3 resultados para Bias-Variance Trade-off

em Universidade Complutense de Madrid


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This paper provides a new reading of a classical economic relation: the short-run Phillips curve. Our point is that, when dealing with inflation and unemployment, policy-making can be understood as a multicriteria decisionmaking problem. Hence, we use so-called multiobjective programming in connection with a computable general equilibrium (CGE) model to determine the combinations of policy instruments that provide efficient combinations of inflation and unemployment. This approach results in an alternative version of the Phillips curve labelled as efficient Phillips curve. Our aim is to present an application of CGE models to a new area of research that can be especially useful when addressing policy exercises with real data. We apply our methodological proposal within a particular regional economy, Andalusia, in the south of Spain. This tool can give some keys for policy advice and policy implementation in the fight against unemployment and inflation.

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La oferta del microcrédito por parte de las instituciones microfinancieras distingue dos enfoques, el llamado “alivio de la pobreza” y el de “autosostenibilidad financiera”. En este trabajo se hace una comparativa mundial de cuatro regiones de países en vías de desarrollo con el fin de identificar bajo qué enfoque la población accede al microcrédito y a su vez verificar si existe un trade off entre ambos enfoques. Para su contrastación se han utilizado diez indicadores financieros y sociales clasificados en dos categorías, la sostenibilidad financiera y el alcance (nivel de pobreza). Los resultados obtenidos concluyen que el modelo financiero se presenta con más notoriedad en las regiones de América Latina y el Caribe y Oriente Medio/África del Norte mientras que en África prevalece el modelo social y en la región de Asia Meridional se aprecia un equilibrio entre ambos enfoques. Igualmente, se constata la contribución al alivio de la pobreza cuando el acceso del microcrédito se dirige mayoritariamente a la mujer.

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Reconfigurable platforms are a promising technology that offers an interesting trade-off between flexibility and performance, which many recent embedded system applications demand, especially in fields such as multimedia processing. These applications typically involve multiple ad-hoc tasks for hardware acceleration, which are usually represented using formalisms such as Data Flow Diagrams (DFDs), Data Flow Graphs (DFGs), Control and Data Flow Graphs (CDFGs) or Petri Nets. However, none of these models is able to capture at the same time the pipeline behavior between tasks (that therefore can coexist in order to minimize the application execution time), their communication patterns, and their data dependencies. This paper proves that the knowledge of all this information can be effectively exploited to reduce the resource requirements and the timing performance of modern reconfigurable systems, where a set of hardware accelerators is used to support the computation. For this purpose, this paper proposes a novel task representation model, named Temporal Constrained Data Flow Diagram (TCDFD), which includes all this information. This paper also presents a mapping-scheduling algorithm that is able to take advantage of the new TCDFD model. It aims at minimizing the dynamic reconfiguration overhead while meeting the communication requirements among the tasks. Experimental results show that the presented approach achieves up to 75% of resources saving and up to 89% of reconfiguration overhead reduction with respect to other state-of-the-art techniques for reconfigurable platforms.