38 research outputs found
On the free field realization of the osp(1|2) current algebra
The free field representation of the osp(1|2) current algebra is analyzed.
The four point conformal blocks of the theory are studied. The structure
constants for the product of an arbitrary primary operator and a primary field
that transforms according to the fundamental representation of osp(1|2) are
explicitly calculated.Comment: 11 pages, phyzz
БИБЛИОТЕКА PYTHON ДЛЯ СИНТЕЗА ИНТЕЛЛЕКТУАЛЬНЫХ СИСТЕМ УПРАВЛЕНИЯ
This article is devoted to the desription of аpython library based on symbolic regression methods for control systems synthesis problem. Control sysnthesis is becoming more and more relevant, gaining particular importance in view of the rapid development of robotics. Usually, practicians and engineers apply template-type regulators when modeling, and then select optimal parameters for them. At a time when the computing power of PC’s has reached its peak, and programming languages have become extremely expressive due to the high level of abstraction and the vastness of libraries, it is better to implement the synthesis in the form of a library. Python was chosen as the language for synthesis implementation. According to the authors of the article, Python is a convenient language for programming matrix and vector calculations thanks to the numpy package. Moreover, the share of projects written in Python in the web service for hosting Github has been steadily increasing recently, which indicates the support of the language from the developer community. This article describes how to use the package to solve the problem of control synthesis. The authors provide the description of the symbolic regression method, the network operator and algorithms for finding the optimal solution using the principle of small variations of the basic solution. In the experimental part of the article, an example of how to use the library to solve the problem of synthesis of control of a mobile robot moving on a planewith obstacles is considered.Статья посвящена описанию библиотеки программ на языке Python для решения задач синтеза систем управления методами символьной регрессии. Задача синтеза становится все более актуальной, приобретая особое значение ввиду стремительного развития робототехники. Как правило, инженеры и просто практики используют регуляторы шаблонного типа при моделировании, а затем подбирают под них параметры. В условиях, когда вычислительная мощность персональных компьютеров достигла своего апогея, а языки программирования стали чрезвычайно выразительны за счет высокого уровня абстрактности и обширности библиотек, целесообразнее реализовать синтез в виде пакета. В качестве языка для реализации синтеза был выбран Python. По мнению авторов статьи, Python является удобным языком для программирования матричных и векторных вычислений благодаря пакету numpy. Более того, доля проектов, написанных на Python, в веб-сервисе для хостинга Github за последнее время неизменно растет, что говорит о поддержке языка со стороны сообщества разработчиков. В данной статье представлено описание применения библиотеки для решения задачи синтеза управления. Приведено описание метода символьной регрессии, метода сетевого оператора и алгоритмов поиска оптимального решения с использованием принципа малых вариаций базисного решения. Рассмотрен пример использования библиотеки для решения задачи синтеза управления мобильным роботом, движущимся на плоскости, в условиях препятствий
Effect of \gamma-irradiation on superconducting transition temperature and resistive transition in polycrystalline YBa_{2}Cu_{3}O_(7-\delta)
A bulk polycrystalline sample of YBa_(2)Cu_(3)O_(7-\delta) (\delta \approx
0.1) has been irradiated by \gamma-rays with ^{60}Co source. Non-monotonic
behavior of T_{c} with increasing irradiation dose \Phi (up to 220 MR) is
observed: T_{c} decreases at low doses (\Phi < 50 MR) from initial value
(\approx 93 K) by about 2 K and then rises, forming a minimum. At higher doses
(\Phi > 120 MR) T_{c} goes down again. The temperature width of resistive
transition increases rather sharply with dose below 75 MR and drops somewhat at
higher dose. The results observed are discussed, taking into account the
granular structure of sample studied and the influence of \gamma-rays on
intergrain Josephson coupling.Comment: 2 pages, to appear in the proceeding of M2S-HTSC-VI conference,
Housto
Structure constants for the osp(1|2) current algebra
We study the free field realization of the two-dimensional osp(1|2) current
algebra. We consider the case in which the level of the affine osp(1|2)
symmetry is a positive integer. Using the Coulomb gas technique we obtain
integral representations for the conformal blocks of the model. In particular,
from the behaviour of the four-point function, we extract the structure
constants for the product of two arbitrary primary operators of the theory.
From this result we derive the fusion rules of the osp(1|2) conformal field
theory and we explore the connections between the osp(1|2) affine symmetry and
the N=1 superconformal field theories.Comment: 64 pages, phyzzx, no figure
Parafermionic polynomials, Selberg integrals and three-point correlation function in parafermionic Liouville field theory
In this paper we consider parafermionic Liouville field theory. We study
integral representations of three-point correlation functions and develop a
method allowing us to compute them exactly. In particular, we evaluate the
generalization of Selberg integral obtained by insertion of parafermionic
polynomial. Our result is justified by different approach based on dual
representation of parafermionic Liouville field theory described by
three-exponential model
Infrared Factorization, Wilson Lines and the Heavy Quark Limit
It is shown that, in QCD, the same universal function
\Gamma_{cusp}(\vartheta, \alpha_\s) determines the infrared behaviour of the
on-shell quark form factor, the velocity-dependent anomalous dimension in the
heavy quark effective field theory (HQET) and the renormalization properties of
the vacuum averaged Wilson lines with a cusp. It is demonstrated that a
combined use of the methods developed in the relevant different branches of
quantum field theory essentially facilitates the all-order study of the
asymptotic and analytic properties of this function.Comment: 10 page
H(3)+ correlators from Liouville theory
We prove that arbitrary correlation functions of the H(3)+ model on a sphere
have a simple expression in terms of Liouville theory correlation functions.
This is based on the correspondence between the KZ and BPZ equations, and on
relations between the structure constants of Liouville theory and the H(3)+
model. In the critical level limit, these results imply a direct link between
eigenvectors of the Gaudin Hamiltonians and the problem of uniformization of
Riemann surfaces. We also present an expression for correlation functions of
the SL(2)/U(1) coset model in terms of correlation functions in Liouville
theory.Comment: 24 pages, v3: minor changes, references adde
The start of systems biology in Ukraine
The first laboratory of Systems Biology in Ukraine (IMBIG NASU) represents a track record of its scientific results. They include the pioneered development of a web-based tool for genome-wide surveys of eukaryotic promoters for the presence of transcription factors binding sites (COTRASIF); the deciphered mechanisms of the fine-tuned and balanced response of primary hepatocytes to interferon alpha levels recorded after partial hepatectomy; the elaboration of a novel method of gene regulatory network inference compatible with GRID environment and the development of a stoichiometric model of folate-related one carbon unit metabolism in human placenta and its application for the characteristics of the system’s behavior as a whole at different human pathologies.Представлено наукові здобутки першої в Україні (ІМБіГ НАН України) лабораторії системної біології. Вони включають створення веб-інструменту для всегеномного пошуку сайтів зв’язування транскрипційних факторів у промоторах евкаріотних генів; розкриття тонко збалансованого механізму відповіді первинних гепатоцитів на дію інтерферону альфа в дозі, зареєстрованій на першому етапі регенерації печінки після часткової гепатектомії; розробку нового методу інференції мережі генної регуляції для його використання в середовищі ГРІД і створення стехіометричної моделі фолатного циклу у плаценті людини для характеристики поведінки системи за різних патологічних станів.Представлены научные наработки первой в Украине (ИМБиГ НАН Украины) лаборатории системной биологии. Они включают создание веб-инструмента для всегеномного поиска сайтов связывания транскрипционных факторов в промоторах эукариотических генов; раскрытие тонко сбалансированного механизма ответа первичных гепатоцитов на действие интерферона альфа в дозе, регистрируемой в печени на раннем этапе после частичной гепатэктомии; разработку нового метода инференции сетей генной регуляции для его использования в среде ГРИД и создание модели фолатного цикла в плаценте человека для характеристики поведения системы при разных патологических состояниях
Electrons in an annealed environment: A special case of the interacting electron problem
The problem of noninteracting electrons in the presence of annealed magnetic
disorder, in addition to nonmagnetic quenched disorder, is considered. It is
shown that the proper physical interpretation of this model is one of electrons
interacting via a potential that is long-ranged in time, and that its technical
analysis by means of renormalization group techniques must also be done in
analogy to the interacting problem. As a result, and contrary to previous
claims, the model does not simply describe a metal-insulator transition in
() dimensions. Rather, it describes a transition
to a ferromagnetic state that, as a function of the disorder, precedes the
metal-insulator transition close to . In , a transition from a
paramagnetic metal to a paramagnetic insulator is possible.Comment: 13 pp., LaTeX, 2 eps figs; final version as publishe
Zero temperature phases of the frustrated J1-J2 antiferromagnetic spin-1/2 Heisenberg model on a simple cubic lattice
At zero temperature magnetic phases of the quantum spin-1/2 Heisenberg
antiferromagnet on a simple cubic lattice with competing first and second
neighbor exchanges (J1 and J2) is investigated using the non-linear spin wave
theory. We find existence of two phases: a two sublattice Neel phase for small
J2 (AF), and a collinear antiferromagnetic phase at large J2 (CAF). We obtain
the sublattice magnetizations and ground state energies for the two phases and
find that there exists a first order phase transition from the AF-phase to the
CAF-phase at the critical transition point, pc = 0.28. Our results for the
value of pc are in excellent agreement with results from Monte-Carlo
simulations and variational spin wave theory. We also show that the quartic 1/S
corrections due spin-wave interactions enhance the sublattice magnetization in
both the phases which causes the intermediate paramagnetic phase predicted from
linear spin wave theory to disappear.Comment: 19 pages, 4 figures, Fig. 1b modified, Appendix B text modifie