95 research outputs found
New Results in Light-Front Phenomenology
The light-front quantization of gauge theories such as QCD in light-cone
gauge provides a frame-independent wavefunction representation of relativistic
bound states, simple forms for current matrix elements, explicit unitarity, and
a trivial vacuum. The freedom to choose the light-like quantization four-vector
provides an explicitly covariant formulation of light-front quantization and
can be used to determine the analytic structure of light-front wave functions
and to define a kinematical definition of angular momentum. The AdS/CFT
correspondence of large supergravity theory in higher-dimensional anti-de
Sitter space with supersymmetric QCD in 4-dimensional space-time has
interesting implications for hadron phenomenology in the conformal limit,
including an all-orders demonstration of counting rules for exclusive
processes. String/gauge duality also predicts the QCD power-law behavior of
light-front Fock-state hadronic wavefunctions with arbitrary orbital angular
momentum at high momentum transfer. The form of these near-conformal
wavefunctions can be used as an initial ansatz for a variational treatment of
the light-front QCD Hamiltonian. I also briefly review recent analyses which
shows that some leading-twist phenomena such as the diffractive component of
deep inelastic scattering, single-spin asymmetries, nuclear shadowing and
antishadowing cannot be computed from the LFWFs of hadrons in isolation.Comment: Presented at LightCone 2004, Amsterdam, The Netherlands, 16-20 August
200
The maximum of Brownian motion minus a parabola
We derive a simple integral representation for the distribution of the
maximum of Brownian motion minus a parabola, which can be used for computing
the density and moments of the distribution, both for one-sided and two-sided
Brownian motion.Comment: 7 pages, 4 figures, to appear in the Electronic Journal of
Probabilit
Safe Schedulability of Bounded-Rate Multi-Mode Systems
Bounded-rate multi-mode systems (BMMS) are hybrid systems that can switch
freely among a finite set of modes, and whose dynamics is specified by a finite
number of real-valued variables with mode-dependent rates that can vary within
given bounded sets. The schedulability problem for BMMS is defined as an
infinite-round game between two players---the scheduler and the
environment---where in each round the scheduler proposes a time and a mode
while the environment chooses an allowable rate for that mode, and the state of
the system changes linearly in the direction of the rate vector. The goal of
the scheduler is to keep the state of the system within a pre-specified safe
set using a non-Zeno schedule, while the goal of the environment is the
opposite. Green scheduling under uncertainty is a paradigmatic example of BMMS
where a winning strategy of the scheduler corresponds to a robust
energy-optimal policy. We present an algorithm to decide whether the scheduler
has a winning strategy from an arbitrary starting state, and give an algorithm
to compute such a winning strategy, if it exists. We show that the
schedulability problem for BMMS is co-NP complete in general, but for two
variables it is in PTIME. We also study the discrete schedulability problem
where the environment has only finitely many choices of rate vectors in each
mode and the scheduler can make decisions only at multiples of a given clock
period, and show it to be EXPTIME-complete.Comment: Technical report for a paper presented at HSCC 201
On a Problem of Harary and Schwenk on Graphs with Distinct Eigenvalues
Harary and Schwenk posed the problem forty years ago: Which graphs have
distinct adjacency eigenvalues? In this paper, we obtain a necessary and
sufficient condition for an Hermitian matrix with simple spectral radius and
distinct eigenvalues. As its application, we give an algebraic characterization
to the Harary-Schwenk's problem. As an extension of their problem, we also
obtain a necessary and sufficient condition for a positive semidefinite matrix
with simple least eigenvalue and distinct eigenvalues, which can provide an
algebraic characterization to their problem with respect to the (normalized)
Laplacian matrix.Comment: 11 page
An Algorithm for Unconstrained Quadratically Penalized Convex Optimization
A descent algorithm, "Quasi-Quadratic Minimization with Memory" (QQMM), is
proposed for unconstrained minimization of the sum, , of a non-negative
convex function, , and a quadratic form. Such problems come up in
regularized estimation in machine learning and statistics. In addition to
values of , QQMM requires the (sub)gradient of . Two features of QQMM
help keep low the number of evaluations of the objective function it needs.
First, QQMM provides good control over stopping the iterative search. This
feature makes QQMM well adapted to statistical problems because in such
problems the objective function is based on random data and therefore stopping
early is sensible. Secondly, QQMM uses a complex method for determining trial
minimizers of . After a description of the problem and algorithm a
simulation study comparing QQMM to the popular BFGS optimization algorithm is
described. The simulation study and other experiments suggest that QQMM is
generally substantially faster than BFGS in the problem domain for which it was
designed. A QQMM-BFGS hybrid is also generally substantially faster than BFGS
but does better than QQMM when QQMM is very slow.Comment: Submitted to the Electronic Journal of Statistics
(http://www.i-journals.org/ejs/) by the Institute of Mathematical Statistics
(http://www.imstat.org
Codes and Designs Related to Lifted MRD Codes
Lifted maximum rank distance (MRD) codes, which are constant dimension codes,
are considered. It is shown that a lifted MRD code can be represented in such a
way that it forms a block design known as a transversal design. A slightly
different representation of this design makes it similar to a analog of a
transversal design. The structure of these designs is used to obtain upper
bounds on the sizes of constant dimension codes which contain a lifted MRD
code. Codes which attain these bounds are constructed. These codes are the
largest known codes for the given parameters. These transversal designs can be
also used to derive a new family of linear codes in the Hamming space. Bounds
on the minimum distance and the dimension of such codes are given.Comment: Submitted to IEEE Transactions on Information Theory. The material in
this paper was presented in part in the 2011 IEEE International Symposium on
Information Theory, Saint Petersburg, Russia, August 201
On the pinning strategy of complex networks
In pinning control of complex networks, a tacit believing is that the system
dynamics will be better controlled by pinning the large-degree nodes than the
small-degree ones. Here, by changing the number of pinned nodes, we find that,
when a significant fraction of the network nodes are pinned, pinning the
small-degree nodes could generally have a higher performance than pinning the
large-degree nodes. We demonstrate this interesting phenomenon on a variety of
complex networks, and analyze the underlying mechanisms by the model of star
networks. By changing the network properties, we also find that, comparing to
densely connected homogeneous networks, the advantage of the small-degree
pinning strategy is more distinct in sparsely connected heterogenous networks
Commuting birth-and-death processes
We use methods from combinatorics and algebraic statistics to study analogues
of birth-and-death processes that have as their state space a finite subset of
the -dimensional lattice and for which the matrices that record the
transition probabilities in each of the lattice directions commute pairwise.
One reason such processes are of interest is that the transition matrix is
straightforward to diagonalize, and hence it is easy to compute step
transition probabilities. The set of commuting birth-and-death processes
decomposes as a union of toric varieties, with the main component being the
closure of all processes whose nearest neighbor transition probabilities are
positive. We exhibit an explicit monomial parametrization for this main
component, and we explore the boundary components using primary decomposition.Comment: Published in at http://dx.doi.org/10.1214/09-AAP615 the Annals of
Applied Probability (http://www.imstat.org/aap/) by the Institute of
Mathematical Statistics (http://www.imstat.org
Clinical and urodynamic findings in women affected by mixed urinary incontinence
The definition of mixed urinary incontinence (MUI) of the International Continence Society exclusively assesses patient-reported symptoms without consideration of physical and urodynamic results, what is inadequate to reliably predict the pathophysiology of the underlying pathology. We investigated and compared clinical and urodynamic findings in women with MUI and assessed predictive variables for the different MUI clinical presentations
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