Stochastic anti-resonance, that is resonant enhancement of randomness caused by polarization mode beatings, is analyzed both numerically and analytically on an example of fibre Raman amplifier with randomly varying birefringence. As a result of such anti-resonance, the polarization mode dispersion growth causes an escape of the signal state of polarization from a metastable state corresponding ...

This paper presents a parallel genetic algorithm for the job shop scheduling problem (JSP). There are following innovations in this new algorithm: active schedules are created by the priority rules of Giffler and Thompson; the mutation uses neighborhood searching techniques; the crossover uses GT algorithm and is performed on 3 parents. The convergence of the algorithm is also shown in this pap...

Wireless sensor networks for outdoor applications, such as habitat monitoring, are expected to require wireless link ranges that are longer than achievable with commonly available platforms. We discuss ways to extend link range within the constraints typical of wireless sensor networks and incorporate these aspects into the design of a wireless module. We report on the use of this module in a w...

Text Document classification aims in associating one or more predefined categories based on the likelihood suggested by the training set of labeled documents. Many machine learning algorithms play a vital role in training the system with predefined categories among which Naïve Bayes has some intriguing facts that it is simple, easy to implement and draws better accuracy in large datasets in spi...

Humans develop a common sense of style compatibility between items based on their attributes. We seek to automatically answer questions like “Does this shirt go well with that pair of jeans?” In order to answer these kinds of questions, we attempt to model human sense of style compatibility in this paper. The basic assumption of our approach is that most of the important attributes for a produc...

a title sequence is the beginning and the audience’s first center of attention to the film, in which the film’s title, key production and cast and crew along with some special notions related to the film’s content are introduced through typography. a film title sequence may include live action, animation, music, still images and graphics. with the invention of the cinematograph, in order to ide...