8,937 research outputs found

    Discrete-time dynamic modeling for software and services composition as an extension of the Markov chain approach

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    Discrete Time Markov Chains (DTMCs) and Continuous Time Markov Chains (CTMCs) are often used to model various types of phenomena, such as, for example, the behavior of software products. In that case, Markov chains are widely used to describe possible time-varying behavior of “self-adaptive” software systems, where the transition from one state to another represents alternative choices at the software code level, taken according to a certain probability distribution. From a control-theoretical standpoint, some of these probabilities can be interpreted as control signals and others can just be observed. However, the translation between a DTMC or CTMC model and a corresponding first principle model, that can be used to design a control system is not immediate. This paper investigates a possible solution for translating a CTMC model into a dynamic system, with focus on the control of computing systems components. Notice that DTMC models can be translated as well, providing additional information

    Prefood and Preshock Stimulus Effects on Fixed-Interval and Fixed-Ratio Responding

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    Two experiments were designed to study with rats the effects of a preshock stimulus (Experiment I) and a prefood stimulus (Experiment II) on lever pressing maintained by a multiple fixed-ratio 100 fixed-interval 90 s schedule of food reinforcement. The purpose was to determine if the effects of these stimuli, identified as Pavlovian Css, were related to where within each component\u27s schedule they occurred; early in a ratio interval, or late in a ratio or interval. Experiment I indicated that when the CS was presented early in a ratio or interval, or late in an interval, nearly equivalent suppression occurred for contingent and noncontingent control subjects. When the CS was presented late in a ratio, suppression was greatest for the contingent subjects. One subject, who received the CS-US pair on-the-baseline, showed suppression during the CS, and depressed responding in the absence of the CS, at both points within each component schedule. These effects were accompanied by post-CS suppression and by a sharp increase in FR PRPs and work times. Experiment II showed a generally small effect of the CS on responding at both points within each component schedule; this was seen for contingent and noncontingent control subjects alike. In contrast, on-the-baseline training produced an increase in initial FR and FI responding during, and in the absence of, the CS that was accompanied by a decrease in FR and FI PRPs. In contrast, responding late in a ratio or interval was minimally affected. The present Experiment I provides the basis for rejecting earlier accounts of negative conditioned suppression of FR and FI maintained responding. In addition, Experiment I yielded new evidence regarding a) off- vs on-the-baseline conditioning procedures, and c) residual baseline effects. The present Experiment II provides evidence relevant to positive conditioned suppression of FR and FI maintained responding. In addition to yielding new information regarding this phenomenon, these data, together with a portion of those from Experiment I, question the traditional assumption that conditioned suppression (or acceleration) results from the contingent relation between a CS and a US

    Commentary - Further Directions For Gambling Research

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    The Legacy of Jonathan A. Ship

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    Peer Reviewedhttp://deepblue.lib.umich.edu/bitstream/2027.42/71579/1/j.1754-4505.2008.00031.x.pd

    Integration of oral health care into geriatric primary care: proposal for collaboration

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    Peer Reviewedhttp://deepblue.lib.umich.edu/bitstream/2027.42/91312/1/j.1754-4505.2012.00255.x.pd

    The development of the Coalition for Oral Health for the Aging

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    Peer Reviewedhttp://deepblue.lib.umich.edu/bitstream/2027.42/86896/1/j.1754-4505.2011.00206.x.pd

    Attractions between charged colloids at water interfaces

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    The effective potential between charged colloids trapped at water interfaces is analyzed. It consists of a repulsive electrostatic and an attractive capillary part which asymptotically both show dipole--like behavior. For sufficiently large colloid charges, the capillary attraction dominates at large separations. The total effective potential exhibits a minimum at intermediate separations if the Debye screening length of water and the colloid radius are of comparable size.Comment: 8 pages, 1 figure, revised version (one paragraph added) accepted in JPC
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