 e 21,3 g; 2,1 e 3,7 mg; 5,5 e 9,3 mg; 575,5 e 981,0 mg; 112,6 e 164,7 mg nas gestações, resultando em exigências líquidas diárias de 0,13 e 0,11 g; 0,21 e 0,31 g; 0,06 e 0,11g; 0,17 e 0,21 g; 22,94 e 40,51 mg; 2,63 e 2,78 mg, respectivamente.
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This work presents a set of intelligent algorithms with the purpose of correcting calibration errors in sensors and reducting the periodicity of their calibrations. Such algorithms were designed using Artificial Neural Networks due to its great capacity of learning, adaptation and function approximation. Two approaches willbe shown, the firstone uses Multilayer Perceptron Networks to approximate the many shapes of the calibration curve of a sensor which discalibrates in different time points. This approach requires the knowledge of the sensor s functioning time, but this information is not always available. To overcome this need, another approach using Recurrent Neural Networks was proposed. The Recurrent Neural Networks have a great capacity of learning the dynamics of a system to which it was trained, so they can learn the dynamics of a sensor s discalibration. Knowingthe sensor s functioning time or its discalibration dynamics, it is possible to determine how much a sensor is discalibrated and correct its measured value, providing then, a more exact measurement. The algorithms proposed in this work can be implemented in a Foundation Fieldbus industrial network environment, which has a good capacity of device programming through its function blocks, making it possible to have them applied to the measurement process
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This work proposes the development of an intelligent system for analysis of digital mammograms, capable to detect and to classify masses and microcalcifications. The digital mammograms will be pre-processed through techniques of digital processing of images with the purpose of adapting the image to the detection system and automatic classification of the existent calcifications in the suckles. The model adopted for the detection and classification of the mammograms uses the neural network of Kohonen by the algorithm Self Organization Map - SOM. The algorithm of Vector quantization, Kmeans it is also used with the same purpose of the SOM. An analysis of the performance of the two algorithms in the automatic classification of digital mammograms is developed. The developed system will aid the radiologist in the diagnosis and accompaniment of the development of abnormalities
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This work proposes the development of a Computer System for Analysis of Mammograms SCAM, that aids the doctor specialist in the identification and analysis of existent lesions in digital mammograms. The computer system for digital mammograms processing will make use of a group of techniques of Digital Image Processing (DIP), with the purpose of aiding the medical professional to extract the information contained in the mammogram. This system possesses an interface of easy use for the user, allowing, starting from the supplied mammogram, a group of processing operations, such as, the enrich of the images through filtering techniques, the segmentation of areas of the mammogram, the calculation the area of the lesions, thresholding the lesion, and other important tools for the medical professional's diagnosis. The Wavelet Transform will used and integrated into the computer system, with the objective of allowing a multiresolution analysis, thus supplying a method for identifying and analyzing microcalcifications
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In this work, we propose methodologies and computer tools to insert robots in cultural environments. The basic idea is to have a robot in a real context (a cultural space) that can represent an user connected to the system through Internet (visitor avatar in the real space) and that the robot also have its representation in a Mixed Reality space (robot avatar in the virtual space). In this way, robot and avatar are not simply real and virtual objects. They play a more important role in the scenery, interfering in the process and taking decisions. In order to have this service running, we developed a module composed by a robot, communication tools and ways to provide integration of these with the virtual environment. As welI we implemented a set of behaviors with the purpose of controlling the robot in the real space. We studied available software and hardware tools for the robotics platform used in the experiments, as welI we developed test routines to determine their potentialities. Finally, we studied the behavior-based control model, we planned and implemented alI the necessary behaviors for the robot integration to the real and virtual cultural spaces. Several experiments were conducted, in order to validate the developed methodologies and tools
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Este trabalho teve por objetivo realizar um levantamento em 40 vinhedos de 'Niagara Rosada' nos municípios de Jundiaí e Louveira-SP, sendo metade sobre o porta-enxerto 'Ripária do Traviú' e outra sobre o 'IAC 766'. Determinaram-se, em cada vinhedo, a produtividade, a duração do ciclo, o número de cachos e de ramos produtivos por planta, as características físicas dos cachos e bagas, e o acúmulo de nutrientes pelos cachos. Avaliaram-se nos cachos amostrados a massa da matéria fresca, o comprimento e a largura dos cachos e baga, e diâmetro do pedicelo. Os cachos de cada vinhedo amostrado foram secos em estufa e posteriormente submetidos à análise química para determinar os teores de macro e micronutrientes, visando a estimar o acúmulo de nutrientes por tonelada de uva. Constatou-se um comportamento semelhante entre os porta-enxertos para os dados de produtividade, duração do ciclo, número de cachos e ramos produtivos, sendo de, respectivamente, 11.100kg ha-1, 134 dias, 13 cachos e 9 ramos produtivos. Quanto às características físicas, os valores médios da massa da matéria fresca, comprimento e largura dos cachos foram de, respectivamente, 209g, 12 e 6,8cm; massa da matéria fresca, comprimento e largura das bagas, e diâmetro do pedicelo de, respectivamente, 4,3g; 19,9; 18,2 e 3,2mm. Quanto ao acúmulo de nutrientes, concluiu-se que a cultivar Niagara Rosada enxertada sobre 'Ripária do Traviú' apresentou maior acúmulo de P, Fe e Zn, enquanto sobre o porta-enxerto 'IAC 766' houve maior acúmulo de Mn. em ambos os porta-enxertos, a 'Niagara Rosada' apresentou a seguinte escala de acúmulo de nutrientes em ordem decrescente: K>N>P>Ca>S>Mg>B>Fe>Mn>Cu>Zn.
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The fly of the syrphid Microdon tigrinus is a specific social parasite of leaf-cutting ant, Acromyrmex coronatus. Six colonies of Acromyrmex coronatus were collected in plastic containers, which there was a layer of 1 cm of plaster, with the purpose of maintaining the humidity of fungus culture. Larvae of social parasite were separate for the establishment of instars number, through morphometric study. The data were measured of 165 larvae, using spiracle (length (Ls), width (Ws) and distance between spiracle (Ds)). After that, the morphometric data obtained for the larvae were submitted to cluster analysis by Wong's hybrid method, which produces the adequate number of groups through pseudo F-statistics and pseudo t-squared statistics. The three morphometric variables studied permitted grouping of larvae into the following three distinct groups: cluster 1 [long dash] consisting of 55 larvae (Ls=0.177[plus or minus]0.026, Ws=0.163[plus or minus]0.030, Ds=0.052[plus or minus]0.008 mm); cluster 2 - consisting of 20 larvae (Ls=0.631[plus or minus]0.065, Ws=0.630[plus or minus]0.049, Ds=0.065[plus or minus]0.018 mm); cluster 3 - consisting of 90 larvae (Ls=1.294[plus or minus]0.062, Ws=1.308[plus or minus]0.069, Ds=0.140[plus or minus]0.018 mm). of the all couples, only 1 obtained success in the mating, and the female, after 24 hours, began the oviposition. The female layed 76 eggs in a period of 6 days, after that, her death. The larvae emerged in the seventh day (incubation period [plus or minus] 7 days). From 76 eggs, 54 were viable, with a viability of 71.05%. This study contributes to the knowledge of Microdon tigrinus biology of, a social parasite poorly studied in Brazil.
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Tendo em vista que o conhecimento do comportamento de uma cultura, em determinada região, determina o sucesso da produção, a qualidade do produto final e a garantia de aceitação pelo mercado consumidor, o presente trabalho teve como objetivo avaliar a produção e as características físicas e físico-químicas de frutos de cultivares de pessegueiro e nectarineira, cultivados ou não tradicionalmente em São Paulo, mas que possam vir a apresentar uma opção de diversificação aos fruticultores do município de Botucatu-SP, e regiões climáticas semelhantes. O experimento foi realizado durante três ciclos agrícolas: 2006/2007, 2007/2008 e 2008/2009, na Faculdade de Ciências Agronômicas, UNESP, Botucatu-SP. O clima da região é do tipo mesotérmico, Cwa, ou seja, subtropical úmido com chuvas no verão e seca no inverno. As cultivares de pessegueiro avaliadas foram: Turmalina, Cascata 968, Cascata 848, Cascata 587, Conserva 693, Precocinho, Diamante Mejorado, Oro Azteca, CP-9553CYN e Tropic Beauty. A cultivar de nectarineira avaliada foi 'Sun Blaze'. Foram avaliadas características de produção e qualidade dos frutos. Os resultados obtidos permitiram concluir que a cultivar Turmalina foi a mais produtiva. As cultivares Cascata 968 e Diamante Mejorado apresentaram o maior teor de sólidos solúveis, e as cultivares Cascata 587 e CP 9553 CYN, a maior relação sólidos solúveis/acidez titulável.
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Acerola (Malpighia emarginata D.C.) is a red fruit widely cultivated in Brazil, especially in the Northeastern region. Its increasing demand is attributed to its high ascorbic acid contents. Besides ascorbic acid, widely known by its health-benefit effects, acerola is rich in anthocyanins, which contribute for the antioxidant power of the fruit. Acerola processing produces a bright-red pomace, usually discarded. The further processing of this pomace, in order to explore its antioxidant compounds, could enhance acerola market value and rentability of its processing. Both ascorbic acid and anthocyanins are highly susceptible to degradation, that can be delayed by microencapsulation, which consists on packing particles (core) in an edible matrix (wall material). This work has been made with the purpose of producing a microencapsulated acerola pomace extract, which could be used by the food industry as a functional ingredient with antioxidant and coloring properties. Antioxidant compounds were recovered by pressing the pomace diluted in a solvent (a citric acid aqueous solution), by using a central composite design, with two variables: citric acid concentration in the solvent (0-2%), and solvent: pomace mass ratio (2:1-6:1). The acerola pomace extract was then microencapsulated by spray drying. A central composite design was adopted, with three variables: inlet temperature of the spray dryer (170o-200oC), wall material: acerola solids mass ratio (2:1-5:1), and degree of maltodextrin replacement by cashew tree gum as wall material (0-100%). The cashew tree gum was used because of its similarity to arabic gum, which is regarded as the wall material by excellence. The following conditions were considered as optimal for extraction of anthocyanins and ascorbic acid: solvent/pomace ratio, 5:1, and no citric acid in the solvent. 82.47% of the anthocyanins were recovered, as well as 83.22% of the ascorbic acid. Anthocyanin and ascorbic acid retentions were favored by lower inlet temperatures, higher wall material: acerola solids mass ratio and higher maltodextrin replacement by cashew tree gum, which was presented as a promising wall material. The more adequate microencapsulation conditions, based not only on retention of antioxidant compounds but also on physical properties of the final powder, were the following: inlet temperature, 185oC; wall material: acerola solids mass ratio, 5:1, and minimum degree of maltodextrin replacement by cashew tree gum, 50%
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Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)
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Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)
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Este trabalho foi conduzido no Laboratório de Análise de Sementes, do Departamento de Produção Vegetal, da Universidade Estadual Paulista (Botucatu/SP), com o objetivo de avaliar os efeitos causados por diferentes períodos de envelhecimento acelerado na lixiviação de íons e de proteínas solúveis em sementes de milho. Sementes de milho do híbrido BR 3123 foram colocadas sobre tela em gerbox, contendo 40mL de água destilada, e mantidas a temperatura de 42°C por períodos de 0, 24, 48, 72, 96, 120, 144 e 166 horas. Após o envelhecimento, parte das sementes foi colocada para germinar, empregando quatro repetições para cada período, obtendo-se a porcentagem de plântulas normais no quarto dia. em outra parte realizou-se, após manutenção em copos plásticos com 75mL de H2O destilada por 24 horas à 25°C, leituras de condutividade elétrica (µS.cm-1.g-1), determinação de íons (mg.L-1.g de semente-1) e de proteínas solúveis totais (µproteina.g-1.mL-1) lixiviadas na solução. Os resultados indicaram que a elevação dos valores de condutividade elétrica e de lixiviado de proteínas totais ocorreu a partir de 72 horas de envelhecimento acelerado. A lixiviação de potássio foi mais acentuada que a dos íons cálcio, zinco, manganês, cobre, ferro e magnésio.