914 resultados para Markov Decision Process


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Dissertação de Mestrado, Gestão Empresarial, Faculdade de Economia, Universidade do Algarve, 2015

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Dissertação (mestrado)—Universidade de Brasília, Centro de Desenvolvimento Sustentável, 2014.

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El objetivo de este estudio, consiste en el análisis de la toma de decisiones del gabinete ministerial del presidente Belisario Betancur, durante la crisis de la toma del Palacio de Justicia por parte del M-19, durante los días 6 y 7 de noviembre de 1985. Para ello, se utilizará un enfoque histórico sociológico e institucional, realizando una revisión documental para describir los hechos previos a la toma del Palacio de Justicia, examinar el escalamiento de la crisis y explicar el proceso de toma de decisiones a nivel del alto gobierno, durante el desarrollo de la toma militar del Palacio. De esta forma se busca comprobar, utilizando principalmente el modelo de políticas gubernamentales de Graham T. Allison, que durante el proceso de toma de decisiones no se realizó un adecuado análisis del contexto, no se tuvo en cuenta los factores psicológicos de cada actor del conflicto, ni hubo claridad sobre el rol que desempeñó cada uno dentro de la mencionada crisis, creando las condiciones para el desenlace violento que generó el conocido Holocausto del Palacio de Justicia.

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Este estudo tem como objetivo definir linhas orientadoras para as estruturas organizacionais em bibliotecas universitárias portuguesas e baseia-se numa investigação que fez uso de métodos diversificados, tanto quantitativos (em extensão), como qualitativos (em profundidade), e cotejou os dados assim obtidos com as práticas mais inovadoras em bibliotecas de diversos países do mundo. Foi feito o enquadramento teórico, para temas relacionados com os da investigação, como as teorias da gestão, as estruturas organizacionais, a liderança, a motivação, a comunicação e o processo de mudança nas organizações. Considerando o meio onde se integram estas bibliotecas, identificaram-se os principais aspetos da política educativa no ensino superior europeu e português. A revisão da literatura permitiu recolher informação sobre algumas tendências mais recentes nas bibliotecas universitárias, em geral e em Portugal. Foram identificadas as tipologias de estruturas organizacionais, as transformações que as mesmas têm sofrido noutros países e que soluções foram encontradas. A partir dos dados recolhidos com o questionário, caracterizaram-se estas bibliotecas portuguesas e os resultados indicam que há uma grande diversidade e que, em grande parte as suas estruturas organizacionais foram alteradas. Com o estudo de caso, detalharam-se aspetos dessas alterações. Concluiu-se que, com as alterações no ensino superior, as bibliotecas podem ter um papel mais ativo no processo de ensino-aprendizagem. As alterações em estruturas organizacionais de bibliotecas universitárias portuguesas ocorreram, na sua grande parte, por razões legais e houve participação das chefias das bibliotecas e dos técnicos superiores especializados em ciências da informação. As novas estruturas organizacionais procuram adaptar-se às transformações externas e internas, optando por estruturas mais flexíveis que incentivam a participação de todos os funcionários na inovação e tomadas de decisão. Como linhas orientadoras, foram indicados um conjunto de princípios por não ser possível um modelo ideal a aplicar em todas as bibliotecas. Cada caso encontrará uma solução que deverá ser continuamente analisada e adaptada à realidade; Organizational structure of university libraries in Portugal Abstract: The purpose of this study is to define guidelines for the organizational structures of Portuguese university libraries and it is based on a research that used as quantitative (in range) as qualitative (in depth) methods and compared the findings with the most innovative practices in libraries all over the world. An approach was made to the theoretical areas of management, organizational structures, leadership, motivation, communication and the process of change in organizations. Considering that these libraries act in higher education institutions it was referred the education policy for higher education, in Europe and in Portugal. The literature review allowed collecting information about the more recent tendencies of the university libraries in general and in Portugal. The organizational structures models were identified as their changes and solutions. From the data from the questionnaire the Portuguese university libraries were described and the results show there is a great variety among them and most of them have transformed their organizational structures. The case study allowed obtaining more information about the process of change in the three selected libraries. It was concluded that, with the changes of higher education, the libraries can play a more active role in the teaching and learning process. The changes of the organizational structures in the Portuguese university libraries occurred mostly for legal reasons and the top of the libraries hierarchy and librarians participated. With the new organizational structures libraries have made all the efforts to adapt to the external and internal transformations with more flexible structures encouraging all staff to participate with ideas and to take part in the decision process. For the guidelines it was pointed out a set of principles to follow as it is not possible to have an ideal model to apply to all the libraries. Each library must find a solution that will be continually analyzed and adapted.

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With an increasing demand for rural resources and land, new challenges are approaching affecting and restructuring the European countryside. While creating opportunities for rural living, it has also opened a discussion on rural gentrification risks. The concept of rural gentrification encircles the influx of new residents leading to an economic upgrade of an area making it unaffordable for local inhabitants to stay in. Rural gentrification occurs in areas perceived as attractive. Paradoxically, in-migrants re-shape their surrounding landscape. Rural gentrification may not only cause displacement of people but also landscape values. Thus, this research aims to understand the twofold role of landscape in rural gentrification theory: as a possible driver to attract residents and as a product shaped by its residents. To understand the potential gentrifiers’ decision process, this research has provided a collection of drivers behind in-migration. Moreover, essential indicators of rural gentrification have been collected from previous studies. Yet, the available indicators do not contain measures to understand related landscape changes. To fill this gap, after analysing established landscape assessment methodologies, evaluating the relevance for assessing gentrification, a new Landscape Assessment approach is proposed. This method introduces a novel approach to capture landscape change caused by gentrification through a historical depth. The measures to study gentrification was applied on Gotland, Sweden. The study showed a population stagnating while the number of properties increased, and housing prices raised. These factors are not indicating positive growth but risks of gentrification. Then, the research applied the proposed Landscape Assessment method for areas exposed to gentrification. Results suggest that landscape change takes place on a local scale and could over time endanger key characteristics. The methodology contributes to a discussion on grasping nuances within the rural context. It has also proven useful for indicating accumulative changes, which is necessary in managing landscape values.

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Over the last century, mathematical optimization has become a prominent tool for decision making. Its systematic application in practical fields such as economics, logistics or defense led to the development of algorithmic methods with ever increasing efficiency. Indeed, for a variety of real-world problems, finding an optimal decision among a set of (implicitly or explicitly) predefined alternatives has become conceivable in reasonable time. In the last decades, however, the research community raised more and more attention to the role of uncertainty in the optimization process. In particular, one may question the notion of optimality, and even feasibility, when studying decision problems with unknown or imprecise input parameters. This concern is even more critical in a world becoming more and more complex —by which we intend, interconnected —where each individual variation inside a system inevitably causes other variations in the system itself. In this dissertation, we study a class of optimization problems which suffer from imprecise input data and feature a two-stage decision process, i.e., where decisions are made in a sequential order —called stages —and where unknown parameters are revealed throughout the stages. The applications of such problems are plethora in practical fields such as, e.g., facility location problems with uncertain demands, transportation problems with uncertain costs or scheduling under uncertain processing times. The uncertainty is dealt with a robust optimization (RO) viewpoint (also known as "worst-case perspective") and we present original contributions to the RO literature on both the theoretical and practical side.

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This paper deals with the long run average continuous control problem of piecewise deterministic Markov processes (PDMPs) taking values in a general Borel space and with compact action space depending on the state variable. The control variable acts on the jump rate and transition measure of the PDMP, and the running and boundary costs are assumed to be positive but not necessarily bounded. Our first main result is to obtain an optimality equation for the long run average cost in terms of a discrete-time optimality equation related to the embedded Markov chain given by the postjump location of the PDMP. Our second main result guarantees the existence of a feedback measurable selector for the discrete-time optimality equation by establishing a connection between this equation and an integro-differential equation. Our final main result is to obtain some sufficient conditions for the existence of a solution for a discrete-time optimality inequality and an ordinary optimal feedback control for the long run average cost using the so-called vanishing discount approach. Two examples are presented illustrating the possible applications of the results developed in the paper.

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This work is concerned with the existence of an optimal control strategy for the long-run average continuous control problem of piecewise-deterministic Markov processes (PDMPs). In Costa and Dufour (2008), sufficient conditions were derived to ensure the existence of an optimal control by using the vanishing discount approach. These conditions were mainly expressed in terms of the relative difference of the alpha-discount value functions. The main goal of this paper is to derive tractable conditions directly related to the primitive data of the PDMP to ensure the existence of an optimal control. The present work can be seen as a continuation of the results derived in Costa and Dufour (2008). Our main assumptions are written in terms of some integro-differential inequalities related to the so-called expected growth condition, and geometric convergence of the post-jump location kernel associated to the PDMP. An example based on the capacity expansion problem is presented, illustrating the possible applications of the results developed in the paper.

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While riparian vegetation can play a major role in protecting land, water and natural habitat in catchments, there are high costs associated with tree planting and establishment and in diverting land from cropping. The distribution of costs and benefits of riparian revegetation creates conflicts in the objectives of various stakeholder groups. Multicriteria analysis provides an appropriate tool to evaluate alternative riparian revegetation options, and to accommodate the conflicting views of various stakeholder groups. This paper discusses an application of multicriteria analysis in an evaluation of riparian revegetation policy options for Scheu Creek, a small sub-catchment in the Johnstone River catchment in north Queensland, Australia. Clear differences are found in the rankings of revegetation options for different stakeholder groups with respect to environmental, social and economic impacts. Implementation of a revegetation option will involve considerable cost for landholders for the benefits of society. Queensland legislation does not provide a means to require farmers to implement riparian revegetation, hence the need for subsidies, tau incentives and moral suasion. (C) 2001 Academic Press.

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Nowadays, the Portuguese insurance industry operates in a market with a much more aggressive structure than a few decades ago. Markets and the economy have become globalised since the last decade of the 20th century. Market forces have gradually shifted – power is now mainly on the demand side. In order to meet the new requirements, the insurance industry must develop a strong strategic ability to respond to constant changes of the new international economic order.One of the basic aspects of this strategic development will focus on the ability to predict the future. We introduce the subject by briefly describing the sector, its organisational structure in the Portuguese market, and challenges arising from the development of the European Union. We then analyse the economic and financial structure of the sector. From this point of view, we aim at the possibility of designing models that could explain the demand for insurance, claims and technical reserves evolution. Such models, (even if based on the past), would resolve, at least partly, one of the greatest difficulties experienced by insurance companies when estimating the budget. Thus, we examine the existence of variables that explain the previous points, which are capable of forming a basis for designing models that are simple but efficient, and can be used for strategic planning.

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Based on the report for “Project IV” unit of the PhD programme on Technology Assessment (Doctoral Conference) at Universidade Nova de Lisboa (December 2011). This thesis research has the supervision of António Moniz (FCT-UNL and ITAS-KIT) and Michael Decker (Karlsruhe Institute of Technology-ITAS). Other members of the thesis committee are Carlos Alberto da Silva (University of Évora), José Maria de Albuquerque (Institute of Welding and Quality), Lotte Steuten (University of Twente), Mário Forjaz Secca (FCT-UNL) and Nelson Chibeles Martins (FCT-UNL).

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BACKGROUND: This study's objective was to evaluate the role of psychological adjustment in the decision-making process to have an abortion and explore individual variables that might influence this decision. METHODS: In this cross-sectional study, we sequentially enrolled 150 women who made the decision to voluntarily terminate a pregnancy in Maternity Dr. Alfredo da Costa, in Lisbon, Portugal, between September 2008 and June 2009. The instruments were the Depression, Anxiety and Stress Scale (DASS), Satisfaction with Social Support Scale (SSSS), Emotional Assessment Scale (EAS), Decision Conflict Scale (DCS), and Beliefs and Values Questionnaire (BVQ). We analyzed the data using Student's T-tests, MANOVA, ANOVA, Tukey's post-hoc tests and CATPCA. Statistically significant effects were accepted for p<0.05. RESULTS: The participants found the decision difficult and emotionally demanding, although they also identified it as a low conflict decision. The prevailing emotions were sadness, fear and stress; but despite these feelings, the participants remained psychologically adjusted in the moment they decided to have an abortion. The resolution to terminate the pregnancy was essentially shared with supportive people and it was mostly motivated by socio-economic issues. The different beliefs and values found in this sample, and their possible associations are discussed. CONCLUSION: Despite high levels of stress, the women were psychologically adjusted at the time of making the decision to terminate the pregnancy. However, opposing what has been previously reported, the women presented high levels of sadness and fear, showing that this decision was hard to make, triggering disruptive emotions.

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A Work Project, presented as part of the requirements for the Award of a Masters Degree in Management from the NOVA – School of Business and Economics

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Geographic information systems give us the possibility to analyze, produce, and edit geographic information. Furthermore, these systems fall short on the analysis and support of complex spatial problems. Therefore, when a spatial problem, like land use management, requires a multi-criteria perspective, multi-criteria decision analysis is placed into spatial decision support systems. The analytic hierarchy process is one of many multi-criteria decision analysis methods that can be used to support these complex problems. Using its capabilities we try to develop a spatial decision support system, to help land use management. Land use management can undertake a broad spectrum of spatial decision problems. The developed decision support system had to accept as input, various formats and types of data, raster or vector format, and the vector could be polygon line or point type. The support system was designed to perform its analysis for the Zambezi river Valley in Mozambique, the study area. The possible solutions for the emerging problems had to cover the entire region. This required the system to process large sets of data, and constantly adjust to new problems’ needs. The developed decision support system, is able to process thousands of alternatives using the analytical hierarchy process, and produce an output suitability map for the problems faced.