2,228 research outputs found
A Cache Coherence Protocol for Concurrency Control and Recovery in Distributed Object-orientated Systems
Submitted to the University of London for the Degree of Doctor of Philosophy in Computer Scienc
A Study on the Growth and Formation of Single Person Households and Their Housing Decisions in Taiwan
The number of single person households has dramatically increased in Taiwan in the past several decades as it has elsewhere in the world, but this phenomenon has been largely neglected in the literature. This research explores the factors that affect the formation of single person households and their housing decisions. Taiwan¡¦s population census data for 1980, 1990 and 2000 are used. Some interesting trends can be found. First of all, people who are married or cohabiting have exhibited an increasing tendency to live alone census by census. This shows the increasing need in a modern society for the husband and wife to live separately due to employment or other reasons. Secondly, unmarried and widowed elderly persons have had an increasing probability of living alone over the decades. Thirdly, the number of female single person households has been increasing rapidly, and there is a higher probability that they are homeowners and also occupying a larger living space than their male counterparts. To sum up, the results of this study show that the demand for housing among single person households will continue to increase as their numbers increase. Their demand for homeownership and living space are also increasing.Single person household formation; Tenure choice; Living space; Binary probit model; Sample selection model
Solutions of Schr\"odinger equations\\ with symmetry in orientation preserving tetrahedral group
We consider the nonlinear Schr\"odinger equation \begin{equation*} \Delta u =
\big( 1 +\ve V_1(|y|)\big)u - |u|^{p-1}u
\quad \text{in} \quad \mathbb{R}^N, \quad N\ge 3, \quad p \in \left(1,
\frac{N+2}{N-2}\right).\end{equation*} The phenomenon of pattern formation has
been a central theme in the study of nonlinear Schr\"odinger equations.
However, the following nonexistence of symmetry breaking solution is
well-known: if the potential function is radial and radially nondecreasing, any
positive solution must be radial. Therefore, solutions of interesting patterns,
such as those with symmetry in a discrete subgroup of , can only exist
after violating the assumptions. For a potential function that is radial but
asymptotically decreasing, a solution with symmetry merely in a discrete
subgroup of has been presented. These observations pose the question of
whether patterns of higher dimensions can appear. In this study, the existence
of nonradial solutions whose symmetry group is a discrete subgroup of ,
more precisely, the orientation-preserving regular tetrahedral group is shown
Gender-related Factors Associated with Upper Extremity Function in Workers
Objectives: This study aimed to find gender distinctions in terms of the sociology of the population; to determine work-related factors; to analyze gender differences in daily living, work, sports, and art performances; and to identify gender-related factors that limited performance of daily living and work activities.Methods: A questionnaire was designed that included disabilities of the arm, shoulder, and hand (DASH), accident history, disease history, work duration at current workplace, marital status, job satisfaction, job autonomy, and physical demands of the job. Out of 1,853 workers surveyed, 1,173 questionnaires (63.3%; 987 males, 186 females) included responses to DASH disability and DASH optional work and were judged acceptable for analysis.Results: Upper extremity functional limitation during work and daily living was higher for females than males. The limitations for males increased according to their household work time, accident history, work duration, job satisfaction, physical demand, and job autonomy. Meanwhile, female workers' upper extremity discomfort was influenced by their disease history, job satisfaction, and physical demands. In addition, the size of the company affected male workers’ upper extremity function, while marriage and hobbies influenced that of female workers.Conclusion: This study addressed sociodemographic factors and work-related factors that affect each gender’s upper extremity function during daily living and working activities. Each factor had a different influence. Further studies are needed to identify the effect that role changes, not being influenced by risks at work, have on musculoskeletal disorders
Eurotatorian paraphyly: Revisiting phylogenetic relationships based on the complete mitochondrial genome sequence of Rotaria rotatoria (Bdelloidea: Rotifera: Syndermata)
<p>Abstract</p> <p>Background</p> <p>The Syndermata (Rotifera+Acanthocephala) is one of the best model systems for studying the evolutionary origins and persistence of different life styles because it contains a series of lineage-specific life histories: Monogononta (cyclic parthenogenetic and free-living), Bdelloidea (entirely parthenogenetic and mostly benthic dweller), Seisonidea (exclusively bisexual and epizoic or ectoparasitic), and Acanthocephala (sexual and obligatory endoparasitic). Providing phylogenetic resolution to the question of Eurotatoria (Monogononta and Bdelloidea) monophyly versus paraphyly is a key factor for better understanding the evolution of different life styles, yet this matter is not clearly resolved. In this study, we revisited this issue based on comparative analysis of complete mitochondrial genome information for major groups of the Syndermata.</p> <p>Results</p> <p>We determined the first complete mitochondrial genome sequences (15,319 bp) of a bdelloid rotifer, <it>Rotaria rotatoria</it>. In order to examine the validity of Eurotatoria (Monogononta and Bdelloidea) monophyly/paraphyly, we performed phylogenetic analysis of amino acid sequences for eleven protein-coding genes sampled from a wide variety of bilaterian representatives. The resulting mitochondrial genome trees, inferred using different algorithms, consistently failed to recover Monogononta and Bdelloidea as monophyletic, but instead identified them as a paraphyletic assemblage. Bdelloidea (as represented by <it>R. rotatoria</it>) shares most common ancestry with Acanthocephala (as represented by <it>L. thecatus</it>) rather than with monogonont <it>B. plicatilis</it>, the other representative of Eurotatoria.</p> <p>Conclusion</p> <p>Comparisons of inferred amino acid sequence and gene arrangement patterns with those of other metazoan mtDNAs (including those of acanthocephalan <it>L. thecatus </it>and monogonont <it>B. plicatilis</it>) support the hypothesis that Bdelloidea shares most common ancestry with Acanthocephala rather than with Monogononta. From this finding, we suggest that the obligatory asexuality of bdelloideans may have secondarily derived from some other preexisting condition in earlier lineage of rotifers. Providing a more complete assessment of phylogenetic relationships and inferring patterns of evolution of different types of life styles among Syndermata awaits comparisons requiring mitochondrial genome sequencing of Seisonidea.</p
A Simplified Query-Only Attention for Encoder-Based Transformer Models
Transformer models have revolutionized fields like Natural Language Processing (NLP) by enabling machines to accurately understand and generate human language. However, these models’ inherent complexity and limited interpretability pose barriers to their broader adoption. To address these challenges, we propose a simplified query-only attention mechanism specifically for encoder-based transformer models to reduce complexity and improve interpretability. Unlike conventional attention mechanisms, which rely on query (Q), key (K), and value (V) vectors, our method uses only the Q vector for attention calculation. This approach reduces computational complexity while maintaining the model’s ability to capture essential relationships, enhancing interpretability. We evaluated the proposed query-only attention on an EEG conformer model, a state-of-the-art architecture for EEG signal classification. We demonstrated that it performs comparably to the original QKV attention mechanism, while simplifying the model’s architecture. Our findings suggest that query-only attention offers a promising direction for the development of more efficient and interpretable transformer-based models, with potential applications across various domains beyond NLP
Relative entropy technique in terms of position and momentum and its application to Euler-Poisson system
This paper presents a systematic study of the relative entropy technique for
compressible motions of continuum bodies described as Hamiltonian flows. While
the description for the classical mechanics of particles involves a
Hamiltonian in terms of position and momentum vectors, that for the continuum
fluid involves a Hamiltonian in terms of density and momentum. For space
dimension , the Hamiltonian functional has a non-convex dependency on
the deformation gradient or placement map due to material frame indifference.
Because of this, the applicability of the relative entropy technique with
respect to the deformation gradient or the placement map is inherently limited.
Despite these limitations, we delineate the feasible applications and
limitations of the technique by pushing it to its available extent.
Specifically, we derive the relative Hamiltonian identity, where the
Hamiltonian takes the position and momentum field as its primary and conjugate
state variables, all within the context of the referential coordinate system
that describes the motion.
This approach, when applicable, turns out to yield rather strong stability
statements. As instances, we consider Euler-Poisson systems in one space
dimension. For a specific pressureless model, we verify non-increasing
state differences before the formation of -shock. In addition,
weak-strong uniqueness, stability of rarefaction waves, and convergence to the
gradient flow in the singular limit of large friction are shown. Depending on
the presence or absence of pressure, assumptions are made to suitably
accommodate phenomena such as -shocks, vacuums, and shock
discontinuities in the weak solutions.Comment: 35 page
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