Description
The quantum self-organization algorithm model of wise knowledge base design for intelligent fuzzy controllers with required robust level considered. Background of the model is a new model of quantum inference based on quantum genetic algorithm. Quantum genetic algorithm applied on line for the quantum correlation’s type searching between unknown solutions in quantum superposition of imperfect...
Quantum Machine Learning is one of the most promising applications on near-term quantum devices which possess the potential to solve problems faster than traditional computers. Classical Machine Learning is taking up a significant role in particle physics to speed up detector simulations. Generative Adversarial Networks (GANs) have scientifically proven to achieve a similar level of accuracy...
When considering quantum systems in phase space, the Wigner function is used as a
function of quasidensity of probabilities. Finding the Wigner function is related to the calculation
of the Fourier transform from a certain composition of wave functions of the corresponding
quantum system. As a rule, knowledge of the Wigner function is not the ultimate goal, and
calculations of mean values...
The studies of the geometrical aspects of the quantum information grow very actual owing to practical purposes.
Due to a request coming from the quantum technology, formulation of the quantum estimation theory turn to be in the frontier of a modern research. Particularly, the issue of interrelations between the phase space quasidistributions and classical Fisher metric are of current...
According to modern views, the Wigner quasiprobability distribution provides a qualitative information on many quantum phenomena occurring in diverse physical systems. The Wigner function has all the properties of statistical distributions except one: taking negative values for some quantum states, the Wigner function turns to be not a proper distribution, and hence it indicates the existence...
Modern applications of quantum mechanics renewed interest in the properties of the set of density matrices of finite size. The issue of establishing of Riemannian structures on the quantum counterparts of space of probability measures became a subject of recent investigations.
We study quantum analogues of a well-known, natural Riemannian metric, the so-called Fisher metric. Explicit...
