Rank-1 Tensor Approximation Methods and Application to Deflation

Because of the attractiveness of the canonical polyadic (CP) tensor decomposition in various applications, several algorithms have been designed to compute it, but efficient ones are still lacking. Iterative deflation algorithms based on successive rank-1 approximations can be used to perform this task, since the latter are rather easy to compute. We first present an algebraic rank-1 approximation method that performs better than the standard higher-order singular value decomposition (HOSVD) for three-way tensors. Second, we propose a new iterative rank-1 approximation algorithm that improves any other rank-1 approximation method. Third, we describe a probabilistic framework allowing to study the convergence of deflation CP decomposition (DCPD) algorithms based on successive rank-1 approximations. A set of computer experiments then validates theoretical results and demonstrates the efficiency of DCPD algorithms compared to other ones

US Current Account Deficit and Exchange Rate Tax

We examine the relationship between the US current account deficit, the international value of the dollar, and the dollar reserves of foreign central banks. We find that the international value of the dollar impacts the US current account and also that dollar depreciations are accompanied by reductions in the inflow of foreign reserves. The inflow reductions are indicative that the US levies an exchange rate tax on foreigners because the foreign stock of reserves loses value.US current account; exchange rate tax

Poster: Reengineering legacy systems for supporting SOA: A case study on the brazilian's secretary of state for taxation

© 2018 Authors. The migration of legacy systems to a service-oriented architecture (SOA) allows to deal with the demand for interoperability and the need to provide a robust high-Available service interface. However, such migration presents a considerable risk, as it often involves the use of different techniques on systems with elevated technical debt and high maintenance costs. For this purpose, a process is instantiated to provide an appropriate set of techniques that will minimize risks and at the same time ensure quality improvement of the systems throughout the migration process. In this sense, this work reports on a case study of the application of a process for the reengineering of legacy systems to support the implementation of SOA project. This study has been applied to the evolution of legacy systems of the Secretariat of State for Taxation of Rio Grande do Norte (SET/RN), Brazil, providing significant results regarding the achievement of important quality goals

Optimization of state assignment in a finite state machine: evaluation of a simulated annealing approach

In this research, the application of the Simulated Annealing algorithm to solve the state assignment problem in finite state machines is investigated. The state assignment is a classic NP-Complete problem in digital systems design and impacts directly on both area and power costs as well as on the design time. The solutions found in the literature uses population-based methods that consume additional computer resources. The Simulated Annealing algorithm has been chosen because it does not use populations while seeking a solution. Therefore, the objective of this research is to evaluate the impact on the quality of the solution when using the Simulated Annealing approach. The proposed solution is evaluated using the LGSynth89 benchmark and compared with other approaches in the state-of-the-art. The experimental simulations point out an average loss in solution quality of 11%, while an average processing performance of 86%. The results indicate that it is possible to have few quality losses with a significant increase in processing performance

Discriminação baseada no peso: representações sociais de internautas sobre a gordofobia

The concept of fat phobia has been usually used to define ways of discrimination towards overweight bodies. The present work aimed to know the social representations of fat phobia elaborated by internet users. A documental research was conducted based on internet comments on an article about fat phobia published by the Superinteressante magazine. Selected opinions comprised a textual corpus which was submitted to a lexical analysis through IRAMUTEQ, revealing five thematic classes: (i) "Health as discourse to justify discrimination", (ii) "Fat versus Slim: instituting differences", (iii) "Weight loss: reinforcement versus deconstruction of the standard", (iv) "Fat phobia: invention or reality?" and (v) "Fat phobia and the (in)appropriateness of affirmative actions". Anchored on the technical and scientific argument which affirms that obesity is an epidemic disease, the representations of internet users legitimized discrimination and prejudice processes against overweight people. Moreover, ironic propositions against quota policy for overweight people showed a dissatisfaction about the existence of affirmative actions that promote equality among social groups, ratifying the idea that the privileges cannot be granted to “inferior groups” or depreciated groups, and these groups, in order to be respected by society, should try to fit their bodies into the refined standard. In this context, aiming to make fat phobia an irrelevant topic, disqualifying the magazine’s approach on this topic, representational strategies directed to deny its existence by comparing suffering between groups or setting differences (fats x thins) was observed. Considering the lack of researches about discrimination against overweight in Brazil, other studies on this topic are suggested

A importância da literatura infantil afro-brasileira e africana no ensino fundamental do SESC - Petrolina/PE

This article aims to analyze the use and the repercussions that occurred with the children's literature Afro-Brazilian and African elementary education of SESC-Petrolina. It was used as the theoretical authors and documents as Brazil (2003), Coelho (2002), Jovino (2006) among others. As methodological resources, documentary analysis took place (the acquis of the SESC), observation of classrooms from 1st to 5th year of elementary school and questionnaires applied through the pedagogical coordinator, librarian and teachers of their respective classes. Found a small, but representative writings about qualitative thematic Afro-Brazilian and African noting that, despite the fact that teachers have the knowledge about the legislation and the theme, the actions taken are not systematized. It is believed in the importance of children's literature and other didactic instruments in promoting and recoverability of a portion of the population historically excluded. As a democratic education, with new paradigms of education valuing the culture diversity and ensuring compliance with the Afro-Brazilian and African culture