The sets Sj are the sets of points to which μj is the closest center. In each step of the algorithm the potential function is reduced. Let’s examine that. First, if the set of centers μj are fixed, the best assignment is clearly the one which assigns each data point to its closest center. Also, assume that μ is the center of a set of points S. Then, if we move μ to 1 |S| ∑ i∈S xi then we only r...

the aim of this study was to evaluate the psychometric properties, factor structure and kessler psychological distress scale (k-10) cut-off point on the students and prepare it as a screening tool for mental health. in this study, 500 students of tehran universities of medical sciences were selected by proportional sampling. participants responded to the kessler psychological distress scale and...

Abstract The temperature dependence of the optical constants materials (refractive index, absorption and extinction coefficients, dielectric function) can be determined with spectroscopic ellipsometry over a broad range temperatures photon energies or wavelengths. Such results have practical value, for example applications at cryogenic elevated temperatures. gaps their broadenings also provides...