On Compositional Modelling

Many solutions to AI problems require the task to be represented in one of a multitude of rigorous mathematical formalisms. The construction of such mathematical models forms a difficult problem which is often left to the user of the problem solver. This void between problem solvers and the problems is studied by the eclectic field of automated modelling. Within this field, compositional modelling, a knowledge-based methodology for system modelling, has established itself as a leading approach. In general, a compositional modeller organises knowledge in a structure of composable fragments that relate to particular system components or processes. Its embedded inference mechanism chooses the appropriate fragments with respect to a given problem, instantiates and assembles them into a consistent system model. Many different types of compositional modeller exist, however, with significant differences in their knowledge representation and approach to inference. This paper examines compositional modelling. It presents a general framework for building and analysing compositional modellers. Based on this framework, a number of influential compositional modellers are examined and compared. The paper also identifies the strengths and weaknesses of compositional modelling and discusses some typical applications.

On Real-Time Monitoring And Control For Efficient Management Of Drinking Water Networks: Barcelona Case Study

Drinking water utilities in urban areas are focused on finding smart solutions facing new challenges in their real-time operation because of limited water resources, intensive energy requirements, a growing population, a costly and ageing infrastructure, increasingly stringent regulations, and increased attention towards the environmental impact of water use. Such challenges force water managers to monitor and control not only water supply and distribution, but also consumer demand. This paper presents and discusses novel methodologies and procedures towards an integrated water resource management system based on advanced ICT technologies of automation and telecommunications for largely improving the efficiency of drinking water networks (DWN) in terms of water use, energy consumption, water loss minimization, and water quality guarantees. In particular, the paper addresses the first results of the European project EFFINET (FP7-ICT2011-8-318556) devoted to the monitoring and control of the DWN in Barcelona (Spain). Results are split in two levels according to different management objectives: (i) the monitoring level is concerned with all the aspects involved in the observation of the current state of a system and the detection/diagnosis of abnormal situations. It is achieved through sensors and communications technology, together with mathematical models; (ii) the control level is concerned with computing the best suitable and admissible control strategies for network actuators as to optimize a given set of operational goals related to the performance of the overall system. This level covers the network control (optimal management of water and energy) and the demand management (smart metering, efficient supply). The consideration of the Barcelona DWN as the case study will allow to prove the general applicability of the proposed integrated ICT solutions and their effectiveness in the management of DWN, with considerable savings of electricity costs and reduced water loss while ensuring the high European standards of water quality to citizens.

Desenvolvimento de um programa de simulação computacional de sistemas de aquecimento solar para água

Esta Tese apresenta uma análise do comportamento térmico de um sistema de aquecimento solar operando por termossifão. Neste tipo de sistema o fluido no coletor solar é circulado por convecção natural, que acontece devido à diferença de massa específica da água ao longo circuito. Nestes sistemas a vazão mássica varia ao longo do dia e do ano, dependendo, dentre outros fatores, da irradiância solar absorvida, do perfil de temperaturas da água no sistema, da geometria, do volume e do perfil de demanda de água quente. Para uma avaliação detalhada do comportamento térmico de aquecedores solares operando por termossifão foram realizados ensaios experimentais e cálculos teóricos. Os resultados dos experimentos concordaram com aqueles apresentados na literatura e sua análise fundamentou o desenvolvimento do aplicativo TermoSim, um programa de simulação computacional do comportamento térmico de sistemas de aquecimento de água com energia solar. O tratamento matemático adotado no TermoSim compreende a modelagem dos coletores solares de acordo com a teoria de Hottel-Bliss-Whillier. O reservatório térmico é modelado com estratificação térmica, convecção e condução entre as camadas. A vazão mássica é obtida a partir do balanço da quantidade de movimento no circuito. Os modelos matemáticos empregados na construção do aplicativo TermoSim foram validados através do confronto dos resultados simulados com medidas experimentais. Foi demonstrado que a utilização destes modelos é adequada e permite reproduzir com precisão o comportamento térmico dos coletores solares e do reservatório térmico. Além do programa TermoSim, foi também desenvolvido o programa TermoDim, que é uma ferramenta para o dimensionamento de sistemas de aquecimento solar, que requer apenas o conhecimento dos parâmetros geométricos do sistema, dados meteorológicos em média mensal e informação a respeito do volume de demanda. O TermoDim é apropriado para estimar o desempenho de aquecedores solares operando por termossifão com tanques verticais e horizontais. O método de dimensionamento do TermoDim é baseado na correlação para a eficiência média mensal obtida neste trabalho a partir de um grande número de simulações.

The trasition from fixed to floating exchange rate regimes: the case of Brazil

This dissertation evaluates macroeconomic management in Brazil from 1994 to the present, with particular focus on exchange rate policy. It points out that while Brazil's Real Plan succeeded in halting the hyperinflation that had reached more than 2000 percent in 1993, it also caused significant real appreciation of the exchange rate situation that was only made worse by the extremely high interest rates and ensuing bout of severe financial crises in the intemational arena. By the end of 1998, the accumulation of internai and externai imbalances led the authorities to drop foreign exchange controls and allow the currency to float. In spite of some initial scepticism, the flexible rate regime cum inflation target proved to work well. Inflation was kept under control; the current account position improved significantly, real interest rates fell and GDP growth resumed. Thus, while great challenges still lie ahead, the recent successes bestow some optimism on the well functioning of this exchange rate regime. The Brazilian case suggests that successful transition from one foreign exchange system to another, particularly during financial crisis, does not depend only on one variable be it fiscal or monetary. In reality, it depends on whole set of co-ordinated policies aimed at resuming price stability with as little exchange rate and output volatility as possible.

Effects of the real plan of the Brazilian banking system

The aim of this paper is to assess the progress of the banking sector before and shortly after the Real Plan. We began by assessing the drop in the inflation revenues (negative real interest rates paid by the excess of demand deposits over total reserve requirements) as a result of the change in inflation from 40% a month for the pre-Real Plan period to a monthly average of 3.65% (IGP-DI), between July 1994 and May 1995. Then, using the financial statement data of a group of 90 banks, we attempt to estimate the net losses due to the inflation drop analyzing the profitability and other parameters of the banking industry. The calculations are made separately for private, state and federal banks. A later analysis on performance using information given to CVM (Securities Exchange Commission) by the six major private banks in the country is also discussed herein.

Is there a price puzzle in Brazil? An application of Bias-Corrected Bootstrap

Using data from the United States, Japan, Germany , United Kingdom and France, Sims (1992) found that positive innovations to shortterm interest rates led to sharp, persistent increases in the price level. The result was conÖrmed by other authors and, as a consequence of its non-expectable nature, was given the name "price puzzle" by Eichenbaum (1992). In this paper I investigate the existence of a price puzzle in Brazil using the same type of estimation and benchmark identiÖcation scheme employed by Christiano et al. (2000). In a methodological improvement over these studies, I qualify the results with the construction of bias-corrected bootstrap conÖdence intervals. Even though the data does show the existence of a statistically signiÖcant price puzzle in Brazil, it lasts for only one quarter and is quantitatively immaterial

The effects of external and internal strikes on total factor productivity

This paper examines structural changes that occur in the total factor productivity (TFP) within countries. It is possible that some episodes of high economic growth or economic decline are associated with permanent productivity shocks, therefore, this research has two objectives. The Örst one is to estimate the structural changes present in TFP for a sample of 81 countries between 1950(60) and 2000. The second one is to identify, whenever possible, episodes in the political and economic history of these countries that may account for the structural breaks in question. The results suggest that about 85% of the TFP time-series present at least one structural break, moreover, at least half the structural changes can be attributed to internal factors, such as independence or a newly adopted constitution, and about 30% to external shocks, such as oil shock or shocks in international interest rates. The majority of the estimated breaks are downwards, indicating that after a break the TFP tends to decrease, implying that institutional rearrangements, external shocks, or internal shocks may be costly and from which it is very di¢ cult to recover.

What happens after the central bank of Brazil increases the target interbank rate by 1%?

I start presenting an explicit solution to Taylorís (2001) model, in order to illustrate the link between the target interest rate and the overnight interest rate prevailing in the economy. Next, I use Vector Auto Regressions to shed some light on the evolution of key macroeconomic variables after the Central Bank of Brazil increases the target interest rate by 1%. Point estimates show a four-year accumulated output loss ranging from 0:04% (whole sample, 1980 : 1-2004 : 2; quarterly data) to 0:25% (Post-Real data only) with a Örst-year peak output response between 0:04% and 1:0%; respectively. Prices decline between 2% and 4% in a 4-year horizon. The accumulated output response is found to be between 3:5 and 6 times higher after the Real Plan than when the whole sample is considered. The 95% confidence bands obtained using bias-corrected bootstrap always include the null output response when the whole sample is used, but not when the data is restricted to the Post-Real period. Innovations to interest rates explain between 4:9% (whole sample) and 9:2% (post-Real sample) of the forecast error of GDP.

Essays on competition and returns of inside money

In an early paper, Cavalcanti and Wallace (2001) showed, using a computable version of Cavalcanti-Wallace model (CW-1999), that optimal regulation induces banks to pay interests, instead of contracting the money supply in an inside money allocation. Here, we generalize CW in two fashions, assuming inside money allocations, so that banks are supposed to issue money as they find a potential producer wishing to produce. The first generalization allows for seasonality due to real shocks on preferences with persistence and for monetary policy improvement. We found an asymmetric path for interest rates when constraints matter, even when shocks are independent. The second generalization allows for bank competition, in the sense that banks can choose between two different banking nets. We proof the existence of simple stable and unstable equilibria and also verify the existence of multiple equilibria.

Economic growth with foreign saving?

Highly indebted countries, particularly the Latin American ones, presented dismal economic outcomes in the 1990s, which are the consequence of the ‘growth cum foreign savings strategy’, or the Second Washington Consensus. Coupled with liberalization of international financial flows, such strategy, which did not make part of the first consensus, led the countries, in the wave of a new world wide capital flow cycle, to high current account deficits and increase in foreign debt, ignoring the solvency constraint and the debt threshold. In practical terms it involved overvalued currencies (low exchange rates) and high interest rates; in policy terms, the attempt to control de budget deficit while the current account deficit was ignored. The paradoxical consequence was the adoption by highly indebted countries of ‘exchange rate populism’, a less obvious but more dangerous form of economic populism.

A tendência à sobreapreciação da taxa de câmbio

Nos países em desenvolvimento há uma tendência à sobrevalorização da taxa de câmbio. Existem duas causas estruturais: a doença holandesa e a atração que altos lucros e taxas de juros nos países em desenvolvimento exercem sobre capitais externos, e quatro causas políticas: a política do crescimento com poupança externa, o controle da inflação através de uma “âncora”, cambial, a política de “aprofundamento de capital”, e o populismo cambial. O país deverá neutralizar esta tendência para poder ter um crescimento rápido, ou sofrerá crises cíclicas de balanço de pagamento

Sinalização de política monetária e movimentos na estrutura a termo da taxa de juros no Brasil

O objetivo deste artigo é examinar como as decisões de taxa de juros básica no Brasil (um forte mecanismo de sinalização em política monetária) afetam a estrutura a termo da curva de juros. Diferentemente de outros trabalhos sobre o caso brasileiro, este avalia a evolução da previsibilidade das decisões de política monetária após a introdução do regime de metas de inflação e, também, compara esta evolução com outros países. A metodologia utilizada é um estudo de eventos em 2 períodos distintos: entre jan/2000 e ago/2003, após a introdução do regime de metas de inflação, e entre set/2003 e jul/2008, quando o regime de metas atinge certa maturidade. Os resultados indicam que: 1) os efeitos surpresa na curva de juros estão menores; 2) o poder explicativo das ações de política monetária aumentou; 3) o mercado tem efetuado o ajuste das expectativas de decisão sobre a taxa de juros com antecedência de 3 dias; 4) a previsibilidade e transparência das decisões de política monetária no Brasil aumentaram e estão próximas daquelas observadas nos EUA e Alemanha e superiores ao caso italiano e britânico.

O Impacto da Política Monetária sobre os juros e crédito bancário

In the last years, credit market has shown strong growth since interest rates and bank spreads have followed a declined route. This dissertation analyzes the impact of the monetary policy on the bank margins and interest rates of some type of credit operations and tests the relation between interest rates, loans and GDP. The cointegration test results can not reject the hypothesis that Selic rate could be affecting the bank margins and interest rates and also that there is a long term relation between interest rates, loans and GDP.

From old to new developmentalism in Latin America

O fracasso do consenso de Washington e das políticas macroeconômicas, baseadas em altas taxas de juros e taxas de câmbio não-competitivas para promover o crescimento da economia, levou os países da América Latina a formularem estratégias nacionais de desenvolvimento. O novo desenvolvimentismo é uma estratégia alternativa não apenas à ortodoxia convencional, mas também ao antigo nacional-desenvolvimentismo latino-americano. Enquanto o antigo nacional desenvolvimentismo era baseado na tendência à deterioração dos termos de troca e, adotando uma abordagem microeconômica, propunha planejamento econômico e industrialização, o novo nacional-desenvolvimentismo pressupõe que a industrialização foi alcançada, apesar de em diferentes estágios em cada país, e argumenta que, para assegurar rápidas taxas de crescimento e o catch up, a tendência que deve ser neutralizada é a da sobrevalorização da taxa de câmbio. Contrariamente à economia convencional, um estado capaz continua sendo o instrumento chave para assegurar o desenvolvimento econômico, a política industrial continua sendo necessária; mas o que distingue a nova abordagem é principalmente o crescimento com poupança interna, ao invés de com poupança externa. Uma política macroeconômica baseada em taxas de juros moderadas e uma taxa de câmbio competitiva, e não altas taxas de juros e moeda sobreapreciada conforme recomenda a ortodoxia convencional.

O uso de derivativos e gerenciamento de riscos em empresas brasileiras não-financeiras

Este artigo apresenta os resultados de uma pesquisa sobre uso de derivativos junto a 50 empresas não-financeiras brasileiras. A proporção de empresas que usam derivativos no Brasil não é significativamente diferente da de outros países que foram objeto de pesquisa, com exceção dos EUA. A exemplo do que foi verificado internacionalmente, as evidências sugerem que os gestores de empresas não-financeiras brasileiras usam derivativos principalmente com o propósito de gerenciar risco, e não com fins especulativos. O uso de derivativos por classes de risco no Brasil segue os padrões internacionais, ou seja, o tipo de exposição mais comumente gerenciada com derivativos é a cambial, seguido pelo risco de taxas de juros, de commodities e de patrimônio. Apesar da alta volatilidade dos mercados brasileiros, as preocupações principais dos gestores de risco brasileiros parecem estar mais ligadas às questões do arcabouço legal e institucional do que aos aspectos econômico-financeiros diferentemente do encontrado em outros países.