Hysteretic Optimization For Spin Glasses

The recently proposed Hysteretic Optimization (HO) procedure is applied to the 1D Ising spin chain with long range interactions. To study its effectiveness, the quality of ground state energies found as a function of the distance dependence exponent, $\sigma$, is assessed. It is found that the transition from an infinite-range to a long-range interaction at $\sigma=0.5$ is accompanied by a sharp decrease in the performance . The transition is signaled by a change in the scaling behavior of the average avalanche size observed during the hysteresis process. This indicates that HO requires the system to be infinite-range, with a high degree of interconnectivity between variables leading to large avalanches, in order to function properly. An analysis of the way auto-correlations evolve during the optimization procedure confirm that the search of phase space is less efficient, with the system becoming effectively stuck in suboptimal configurations much earlier. These observations explain the poor performance that HO obtained for the Edwards-Anderson spin glass on finite-dimensional lattices, and suggest that its usefulness might be limited in many combinatorial optimization problems.Comment: 6 pages, 9 figures. To appear in JSTAT. Author website: http://www.bgoncalves.co

Implementation of quality management systems in HEI: The approach of the Polytechnic Institute of Setubal (Portugal)

Higher Education Institutions (HEI) have special features that matter to consider in the implementation of its Quality Management Systems (QMS). These should convey clear and broadly accepted messages, so they need to find the best balance between academic freedom and responsibility for accountability. Given these characteristics, as well as the weakness of diagnostic tools, the culture of independence of teachers and insufficient authority and stability of the management bodies, the QMS of the Polytechnic Institute of Setúbal (IPS) was designed to be based on two fundamental pillars: profound knowledge of the variables with impact on results and evidence-based management. In other words, it was not based on procedures (as usual), but in information. In this sense, and assuming known statement that “we cannot manage what we do not know”, the basic component of the QMS is a monitoring system. We applied the recommendation of Snyder et al. (2000, p.320) "Stimulating the imbalance with information", urging people to act on the basis of clear information. The work undertaken till now (last five years) is described and discussed critically. This work includes, among other activities and projects, the design of a Global Model Process, the design of the organizational structure of IPS’s Integrated Management System (SIGIPS), and the definition of the institutional Quality Policy. In addition, and assuming QMS as multidisciplinary fields, it has also been stepping up the contribution of Research and Development (R&D) activities of some teachers, combined with the needs of scientific and technical support related to the implementation of the system itself. It is in this context that SIGIPS’s central coordination unit (UNIQUA/IPS), whose constitution also includes a Studies and Planning Center, has been operating a set of complementary studies in priority areas, particularly with regard to the teaching and learning process. Examples of this are the (annual) reports of socio demographic characterization of students and the studies about the evaluation of the implementation of Bologna process in the context of the institution and about issues of academic success/failure and dropout. The main findings are presented, namely the reduction of the administrative and burocratic work, the increase of management support and the availability of updated and relevant information, reinforcing the management style based on facts. The initiatives have always had technical and scientific support, gathering support and credibility to QMS. The top structure of the QMS is innovative, balancing academic knowledge and the application of quality techniques and methods to HEI, contributing to a structure of practical research. The questionnaires for assessing student perceptions were discussed and it was concluded that traditionally they are "too reactive" (applied in end of semesters), which means that other diagnostic instruments (proactive and dynamic) are necessary. This situation has, therefore, reinforce the need to use instruments nearer to the "problem situation" in regard to the teaching learning process, which would contribute to more effective process improvement and could even involve the participation of students or be managed by them. Finally, an adequate Information System based on the Information and Communication Technologies is definitely an indispensable resource.info:eu-repo/semantics/publishedVersio

Controlling spoof plasmons in a metal grating using graphene surface plasmons

Spoof plasmons mimic noble metal plasmons. The equivalent of the plasma frequency is an energy scale imposed by the geometry of the metal grating upon which they propagate. In this paper we show that the dispersion of spoof plasmons in the THz can be controlled placing a doped graphene sheet on the proximity of a metallic grating, adding more versatility to this type of system. We develop a semi-analytical model, based on a perfect-metal diffraction grating. This model allows to reproduce well FDTD calculations for the same problem but with much less computer time. We discuss the optical properties of the system covering a spectral range spanning the interval from the THz to the mid-IR. It is shown that the system can be used as both a perfect absorber and a sensing device. For illustrating the latter property we have chosen different alcohols as analytes. The frequency at which perfect absorption appears can be controlled by the geometric parameters of the grating and by the value of the Fermi energy in graphene. The theoretical results predicted throughout this work can be verified experimentally in the future.EC -European Commission(696656)info:eu-repo/semantics/acceptedVersio

The anisotropic XY model on the inhomogeneous periodic chain

The static and dynamic properties of the anisotropic XY-model $(s=1/2)$ on the inhomogeneous periodic chain, composed of $N$ cells with $n$ different exchange interactions and magnetic moments, in a transverse field $h,$ are determined exactly at arbitrary temperatures. The properties are obtained by introducing the Jordan-Wigner fermionization and by reducing the problem to a diagonalization of a finite matrix of $nth$ order. The quantum transitions are determined exactly by analyzing, as a function of the field, the induced magnetization 1/n\sum_{m=1}^{n}\mu_{m}\left ($j$ denotes the cell, $m$ the site within the cell, $\mu_{m}$ the magnetic moment at site $m$ within the cell) and the spontaneous magnetization $1/n\sum_{m=1}^{n}\left< S_{j,m}^{x},\right>$ which is obtained from the correlations $\left< S_{j,m}^{x}S_{j+r,m}^{x}\right>$ for large spin separations. These results, which are obtained for infinite chains, correspond to an extension of the ones obtained by Tong and Zhong(\textit{Physica B} \textbf{304,}91 (2001)). The dynamic correlations, $\left< S_{j,m}^{z}(t)S_{j^{\prime},m^{\prime}}^{z}(0)\right>$, and the dynamic susceptibility, $\chi_{q}^{zz}(\omega),$ are also obtained at arbitrary temperatures. Explicit results are presented in the limit T=0, where the critical behaviour occurs, for the static susceptibility $\chi_{q}^{zz}(0)$ as a function of the transverse field $h$, and for the frequency dependency of dynamic susceptibility $\chi_{q}^{zz}(\omega)$.Comment: 33 pages, 13 figures, 01 table. Revised version (minor corrections) accepted for publiction in Phys. Rev.

Happiness is assortative in online social networks

Social networks tend to disproportionally favor connections between individuals with either similar or dissimilar characteristics. This propensity, referred to as assortative mixing or homophily, is expressed as the correlation between attribute values of nearest neighbour vertices in a graph. Recent results indicate that beyond demographic features such as age, sex and race, even psychological states such as "loneliness" can be assortative in a social network. In spite of the increasing societal importance of online social networks it is unknown whether assortative mixing of psychological states takes place in situations where social ties are mediated solely by online networking services in the absence of physical contact. Here, we show that general happiness or Subjective Well-Being (SWB) of Twitter users, as measured from a 6 month record of their individual tweets, is indeed assortative across the Twitter social network. To our knowledge this is the first result that shows assortative mixing in online networks at the level of SWB. Our results imply that online social networks may be equally subject to the social mechanisms that cause assortative mixing in real social networks and that such assortative mixing takes place at the level of SWB. Given the increasing prevalence of online social networks, their propensity to connect users with similar levels of SWB may be an important instrument in better understanding how both positive and negative sentiments spread through online social ties. Future research may focus on how event-specific mood states can propagate and influence user behavior in "real life".Comment: 17 pages, 9 figure

Scaling limits of a tagged particle in the exclusion process with variable diffusion coefficient

We prove a law of large numbers and a central limit theorem for a tagged particle in a symmetric simple exclusion process in the one-dimensional lattice with variable diffusion coefficient. The scaling limits are obtained from a similar result for the current through -1/2 for a zero-range process with bond disorder. For the CLT, we prove convergence to a fractional Brownian motion of Hurst exponent 1/4.Comment: 9 page

Strong curvature singularities in quasispherical asymptotically de Sitter dust collapse

We study the occurrence, visibility, and curvature strength of singularities in dust-containing Szekeres spacetimes (which possess no Killing vectors) with a positive cosmological constant. We find that such singularities can be locally naked, Tipler strong, and develop from a non-zero-measure set of regular initial data. When examined along timelike geodesics, the singularity's curvature strength is found to be independent of the initial data.Comment: 16 pages, LaTeX, uses IOP package, 2 eps figures; accepted for publication in Class. Quantum Gra

Subdoses de sulfosate sobre a inibição da atividade da EPSPS em plantas de milho.

Para avaliar a absorção de subdoses do herbicida sulfosate e a inibição da atividade da EPSPs (5-enolpiruvilshiquimato-3-fosfato sintase), bem como os sintomas visuais de toxicidade na planta de milho (Zea mays), cultivar Cargill 435, foram conduzidos dois experimentos em casa de vegetação da Embrapa Milho e Sorgo, Sete Lagoas-MG, no ano de 2001. No primeiro experimento utilizou-se 10% da dose recomendada (1,44 kg ha-1) para o controle das plantas daninhas, com o objetivo de determinar o tempo necessário de absorção do produto. No segundo experimento foram avaliadas nove subdoses de sulfosate nas concentrações de: 0, 2, 4, 6, 8, 10, 12, 14 e 16% da dose recomendada para se determinar a inibição da atividade enzimática, assim como os sintomas de intoxicação das plantas de milho aos 7, 14, 21 e 28 dias após a aplicação. A planta de milho absorveu 25,2% do herbicida 24 horas após a aplicação, e essa absorção aumentou com o tempo, até atingir 65,4% 96 horas após a aplicação. Quanto maior a dose de sulfosate, maior foi a inibição da atividade da EPSPs, 24 horas após a aplicação. Aplicando-se 16% da dose recomendada, essa inibição atingiu 72,6% e causou os maiores efeitos fitotóxicos sobre a cultura do milho