A methodology based on spectral similarity is presented that allows to compare NMR predictors without the recourse to assigned experimental spectra, thereby making the task of benchmarking NMR predictors less tedious, faster, and less prone to human error. This approach was used to compare four popular NMR predictors using a dataset of 1000 molecules and their corresponding experimental spectra...

Expected recourse functions in linear two-stage stochastic programs with mixed-integer second stage are approximated by estimating the underlying probability distribution via empirical measures. Under mild conditions, almost sure uniform convergence of the empirical means to the original expected recourse function is established.

Abstract Despite being conceived as a framework to protect civil and political rights in peacetime, the European Convention on Human Rights is currently applied states affected by armed conflicts with challenging socio-economic demands. This article outlines Court of Rights’ current approach for protection human conflict-related scenarios critically examines its suitability cope challenges that...

In the area of dynamic matching algorithms, the number of changes to the matching per update step, also known as the recourse bound, is an important measure of quality, Nevertheless, the worstcase recourse bounds of almost all known dynamic approximate matching algorithms are prohibitively large, significantly larger than the corresponding update times. In this paper we fill in this gap via a s...

By Surgeon P. MULVANY, Medical Staff.. Vaccinia has been described as a specific disease due to a specific virus?a disease unnatural to man, and consequently it is stated that the virus degenerates by successive human transmission, even when the utmost care is taken in the selection of the subject who furnishes the supply of lymph. .Tenner and some continental writers have recommended that reco...

We investigate sample average approximation (SAA) for two-stage stochastic programs without relatively complete recourse, i.e., problems in which there are first-stage feasible solutions that not guaranteed to have a recourse action. As feasibility measure of the SAA solution, we consider "recourse likelihood", is probability solution has For $\epsilon \in (0,1)$, demonstrate likelihood below $...

Stochastic programming problems with simple recourse belong to problems depending on a random element only through the corresponding probability measure. Consequently, this probability measure can be treated as a parameter of the problem. In this paper the stability with respect to the above mentioned parameter will be studied for generalized simple recourse problems.

Co-production systems, in which multiple products are produced simultaneously in a single production run, are prevalent in many industries. Such systems typically produce a random quantity of vertically differentiated products. This product hierarchy enables the firm to fill demand for a lower-quality product by converting a higher-quality product. In addition to the challenges presented by ran...

Stochastic optimization, especially multistage models, is well known to be computationally excruciating. In this paper, we introduce the concept of semi-complete recourse in the context of stochastic programming as a less restrictive condition compared to complete recourse and propose methods for approximating multistage stochastic programs with risk constraints and semi-complete recourse. We e...

in his collection north, heaney mythologizes the contemporary history of the people of northern ireland through conflating the mythological history of the people of ireland, with the 1960s troubles in northern ireland. used by the modernist poets, the method of representing the contemporary history through recourse to mythology have been also favored by poets who have experienced colonial and p...