We apply an online optimization process based on machine learning to the production of Bose-Einstein condensates. BEC is typically created with an exponential evaporation ramp that is optimal for ergodic dynamics with two-body s-wave interactions and no other loss rates, but likely sub-optimal for real experiments. Through repeated machine-controlled scientific experimentation and observations our ’learner’ discovers an optimal evaporation ramp for BEC production. In contrast to previous work, our learner uses a Gaussian process to develop a statistical model of the (...) relationship between the parameters it controls and the quality of the BEC produced. We demonstrate that the Gaussian process machine learner is able to discover a ramp that produces high quality BECs in 10 times fewer iterations than a previously used online optimization technique. Furthermore, we show the internal model developed can be used to determine which parameters are essential in BEC creation and which are unimportant, providing insight into the optimization process of the system. (shrink)

In our paper we will try to connect the dynamics of community decline to individual responses. We will operate on two levels of reality. At the first level we will discuss the circumstances surrounding the recent decline of small communities in North Dakota. At the second level we will discuss how this decline affects small town residents' attitudes toward economic development. In the first level analysis we examine the thesis that the natural environment of community growth is economic exploitation; therefore, (...) the decline of resource-based communities is natural and inevitable. We discuss the circumstances surrounding the recent decline of small communities in North Dakota. At the second level analysis, we operate at the level at which life circumstances and environments are shaped by political-economic institutions that in turn shape the behavior and mentality of communities, families, and individuals. We hypothesize that residents of declining small towns deny their powerlessness and adapt to their situation through intense dedication to economic growth. We develop a series of hypotheses to test this thesis using data from the North Dakota Rural Life Poll. In our conclusion, we discuss implications for rural development practitioners working in declining small towns where this intense dedication to economic development in prevalent. (shrink)

BACKGROUND: Hallucinations and delusions that complicate Parkinson’s disease could lead to nursing home placement and are linked to increased mortality. Cognitive impairments are typically associated with the presence of hallucinations but there are no data regarding whether such a relationship exists with delusions. OBJECTIVE: We hypothesized that hallucinations would be associated with executive and visuospatial disturbance. An exploratory examination of cognitive correlates of delusions was also completed to address the question of whether they differ from hallucinations. METHODS: 144 PD subjects (...) completed a neuropsychological battery to assess cognition and the SAPS to examine psychosis. Correlational analyses assessed associations between hallucinations and delusions with cognitive domains. RESULTS: 48 subjects reported psychotic symptoms: 25 experienced hallucinations without delusions, 23 had symptoms dominated by delusions. Severity and/or number of hallucination subtypes were significantly correlated with lower scores in language, memory, attention, executive functioning, and visuospatial ability. Correlations with delusions were non-significant. Tests of differences in the size of the correlations between groups revealed a significant relationship between language and visuospatial performance with hallucinations. CONCLUSIONS: Cognitive correlates of hallucinations and delusions appear to be different in PD, suggesting distinct pathogenic mechanisms and possibly anatomical substrates. Hence, delusions may not share the same associations with dementia as hallucinations. Since this is a new finding, further studies will be needed to confirm our results. (shrink)

SummaryPostponing the start of childbearing raises the question of fertility postponed versus fertility foregone. One of the limitations of previous studies of ‘How late can you wait?’ is that any observed decline in the probability of conception with age could be due to a decline in fecundability with age or due to a decline in coital frequency with age or due to both factors. Using data from a multinational longitudinal study conducted to determine the daily probability of conception among healthy (...) subjects, a discrete-time event history model with long-term survivors is used to study the relationship between age and fecundability for childless women, while controlling for the pattern of intercourse within a menstrual cycle. The findings suggest that women can wait until their early thirties to try for a first birth, providing that they are not already sterile, as the magnitude of the decline in fecundability is very modest and of little practical importance. (shrink)

De Interpretatione is among Aristotle's most influential and widely read writings; C. W. A. Whitaker presents the first systematic study of this work, and offers a radical new view of its aims, its structure, and its place in Aristotle's system. He shows that De Interpretatione is not a disjointed essay on ill-connected subjects, as traditionally thought, but a highly organized and systematic treatise on logic, argument, and dialectic.

These notes of G. E. Moore's lectures for the three terms of 1934-1935 were compiled by Alice Ambrose, then Student of Newnham College, and Margaret Macdonald, then Fellow of Girton College. The lectures cover a wealth of interrelated topics, and provide instances of the analyses which made Moore «the father of the analytic school.» Since his analyses of such concepts as material objects, sense data, and truth rest on the ordinary use of expressions for these concepts, «ordinary language» philosophers found (...) in him their champion. Moore examines the views of Broad, Russell, F. P. Ramsey, W. E. Johnson, and John Wisdom. (shrink)

This is a surprisingly good book. Published by Longmans in Great Britain as part of a series on "Education Today," it provides a very lucid and cogent first glimpse at the discipline of the philosophy of religion. The author's perspective is derivative of the analytic school, but what makes the book so valuable is that Goodall relates linguistic distinctions to Biblical categories. The author makes it obvious that he is a believer and authenticates the conviction that one can be a (...) believer and still sound like Flew or Ryle. The influence of Ian T. Ramsey comes through loud and clear. Goodall presents his proofs for the validity of religious statements with clarity and vigor. Worth the price of the book alone is Goodall's discussion of Lear's "The pobble who had no toes."--W. A. J. (shrink)

T he O bject of this paper is the development of a view of punishment which incorporates what is of importance in retributive and utilitarian justifications of the practice of punishment. This proposed theory was noted and referred to as the plene esse , but not fully worked out, in the course of a discussion paper in which my concern was to offer an alternative view, to that of Mr Anthony Quinton, by construing ‘the right to punishment’ as meaning that (...) ‘the offender has the right to be regarded as responsible for his actions’. (shrink)

A limiting factor in ethics education in medical training has been difficulty in assessing competence in ethics. This study was conducted to test the concept that content analysis of pediatric residents’ personal reflections about ethics experiences can identify changes in ethical sensitivity and reasoning over time. Analysis of written narratives focused on two of our ethics curriculum’s goals: 1) To raise sensitivity to ethical issues in everyday clinical practice and 2) to enhance critical reflection on personal and professional values as (...) they affect patient care. Content analysis of written reflections was guided by a tool developed to identify and assess the level of ethical reasoning in eight domains determined to be important aspects of ethical competence. Based on the assessment of narratives written at two times (12 to 16 months/apart) during their training, residents showed significant progress in two specific domains: use of professional values, and use of personal values. Residents did not show decline in ethical reasoning in any domain. This study demonstrates that content analysis of personal narratives may provide a useful method for assessment of developing ethical sensitivity and reasoning. (shrink)

Jones (1991) has proposed an issue-contingent model of ethical decision making by individuals in organizations. The distinguishing feature of the issue was identified as its moral intensity, which determines the moral imperative in the situation. In this study, we adapted three scenarios from the literature in order to examine the issue-contingent model. Findings, based on a student sample, suggest that (1) the perceived and actual dimensions of moral intensity often differed; (2) perceived moral intensity variables, in the aggregate, significantly affected (...) an individual''s moral judgments; and (3) some dimensions of moral intensity (namely, perceived social consensus and perceived magnitude of consequences) mattered more than others. (shrink)