The phenomenon of oligarchy in Russia and its impact on Russian transition

Nowadays any analysis of Russian economy is incomplete without taking into account the phenomenon of oligarchy. Russian oligarchs appeared after the fall of the Soviet Union and are represented by wealthy businessmen who control a huge part of natural resources enterprises and have a big political influence. Oligarchs’ shares in some natural resources industries reach even 70-80%. Their role in Russian economy is big without any doubts, however there has been very little economic analysis done. The aim of this work is to examine Russian oligarchy on micro and macro levels, its role in Russia’s transition and the possible positive and negative outcomes from this phenomenon. For this purpose the work presents two theoretical models. The first part of this thesis work examines the role of oligarchs on micro level, concentrating on the question whether the oligarchs can be more productive owners than other types of owners. To answer the question this part presents a model based on the article “Are oligarchs productive? Theory and evidence” by Y. Gorodnichenko and Y. Grygorenko. It is followed by empirical test based on the works of S. Guriev and A. Rachinsky. The model predicts oligarchs to invest more in the productivity of their enterprises and have higher returns on capital, therefore be more productive owners. According to the empirical test, oligarchs were found to outperform other types of owners, however it is not defined whether the productivity gains offset losses in tax revenue. The second part of the work concentrates on the role of oligarchy on macro level. More precisely, it examines the assumption that the depression after 1998 crises in Russia was caused by the oligarchs’ behavior. This part presents a theoretical model based on the article “A macroeconomic model of Russian transition: The role of oligarchic property rights” by S. Braguinsky and R. Myerson, where the special type of property rights is introduced. After the 1998 crises oligarchs started to invest all their resources abroad to protect themselves from political risks, which resulted in the long depression phase. The macroeconomic model shows, that better protection of property rights (smaller political risk) or/and higher outside investing could reduce the depression. Taking into account this result, the government policy can change the oligarchs’ behavior to be more beneficial for the Russian economy and make the transition faster.

Enhanced Ion Anisotropy by Nonconventional Coordination Geometry: Single-Chain Magnet Behavior for a [{(FeL)-L-II}(2){Nb-IV(CN)(8)}] Helical Chain Compound Designed with Heptacoordinate Fe-II

Nonconventional heptacoordination in combination with efficient magnetic exchange coupling is shown to yield a 1-D heteronuclear {(FeNbIV)-Nb-II} compound with remarkable magnetic features when compared to other Fe(II)-based single chain magnets (SCM). Cyano-bridged heterometallic {3d-4d} and {3d-5d} chains are formed upon assembling Fe(II) bearing a pentadentate macrocycle as the blocking ligand with octacyano metallates, [M(CN)(8)](4-) (M = Nb-IV, Mo-IV, W-IV.) X-ray diffraction (single-crystal and powder) measurements reveal that the [{(H2O)Fe(L-1)}{M(CN)(8)}{Fe(L-1)}](infinity) architectures consist of isomorphous 1-D polymeric structures based on the alternation of {Fe(L-1)}(2+) and {M(CN)(8)}(4-) units (L-1 stands for the pentadentate macrocycle). Analysis of the magnetic susceptibility behavior revealed cyano-bridged {Fe-Nb} exchange interaction to be antiferromagnetic with J = -20 cm(-1) deduced from fitting an Ising model taking into account the noncollinear spin arrangement. For this ferrimagnetic chain a slow relaxation of its magnetization is observed at low temperature revealing a SCM behavior with Delta/k(B) = 74 K and tau(0) = 4.6 x 10(-11) s. The M versus H behavior exhibits a hysteresis loop with a coercive field of 4 kOe at 1 K and reveals at 380 mK magnetic avalanche processes, i.e., abrupt reversals in magnetization as H is varied. The origin of these characteristics is attributed to the combination of efficient {Fe-Nb} exchange interaction and significant anisotropy of the {Fe(L-1)) unit. High field EPR and magnetization experiments have revealed for the parent compound [Fe(L-1)(H2O)(2)]Cl-2 a negative zero field splitting parameter of D approximate to -17 cm(-1). The crystal structure, magnetic behavior, and Mossbauer data for [Fe(L-1)(H2O)(2)]Cl-2 are also reported.

Enhanced Ion Anisotropy by Nonconventional Coordination Geometry: Single-Chain Magnet Behavior for a [{(FeL)-L-II}(2){Nb-IV(CN)(8)}] Helical Chain Compound Designed with Heptacoordinate Fe-II

Nonconventional heptacoordination in combination with efficient magnetic exchange coupling is shown to yield a 1-D heteronuclear {(FeNbIV)-Nb-II} compound with remarkable magnetic features when compared to other Fe(II)-based single chain magnets (SCM). Cyano-bridged heterometallic {3d-4d} and {3d-5d} chains are formed upon assembling Fe(II) bearing a pentadentate macrocycle as the blocking ligand with octacyano metallates, [M(CN)(8)](4-) (M = Nb-IV, Mo-IV, W-IV.) X-ray diffraction (single-crystal and powder) measurements reveal that the [{(H2O)Fe(L-1)}{M(CN)(8)}{Fe(L-1)}](infinity) architectures consist of isomorphous 1-D polymeric structures based on the alternation of {Fe(L-1)}(2+) and {M(CN)(8)}(4-) units (L-1 stands for the pentadentate macrocycle). Analysis of the magnetic susceptibility behavior revealed cyano-bridged {Fe-Nb} exchange interaction to be antiferromagnetic with J = -20 cm(-1) deduced from fitting an Ising model taking into account the noncollinear spin arrangement. For this ferrimagnetic chain a slow relaxation of its magnetization is observed at low temperature revealing a SCM behavior with Delta/k(B) = 74 K and tau(0) = 4.6 x 10(-11) s. The M versus H behavior exhibits a hysteresis loop with a coercive field of 4 kOe at 1 K and reveals at 380 mK magnetic avalanche processes, i.e., abrupt reversals in magnetization as H is varied. The origin of these characteristics is attributed to the combination of efficient {Fe-Nb} exchange interaction and significant anisotropy of the {Fe(L-1)) unit. High field EPR and magnetization experiments have revealed for the parent compound [Fe(L-1)(H2O)(2)]Cl-2 a negative zero field splitting parameter of D approximate to -17 cm(-1). The crystal structure, magnetic behavior, and Mossbauer data for [Fe(L-1)(H2O)(2)]Cl-2 are also reported.

The phenomenon of oligarchy in Russia and its impact on Russian transition

Nowadays any analysis of Russian economy is incomplete without taking into account the phenomenon of oligarchy. Russian oligarchs appeared after the fall of the Soviet Union and are represented by wealthy businessmen who control a huge part of natural resources enterprises and have a big political influence. Oligarchs’ shares in some natural resources industries reach even 70-80%. Their role in Russian economy is big without any doubts, however there has been very little economic analysis done. The aim of this work is to examine Russian oligarchy on micro and macro levels, its role in Russia’s transition and the possible positive and negative outcomes from this phenomenon. For this purpose the work presents two theoretical models. The first part of this thesis work examines the role of oligarchs on micro level, concentrating on the question whether the oligarchs can be more productive owners than other types of owners. To answer the question this part presents a model based on the article “Are oligarchs productive? Theory and evidence” by Y. Gorodnichenko and Y. Grygorenko. It is followed by empirical test based on the works of S. Guriev and A. Rachinsky. The model predicts oligarchs to invest more in the productivity of their enterprises and have higher returns on capital, therefore be more productive owners. According to the empirical test, oligarchs were found to outperform other types of owners, however it is not defined whether the productivity gains offset losses in tax revenue. The second part of the work concentrates on the role of oligarchy on macro level. More precisely, it examines the assumption that the depression after 1998 crises in Russia was caused by the oligarchs’ behavior. This part presents a theoretical model based on the article “A macroeconomic model of Russian transition: The role of oligarchic property rights” by S. Braguinsky and R. Myerson, where the special type of property rights is introduced. After the 1998 crises oligarchs started to invest all their resources abroad to protect themselves from political risks, which resulted in the long depression phase. The macroeconomic model shows, that better protection of property rights (smaller political risk) or/and higher outside investing could reduce the depression. Taking into account this result, the government policy can change the oligarchs’ behavior to be more beneficial for the Russian economy and make the transition faster.

Effect of Constant and Cyclic Current Stressing on the Evolution of Intermetallic Compound Layers

In this paper the effects of constant and cyclic power loads on the evolution of interfacial reaction layers in lead-free solder interconnections are presented. Firstly, the differences in the growth behavior of intermetallic compound (IMC) layers at the cathode and anode sides of the interconnections are rationalized. This is done by considering the changes in the intrinsic fluxes of elements owing to electromigration as well as taking into account the fact that the growth of Cu3Sn and Cu6Sn5 are coupled via interfacial reactions. In this way, better understanding of the effect of electron flux on the growth of each individual layer in the Cu-Sn system can be achieved. Secondly, it is shown that there is a distinct difference between steady-state current stressing (constant current, constant temperature) and power cycling with alternating on- and off-cycle periods (accompanied by a change of temperature). The reasons behind the observed differences are subsequently discussed. Finally, special care is taken to ensure that the current densities are chosen in such a way that there is no risk for even partial melting of the solder interconnections.

The evolution of complexity in social organization-A model using dominance-subordinate behavior in two social wasp species

Dominance and subordinate behaviors are important ingredients in the social organizations of group living animals. Behavioral observations on the two eusocial species Ropalidia marginata and Ropalidia cyathiformis suggest varying complexities in their social systems. The queen of R. cyathiformis is an aggressive individual who usually holds the top position in the dominance hierarchy although she does not necessarily show the maximum number of acts of dominance, while the R. marginata queen rarely shows aggression and usually does not hold the top position in the dominance hierarchy of her colony. In R. marginata, more workers are involved in dominance-subordinate interactions as compared to R. cyathiformis. These differences are reflected in the distribution of dominance-subordinate interactions among the hierarchically ranked individuals in both the species. The percentage of dominance interactions decreases gradually with hierarchical ranks in R. marginata while in R. cyathiformis it first increases and then decreases. We use an agent-based model to investigate the underlying mechanism that could give rise to the observed patterns for both the species. The model assumes, besides some non-interacting individuals, the interaction probabilities of the agents depend on their pre-differentiated winning abilities. Our simulations show that if the queen takes up a strategy of being involved in a moderate number of dominance interactions, one could get the pattern similar to R. cyathiformis, while taking up the strategy of very low interactions by the queen could lead to the pattern of R. marginata. We infer that both the species follow a common interaction pattern, while the differences in their social organization are due to the slight changes in queen as well as worker strategies. These changes in strategies are expected to accompany the evolution of more complex societies from simpler ones.

Risk-sensitive control of continuous time Markov chains

We study risk-sensitive control of continuous time Markov chains taking values in discrete state space. We study both finite and infinite horizon problems. In the finite horizon problem we characterize the value function via Hamilton Jacobi Bellman equation and obtain an optimal Markov control. We do the same for infinite horizon discounted cost case. In the infinite horizon average cost case we establish the existence of an optimal stationary control under certain Lyapunov condition. We also develop a policy iteration algorithm for finding an optimal control.

Compressive flow behavior of Al-Si based alloy: Role of heat treatment

The flow characteristics of a near eutectic Al-Si based cast alloy have been examined in compression at strain rates varying from 3 x 10(-4) to 10(2) s(-1) and at three different temperatures, i.e., room temperature (RT), 100 degrees C and 200 degrees C. The dependence of the flow behavior on heat treatment is studied by testing the alloy in non-heat treated (NHT) and heat treated (HT) conditions. The heat treatment has strong influence on strain rate sensitivity (SRS), strength and work hardening behavior of the alloy. It is observed that the strength of the alloy increases with increase in strain rate and it increases more rapidly above the strain rate of 10(-1) s(-1) in HT condition at all the temperatures, and at 100 degrees C and 200 degrees C in NHT condition. The thermally dependent process taking place in the HT matrix is responsible for the observed greater SRS in HT condition. The alloy in HT condition exhibits a larger work hardening rate than in NHT condition during initial stages of straining. However, the hardening rate decreases more sharply at higher strains in HT condition due to precipitate shearing and higher rate of Si particle fracture. Thermal hardening is observed at 200 degrees C in NHT condition due to precipitate formation, which results in increased SRS at higher temperatures. Thermal softening is observed in HT condition at 200 C due to precipitate coarsening, which leads to a decrease in SRS at higher temperatures. Stress simulations by a finite element method support the experimentally observed particle and matrix fracture behavior. A negative SRS and serrated flow are observed in the lower strain rate regime (3 x 10(-4)-10(-2) s(-1)) at RT and 100 degrees C, in both NHT and HT conditions. The observations show that both dynamic strain aging (DSA) and precipitate shearing play a role in serrated flow. (C) 2015 Elsevier B.V. All rights reserved.

Size Effects on Strength in the Transition from Single-to-Polycrystalline Behavior

During the transition from single crystalline to polycrystalline behavior, the available data show the strength increasing or decreasing as the number of grains in a cross section is reduced. Tensile experiments were conducted on polycrystalline Ni with grain sizes (d) between 16 and 140 mu m and varying specimen thickness (t), covering a range of lambda (-t/d) between similar to 0.5 and 20. With a decrease in lambda, the data revealed a consistent trend of strength being independent of lambda at large lambda, an increase in strength, and then a decrease in strength. Microstructural studies revealed that lower constraints enabled easier rotation of the surface grains and texture evolution, independent of the specimen thickness. In specimen interiors, there was a greater ease of rotation in thinner samples. Measurements of misorientation deviations within grains revealed important differences in the specimen interiors. A simple model is developed taking into account the additional geometrically necessary dislocations due to variations in the behavior of surface and interior grains, leading to additional strengthening. A suitable combination of this strengthening and surface weakening can give rise to wide range of possibilities with a decrease in lambda, including weakening, strengthening, and strengthening and weakening.

Simulating dynamic covariance structures for testing the adaptive behavior of variable selection algorithms (Invited Paper)

Variable selection for regression is a classical statistical problem, motivated by concerns that too large a number of covariates may bring about overfitting and unnecessarily high measurement costs. Novel difficulties arise in streaming contexts, where the correlation structure of the process may be drifting, in which case it must be constantly tracked so that selections may be revised accordingly. A particularly interesting phenomenon is that non-selected covariates become missing variables, inducing bias on subsequent decisions. This raises an intricate exploration-exploitation tradeoff, whose dependence on the covariance tracking algorithm and the choice of variable selection scheme is too complex to be dealt with analytically. We hence capitalise on the strength of simulations to explore this problem, taking the opportunity to tackle the difficult task of simulating dynamic correlation structures. © 2008 IEEE.

Non-aqueous phase liquid behavior in the subsurface: Transportation, source zone characterization and remediation

Contaminant behaviour in soils and fractured rock is very complex, not least because of the heterogeneity of the subsurface environment. For non-aqueous phase liquids (NAPLs), a liquid density contrast and interfacial tension between the contaminant and interstitial fluid adds to the complexity of behaviour, increasing the difficulty of predicting NAPL behaviour in the subsurface. This paper outlines the need for physical model tests that can improve fundamental understanding of NAPL behaviour in the subsurface, enhance risk assessments of NAPL contaminated sites, reduce uncertainty associated with NAPL source remediation and improve current technologies for NAPL plume remediation. Four case histories are presented to illustrate physical modelling approaches that have addressed problems associated with NAPL transport, remediation and source zone characterization. © 2006 Taylor & Francis Group, London.

Asset pricing and systematic liquidity risk: an empirical investigation of the Spanish stock market

Systematic liquidity shocks should affect the optimal behavior of agents in financial markets. Indeed, fluctuations in various measures of liquidity are significantly correlated across common stocks. Accordingly, this paper empirically analyzes whether Spanish average returns vary cross-sectionally with betas estimated relative to two competing liquidity risk factors. The first one, proposed by Pastor and Stambaugh (2002), is associated with the strength of volume-related return reversals. Our marketwide liquidity factor is defined as the difference between returns highly sensitive to changes in the relative bid-ask spread and returns with low sensitivities to those changes. Our empirical results show that neither of these proxies for systematic liquidity risk seems to be priced in the Spanish stock market. Further international evidence is deserved.

As relações entre as medidas de habilidades sociais do professor do ensino fundamental II e seu desempenho social em sala de aula

O conceito atual de um comportamento socialmente habilidoso deve incluir capacidade de o indivíduo obter satisfação pessoal e, ao mesmo tempo, de desenvolver e manter relacionamentos mutuamente benéficos e sustentadores. No âmbito da educação, identifica-se uma crescente preocupação de pais, diretores de escolas e professores com o desenvolvimento interpessoal dos alunos, com o propósito de reduzir conflitos, aumentar a qualidade das relações entre os alunos e facilitar a aprendizagem. Neste sentido, é necessário que o professor se dedique a desenvolver as próprias habilidades interpessoais para que seja capaz de facilitar o desenvolvimento social e intelectual do aluno. Diante dessas constatações, torna-se relevante identificar que habilidades sociais do professor estão mais relacionadas com o seu desempenho social em sala de aula. Tais constatações fundamentaram esse estudo que avaliou os níveis de habilidades sociais de professores, assim como o desempenho social destes em sala de aula. Participaram da pesquisa oito professoras e dois professores do Ensino Fundamental II (do 6 ao 9 Ano), do Instituto Nossa Senhora Auxiliadora, no Rio de Janeiro. Suas idades variavam entre 24 e 50 anos. Participaram também 198 adolescentes, 100 do sexo masculino e 98 do sexo feminino. Suas idades variavam entre 11 e 15 anos. O desempenho social dos professores em sala de aula foi avaliado pelos próprios professores e pelos alunos, através do Questionário do Desempenho Social do Professor (QDSP). Os professores também responderam ao Inventário de Habilidades Sociais (IHS) e ao Inventário de Empatia (IE). Os resultados das medidas de auto-relato apontaram níveis de assertividade e de empatia acima da média na maioria dos professores dessa amostra, especialmente nos fatores relacionados a: auto-afirmação com risco; conversação e desenvoltura social; auto-exposição a desconhecidos e a situações novas; autocontrole da agressividade; tomada de perspectiva; flexibilidade; altruísmo e sensibilidade afetiva. As medidas de desempenho social dos professores foram satisfatórias, tanto a partir da perspectiva do professor quanto dos alunos. Entretanto, a auto-avaliação dos professores mostraram-se mais favoráveis do que a avaliação feita pelos alunos. Além disso, com base na avaliação dos alunos, apenas quatro professores apresentaram desempenho social assertivo e empático de forma equilibrada. Tais resultados indicam a necessidade de se desenvolver programas de treinamento em habilidades sociais educativas.

Comportamento sexual e uso de álcool e drogas entre homens que fazem sexo com homens no Ceará: tendências e práticas de risco para DST/AIDS

No Brasil, o s casos de AIDS entre homens que fazem sexo com homens (HSH) predominaram durante um longo período. A partir da década de 90, observa-se um declínio nesta categoria com o aumento de casos entre heterossexuais. Na região Nordeste, entretanto, os casos de AIDS entre HSH representam, ainda, cerca de 50% do total dos casos registrados em anos recentes. Nosso objetivo foi estudar o comportamento sexual e o padrão de consumo de drogas e álcool entre HSH no Ceará, enfatizando as tendências recentes e suas relações com práticas sexuais de risco para DTS/AIDS. Foram realizados quatro estudos seccionais em 1995, 1998, 2002 e 2005 no Ceará, nordeste do Brasil. A população do estudo foi composta por homens que fazem sexo com homens (HSH), com 14 anos ou mais , que referiram prática sexual anal ou oral com homens nos últimos 12 meses. A seleção dos participantes utilizou técnicas do tipo Snow Ball (1995, 1998, 2002); Time Space Sampling (2002) e Respondent Driven Sampling (2005). O primeiro artigo enfoca as tendências do comportamento sexual em Fortaleza ao longo destes quatro períodos e o segundo os preditores do consumo de álcool e drogas nos municípios de Fortaleza (n=401), Sobral (n=100) e a região do Cariri (n=100) em 2002. Análise se basearam nas comparações entre proporções, utilizando o teste do de Pearson e intervalos de 95% de confiança (IC95%) e análise de regressão logística multivariada para avaliação dos fatores associados ao consumo de álcool e drogas, utilizando-se como medida de associação a razão de chances (odds ratio OR) e seus respectivos intervalos de 95% de confiança. Resultados Práticas sexuais: Elevado percentual da população estudada referiu práticas sexuais de risco em 1995 (49,9%), decrescendo significativamente em 1998 (32,6%), tornando a crescer em 2002 (54,6%) e apresentando os menores percentuais em 2005 (31,4%). Este padrão não apresentou grandes variações por idade, mas em relação à escolaridade observou-se que os indivíduos com escolaridade mais elevada aumentaram as práticas de risco entre 1998 (28,6%) e 2002 (46,5%) decrescendo no último período (21,0%) enquanto aqueles com baixa ou média escolaridade só mostraram uma queda significativa no comportamento de risco entre 2002 (82,1% - baixa; 67,7% - média) e 2005 (29,1% - baixa; 34,3 média). A prática sexual anal com preservativo cresceu no decorrer dos anos variando de 43,3% a 53,7% entre a primeira e a última onda ( de tendência p<0.001). A relação anal sem preservativo foi uma prática com alto percentual na maioria dos anos. De 2002 a 2005, houve uma diminuição significativa (de alto percentual na maioria dos anos. De 2002 a 2005, houve uma diminuição significativa (de 57,7% para 26,3%) das relações fixas monogâmicas. Consumo de álcool e drogas: No estudo, 63% dos HSH participantes foram classificados como bebedores que se embriagam. Observou-se que o consumo crescente de álcool leva a um aumento do uso concomitante de outras drogas, sejam lícitas ou ilícitas. Foram variáveis preditoras de beber se embriagando: ter de 21 a 30 anos (OR: 1,5; IC 95%: 1,1-2,9); ter mais que 30 anos (OR: 1,6: IC95%: 1,2-2,3); ser solteiro/separado/divorciado (OR:3,0%; IC95%: 1,7-5,3); ser da raça negra (OR: 2,0 IC95%: 1,7-2,01); ser da raça parda (OR: 1,8 IC95%: 1,3-2,6); receber dinheiro por sexo (OR:2,0 IC95%: 1,8-2,9). As práticas sexuais dos SHS em Fortaleza apresentaram variações significativas ao longo doa anos estudados, semelhantemente a outros estudos internacionais. Vários fatores poderiam ser responsáveis por explicar o comportamento da curva observada em Fortaleza, seja no âmbito local, nacional ou internacional. Entre os fatores que podem explicar alterações observadas estariam: 1) redução nos recursos destinados à prevenção da AIDS no país devido a retirada de alguns organismos de cooperação internacional que se voltaram para outros países, como na África Leste Europeu, levando o Brasil a priorizar segmentos populacionais com maior vulnerabilidade; 2) grande impacto na prevenção das DST /AIDS na comunidade de homo/bissexuais masculinos, especialmente nos anos de 1998 a 2002; 3) o avanço no tratamento, surgimento de novas drogas, melhora da qualidade de vida e aumento da sobrevida, contribuindo para a construção da falsa ideia de segurança na população. Neste estudo a escolaridade mostrou-se um fator importante associado ao envolvimento em práticas sexuais não seguras. Os indivíduos com mais baixa escolaridade, no período de 1995 a 2002, se envolveram em maior risco, aparentando não terem sido atingidos pelas campanhas que possam ter ocorrido, principalmente no período de 1995 a 1998. A maior escolaridade apresenta-se como fator de proteção em todo o período estudado, provavelmente pelo maior acesso à informação. Finalmente, pode-se observar no ano de 2002 um elevado percentual de homens que consomem cinco ou mais doses em um dia típico e associam outras drogas ao consumo do álcool. Tal comportamento, dentro da população HSH, embora não seja caracterizado como dependência química, é alterado de maneira significativa pelo efeito etílico, levando à outras práticas de risco. Também se observou em nosso estudo que o consumo crescente de álcool leva a um aumento do uso de outras drogas, atuando para a adoção de comportamentos de risco. Existem evidências que suportam relação entre uso de outras drogas e a prática sexual de risco. Os indivíduos que referiram receber dinheiro em troca de sexo foram mais frequentemente classificados como bebedores que se embriagam. Os achados deste estudo mostram a importância da realização de uma vigilância comportamental contínua em relação ao HIV favorecendo o entendimento da dinâmica da epidemia junto das DST/AIDS nesta população vulnerável, assim como a importância que o álcool assume como problema de saúde pública neta população específica e a necessidade de se direcionar medidas voltadas para a sua prevenção.

Identificação de danos estruturais a partir do modelo de superfície de resposta

A identificação de danos estruturais é uma questão de fundamental importância na engenharia, visto que uma estrutura está sujeita a processos de deterioração e a ocorrência de danos durante a sua vida útil. A presença de danos compromete o desempenho e a integridade estrutural, podendo colocar vidas humanas em risco e resultam em perdas econômicas consideráveis. Técnicas de identificação de danos estruturais e monitoramento de estruturas fundamentadas no ajuste de um Modelo de Elementos Finitos (MEF) são constantes na literatura especializada. No entanto, a obtenção de um problema geralmente mal posto e o elevado custo computacional, inerente a essas técnicas, limitam ou até mesmo inviabilizam a sua aplicabilidade em estruturas que demandam um modelo de ordem elevada. Para contornar essas dificuldades, na formulação do problema de identificação de danos, pode-se utilizar o Modelo de Superfície de Reposta (MSR) em substituição a um MEF da estrutura. No presente trabalho, a identificação de danos estruturais considera o ajuste de um MSR da estrutura, objetivando-se a minimização de uma função de erro definida a partir das frequências naturais experimentais e das correspondentes frequências previstas pelo MSR. Estuda-se o problema de identificação de danos estruturais em uma viga de Euler-Bernoulli simplesmente apoiada, considerando as frequências naturais na formulação do problema inverso. O comportamento de uma viga de Euler-Bernoulli simplesmente apoiada na presença de danos é analisado, com intuito de se verificar as regiões onde a identificação dos mesmos pode apresentar maior dificuldade. No processo de identificação de danos, do presente trabalho, são avaliados os tipos de superfícies de resposta, após uma escolha apropriada do tipo de superfície de resposta a ser utilizado, determina-se a superfície de resposta considerando os dados experimentais selecionados a partir do projeto ótimo de experimentos. A utilização do método Evolução Diferencial (ED) no problema inverso de identificação de danos é considerado inerente aos resultados numéricos obtidos, a estratégia adotada mostrou-se capaz de localizar e quantificar os danos com elevada acurácia, mostrando a potencialidade do modelo de identificação de danos proposto.