Optimal and sub-optimal control in Dengue epidemics

This work concerns the application of the optimal control theory to Dengue epidemics. The dynamics of this insect-borne disease is modelled as a set of non-linear ordinary differential equations including the effect of educational campaigns organized to motivate the population to break the reproduction cycle of the mosquitoes by avoiding the accumulation of still water in open-air recipients. The cost functional is such that it reflects a compromise between actual financial spending (in insecticides and educational campaigns) and the population health (which can be objectively measured in terms of, for instance, treatment costs and loss of productivity). The optimal control problem is solved numerically using a multiple shooting method. However, the optimal control policy is difficult to implement by the health authorities because it is not practical to adjust the investment rate continuously in time. Therefore, a suboptimal control policy is computed assuming, as the admissible set, only those controls which are piecewise constant. The performance achieved by the optimal control and the sub-optimal control policies are compared with the cases of control using only insecticides when Breteau Index is greater or equal to 5 and the case of no-control. The results show that the sub-optimal policy yields a substantial reduction in the cost, in terms of the proposed functional, and is only slightly inferior to the optimal control policy. Copyright (C) 2001 John Wiley & Sons, Ltd.

Justiça penal autoritária e consolidação do estado punitivo no Brasil

The Brazilian democratic transition, still underway today, has run up against enormous difficulty in incorporating penal action. Or, put in yet stronger terms, we could say that the boundaries of democratization processes, delineated through the action of that sector of the State, reveal the possibility that the juridical field remains immune to democratizing change. Although prevailing discourse among law professionals asserts that Penal Justice is undergoing democratization, what we have observed in practice is a strong resistance within the juridical field to assuming political responsibilities within the consolidation of democracy. This article reports analyses and conclusions formulated through observation of the Brazilian penal justice system that gave origin to the thesis entitled Penal Justice in Brazil today: democratic discourse, authoritarian practice. The research sought to reflect on contemporary criminal justice policy, which has been guided by the widening of repression and the continued use of incarceration. Such policy, carried out in Brazil since the beginning of the 1985 political opening has adjusted itself to the liberal project that is also currently underway in the country, as well as in almost the entire Western capitalist world. As we can observe, Penal Justice, even during the execution of sentences, operates in authoritarian and exclusive ways, suppressing the rights guaranteed by law to those who have been sentenced and adopting extremely repressive forms as demonstrated by the extremely sparse benefits that it concedes. Thus, in Brazil, criminality has generally been responded through severe sentences, reflected in the absence of guarantees of constitutional rights and ample recourse to incarceration. In this vein, our contemporary democratic governments have frequently adopted a punitive stance that seeks to reaffirm the State's aptitudes for punishing and controlling criminality. © 2009 Revista de Sociologia e Política.

Experience generalization for multi-agent reinforcement learning

On-line learning methods have been applied successfully in multi-agent systems to achieve coordination among agents. Learning in multi-agent systems implies in a non-stationary scenario perceived by the agents, since the behavior of other agents may change as they simultaneously learn how to improve their actions. Non-stationary scenarios can be modeled as Markov Games, which can be solved using the Minimax-Q algorithm a combination of Q-learning (a Reinforcement Learning (RL) algorithm which directly learns an optimal control policy) and the Minimax algorithm. However, finding optimal control policies using any RL algorithm (Q-learning and Minimax-Q included) can be very time consuming. Trying to improve the learning time of Q-learning, we considered the QS-algorithm. in which a single experience can update more than a single action value by using a spreading function. In this paper, we contribute a Minimax-QS algorithm which combines the Minimax-Q algorithm and the QS-algorithm. We conduct a series of empirical evaluation of the algorithm in a simplified simulator of the soccer domain. We show that even using a very simple domain-dependent spreading function, the performance of the learning algorithm can be improved.

Usefulness of Mycobacterium tuberculosis molecular typing in a tuberculosis low-endemic agro-industrial setting of Brazil

To highlight the transmission and major phylogenetic clades of Mycobacterium tuberculosis, a retrospective study was carried out at two health facilities in a small agro-industrial area in São Paulo, Brazil, that has a low tuberculosis incidence rate. IS6110-RFLP and spoligotyping were performed on the isolates, with the former revealing that 31.3% (35/112) of strains were clustered. Epidemiological links were found in 16 of the 35 clustered patients and were associated with transmission among patients living in public housing. Spoligotyping grouped 62.8% of the strains. The T genetic family predominated among the isolates. Of interest is that five strains had a pattern characteristic of African or Asian origin (ST535), and two others were of the rare localized type ST1888 (BRA, VEN). In addition, three new types-1889, 1890, and 1891-were identified. Spoligotyping showed that some ST may be circulating to or from Brazil, and RFLP revealed ongoing transmission in inadequately ventilated public-housing buildings. This may point to a failure in tuberculosis control policy.

Ensino Jurídico no Brasil: perpetuando o positivismo científico e consolidando o autoritarismo no controle penal

Este artigo reporta análises e conclusões formuladas a partir de observações sobre a Justiça Penal brasileira e que deram origem a tese intitulada “Justiça Penal no Brasil Atual: Discurso democrático – prática autoritária”. Focalizando especificamente o ensino jurídico nacional, este texto procura associar a manutenção do autoritarismo no controle penal à tradição positivista da ciência jurídica nacional.

Os contornos do Estado punitivo no Brasil

Este artigo reporta análises e conclusões formuladas a partir de observações sobre a Justiça Penal brasileira e que deram origem à tese intitulada Justiça Penal no Brasil atual: discurso democrático – prática autoritária. O objetivo desta pesquisa foi o de refletir sobre a política criminal contemporânea, voltada à ampliação da repressão e ao uso contínuo do encarceramento. Tal política, implementada no Brasil logo após a abertura política ocorrida em 1985, ajusta-se ao projeto liberal em curso no país e também em praticamente todo o Ocidente capitalista.

Análise dos processos e instrumentos de ordenação do território: comparação entre Brasil e Portugal

Pós-graduação em Geografia - IGCE

Fiscal policy contradiction: a perspective on Brazil and Mexico

The aim of this paper is to discuss the quality of fiscal policy in Brazil and Mexico and investigate whether fiscal policy influence is favorable to reduce the unemployment rate. Public spending, which has a positive effect on the level of employment when results in additional aggregate demand, may cause a negative effect on employment, if its financing depends on persistent high interest rates. Brazil and Mexico have engaged in a long effort to control public spending and to reduce the public deficit to zero. Does this policy bring a positive result to the economic activity no matter how actual public deficit has been financed? We select variables related to public budget as public sector borrowing requirements, taxes, public debt and others to form a data base. The fiscal institutional arrangement and the data allow us to evaluate the fiscal policy as a whole and to discuss the importance of credibility and reputation of the government.

Paulo Egídio e a sociologia criminal em São Paulo

Este artigo discute a trajetória intelectual e política de Paulo Egídio. Autor praticamente esquecido pelos trabalhos que reconstituem a história do pensamento social no Brasil, Paulo Egídio foi um importante divulgador da sociologia entre o final do século XIX e o início do século XX em São Paulo, tendo produzido uma obra pioneira sobre Durkheim e desenvolvido cursos livres da disciplina. O artigo busca também apresentar alguns aspectos de sua atividade política como senador nos primeiros momentos da República, quando teve destacada participação no debate sobre a criação de uma rede de instituições de controle social e, em particular, sobre a construção de uma nova penitenciária para o estado de São Paulo.

Brazilian foreign policy in the Cardoso era: The search for autonomy through integration

The Fernando Henrique Cardoso administration attempted to replace a reactive foreign policy agenda dominated by a logic of autonomy through distance with a proactive international agenda guided by a logic of autonomy through integration. In adopting this agenda, the administration maintained that Brazil would be able to confront its problems and secure more control over its future if it actively contributed to elaborating the norms and guidelines of the administration of the global order. Because of structural weaknesses, however, this policy of integration, adherence, and participation was not adequately accompanied by positions entailing practical responsibilities - responsibilities that would have prepared both government and civil society for a higher profile in the post - cold-war era. In the end, the gains achieved during Cardoso's tenure failed to alter Brazil's international standing in any significant way. © 2007 Latin American Perspectives.

Crime e loucura: as relações entre a medicina e justiça penal no Rio de Janeiro (1830-1903)

Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)

Os dilemas da sociedade punitiva: reflexões sobre os debates em torno da sociologia da punição

Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)

Ordem social, Polícia Civil e justiça criminal na cidade de São Paulo (1889-1930)

The article aims to review the discussion on police role within institutional reform in São Paulo First Republic implementation. The main argument refers to the formation of brazilian judicial system and to the continuity of the debate on public policies reforms, administration of justice and police control over lower social classes, by means of a criminalization of the poverty. The judicial administration was reformed, but that opened space for police institutions to act without constraints. Despite theses changes, state institutions were also used by tradicional social elites in neo-patrimonial ways, allowing the maintenance of unlawful practices within the system.

Fiscal policy contradiction: a perspective on Brazil and Mexico

The aim of this paper is to discuss the quality of fiscal policy in Brazil and Mexico and investigate whether fiscal policy influence is favorable to reduce the unemployment rate. Public spending, which has a positive effect on the level of employment when results in additional aggregate demand, may cause a negative effect on employment, if its financing depends on persistent high interest rates. Brazil and Mexico have engaged in a long effort to control public spending and to reduce the public deficit to zero. Does this policy bring a positive result to the economic activity no matter how actual public deficit has been financed? We select variables related to public budget as public sector borrowing requirements, taxes, public debt and others to form a data base. The fiscal institutional arrangement and the data allow us to evaluate the fiscal policy as a who leand to discuss the importance of credibility and reputation of the government.

A regulação penal da exclusão social no tráfigo de seres humanos

Pós-graduação em Direito - FCHS