8 resultados para coordinate descent

em RUN (Repositório da Universidade Nova de Lisboa) - FCT (Faculdade de Cienecias e Technologia), Universidade Nova de Lisboa (UNL), Portugal


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Organisms produce correctly patterned structures across a wide range of organ and body sizes. Despite considerable work revealing the mechanisms that regulate the growth and patterning of organs, those responsible for coordinating organ development with whole-body development are still largely unknown.(...)

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Inorganica Chimica Acta 356 (2003) 215-221

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Transversal vibrations induced by a load moving uniformly along an infinite beam resting on a piece-wise homogeneous visco-elastic foundation are studied. Special attention is paid to the additional vibrations, conventionally referred to as transition radiations, which arise as the point load traverses the place of foundation discontinuity. The governing equations of the problem are solved by the normalmode analysis. The solution is expressed in a form of infinite sum of orthogonal natural modes multiplied by the generalized coordinate of displacement. The natural frequencies are obtained numerically exploiting the concept of the global dynamic stiffness matrix. This ensures that the frequencies obtained are exact. The methodology has restrictions neither on velocity nor on damping. The approach looks simple, though, the numerical expression of the results is not straightforward. A general procedure for numerical implementation is presented and verified. To illustrate the utility of the methodology parametric optimization is presented and influence of the load mass is studied. The results obtained have direct application in analysis of railway track vibrations induced by high-speed trains when passing regions with significantly different foundation stiffness.

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Dissertation presented to obtain the Ph.D degree in Biochemistry

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Dissertation presented to obtain the Ph.D degree in Computational Biology

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The present paper is a personal reflection on a work project carried out to promote exports from Portugal to Germany in the IT area, under consideration of the deliverables required by the clients CCILA and Anetie. The project outcome approaches the fact that the majority of the Portuguese market players has disadvantages in size and does rarely coordinate activities among each other, which hinders them to export successfully on a broad scale. To bring together Portuguese delivery potential and German market demand, expert interviews were conducted. Based on the findings, a concept was developed to overcome the domestic collaboration issues in order to strengthen the national exports in the identified sector - embedded systems implementation services for machinery and equipment companies.

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In this thesis, a feed-forward, back-propagating Artificial Neural Network using the gradient descent algorithm is developed to forecast the directional movement of daily returns for WTI, gold and copper futures. Out-of-sample back-test results vary, with some predictive abilities for copper futures but none for either WTI or gold. The best statistically significant hit rate achieved was 57% for copper with an absolute return Sharpe Ratio of 1.25 and a benchmarked Information Ratio of 2.11.

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RESUMO - Apresenta-se a caracterização e a descrição das novas respostas, bem como dos dispositivos que as permitiram organizar, quanto à prevenção terciária em saúde mental em Portugal. Detalha-se a Região de Lisboa e Vale do Tejo por ser a que mais estruturas criou e que foi alvo do estudo das autoras. Até ao final de 2001 beneficiavam 754 pessoas desta oferta de serviços no nosso país, das quais 473 na Região de Lisboa e Vale do Tejo. A maior parte destes beneficiários, 299, participa em actividades de fórum sócio-ocupacional, estando 99 pessoas inseridas em estruturas residenciais. Daí que se entenda que houve uma melhoria quanto à cobertura de necessidades em termos de prevenção terciária/ reabilitação no nosso país. Considera-se, contudo, que ainda muito está por fazer, uma vez que se continua muito aquém dos ratios de oferta de serviços internacionalmente recomendados. Considera-se desejável que se alargue e aprofunde este projecto, enquadrado com mais rigor em termos de diagnóstico de necessidades nacionais e com uma coordenação mais centralizada que potencie uma melhor gestão do seu quadro de exigências.