Differential evolution algorithm (DE) is one of the novel stochastic optimization methods. It has a better performance in the problem of the color image quantization, but it is difficult to set the parameters of DE for users. This paper proposes a color image quantization algorithm based on self-adaptive DE. In the proposed algorithm, a self-adaptive mechanic is used to automatically adjust the...

Recognizing Textual Entailment (RTE) is a fundamentally important task in natural language processing that has many applications. The recently released Stanford Natural Language Inference (SNLI1) corpus has made it possible to develop and evaluate deep neural network methods for the RTE task. Previous neural network based methods usually try to encode the two sentences and send them together in...

Thе usе of ozonatеd and ionoozonizеd watеr, which has many usеful propеrtiеs (bactеricidal, rеdox, еtc.) products, is a promising dirеction еnvironmеntally friеndly vеry rеlеvant for Kazakhstan, sincе significant sеgmеnts thе population livе in unfavorablе rеgions, work contact with harmful physical factors. Water's unique role as the structural energetic foundation living things extends beyond...

The main parameters and methods influencing the removal of Gentian Violet (GV) dye from aqueous media were investigated using a stachy plant in this study. surface was determined FTIR spectra. Adsorption is influenced by adsorbent's characteristic groups. research took into account usual conditions for GV adsorption plant, such as impact contact time. Mass dosage , after 0.3 g amount adsorbed d...