2002 Technical Reports | SCS | UW
[Please remove <h1>]
CS-2002-43 |
Title |
Optimal Spaced Seeds for
Finding Homologous Coding Regions |
Authors |
Brona Brejova and Daniel
G. Brown |
Abstract |
We study the problem of
computing optimal spaced seeds for identifying homologous coding DNA sequences
in large genomic data sets. We develop two models of DNA sequence alignment
in coding regions, and using data sets from human/Drosophila and human/mouse
comparisons, we compute optimal spaced seeds using a dynamic programming
algorithm. The seeds we identify are more sensitive by far at identifying
homologous regions than the seeds from BLAST or from PatternHunter, and
also significantly improve on the sensitivity of WABA, which also uses a
simple spaced seed. In
particular, in human/Drosophila comparisons, we offer an 82% improvement
in false negatives over BLAST and a 33% improvement over WABA. Our results
offer the hope of improved gene finding due to fewer missed exons in DNA/DNA
comparison, and more effective homology search in general. |
Date |
October 2002 |
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CS-2002-42 |
Title |
A High-level Specification
Language for Structured Document Transformation |
Authors |
X. Tang and F. W. Tompa |
Abstract |
The purpose of this paper
is to introduce and study the problem of automatic transformation of structured
documents. We consider collections of documents where the instances in each
collection
share a common structure in the sense that they can all be characterized
by grammar rules such as found in a context-free grammar (CFG) or forest-regular
grammar (FRG). We extend the notation to a single XML (or SGML) document
with accompanying DTD (document type definition) to say
that it is structured. As long as documents do not conform to a single universal
standard, the data transformation between them remains a problem. Thus in
the absence of a universal tag set and schema, structured document transformation
is important for XML to serve as the data interchange format for the Web.
Recently, W3C proposed XSLT (Extensible Stylesheet Language Transformations)
as a transformation language for XML data. This language has considerable
computation power. However, it requires detailed and tedious programming
to accomplish complex structure transformations. As alternatives, SDT (Syntax
Directed Translation) and its extended form TT (Tree Transformation) grammar
are widely used to specify transformations of source code in various programming
languages, and they have been proposed as specification languages for structured
document transformation. These languages are descriptive but have limited
expressive power, which makes them unable to specify complex structure transformations.
In this paper, we propose an approach based on syntax tree templates. We
show that our language is both descriptive and expressive. We also provide
algorithms to convert our specification to XSLT for executing the transformation.
Based on the algorithms, we present a prototype implementation. |
Date |
October 2002 |
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CS-2002-41 |
Title |
Wei Wei Zheng and Keith
O. Geddes |
Authors |
Exploiting Fast Hardware
Floating Point in High Precision Computation |
Abstract |
We present an iterative
refinement method bases on a linear Newton iteration for solving a particular
group of high precision computation problems. Our method generates an initial
solution at hardware floating point precision using a traditional method
and then repeatedly refines this solution to higher precision, exploiting
hardware floating point computation in each iteration. This is in contrast
to direct solution of the high precision problem completely in software
floating point. Theoretical coast analysis, as well as experimental evidence,
shows a significant reduction in computational cost is achieved by the iterative
refinement method on this group of problems. |
Date |
December 2002 |
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CS-2002-40 |
Title |
An XQuery Canonical Form
and its Translation to Extended Relational Algebra |
Authors |
H. Zhang and F. W. Tompa |
Abstract |
As XML becomes more widespread as a standard representation for data, XML-based query languages and their evaluations are increasingly important. For this purpose, several XML based query languages have been proposed, including W3C's XQuery. In this paper, we define a query canonical form which provides a conceptually uniform vision of path expressions, element constructors and FLWR expressions in XQuery. The power of this canonical form is shown by identifying an important subset of XQuery that can be translated to this canonical form. Moreover, this canonical form nicely separates different aspects of an XML query, i.e., structure, navigation, and condition. This property makes it easy to be extended, and a possible extension of the canonical form is presented. Having this canonical form, we present an algorithm to translate from it into an extended relational algebra that includes operators defined for the structured text datatype, and we prove its correctness. This algorithm can be used as the basis of a sound translation from XQuery to SQL, and the starting point for query optimization, which is required for XML to be supported by relational database technology.l |
Date |
October 2002 |
Comments |
29 pp |
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CS-2002-39 |
Title |
XBench - A Family of Benchmarks
for XML DBMSs |
Authors |
Benjamin
Bin Yao, M. Tamer Ozsu and John Keenleyside |
Abstract |
XML is beginning to be
extensively used in various application domains, and as a result, large
amounts of XML documents are being generated. Researchers in both industry
and academia have proposed a number of approaches to efficiently store,
manipulate, and retrieve XML documents. The individual performance characteristics
of these approaches as well as the relative performance of various systems
is an ongoing concern.
The range of XML application and the XML data that they manage are quite
varied and no one database schema and workload can properly capture this
variety. We propose a family of XML benchmarks, collectively call XBench,
to measure and evaluate the performance of different approaches to deal
with the management of XML documents. The family is defined according
to a classification of applications, and each class has its own database
and workload.
We discuss the general requirements for an XML DBMS benchmark, followed
by a detailed explanation of the XBench, including the methodology of
database generation, the workload, and the setup of test environment.
A brief discussion of other existing XML benchmarks and comparison among
them will be given as well. |
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163 pgs |
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CS-2002-37 |
Title |
Fraction-free Row Reduction
of Matrices of Ore Polynomials |
Authors |
Berhard Beckermann, Howard
Cheng and George Labahn |
Abstract |
In this paper we give
formulas for performing row reduction of a matrix of Ore polynomials in
a fraction-free way. The reductions can be used for finding the rank and
left nullspace of such matrices.
When specialized to matrices of skew polynomials our reduction can be used
for computing a weak Popov form of such matrices and for computing a GCRD
and an LCLM of skew polynomials or matrices of skew polynomials. The algorithm
is suitable for computation in exact arithmetic domains where the growth
of coefficients in intermediate computations is a central concern. This
coefficient growth is controlled by using fraction-free methods. The known
factor can be predicted and removed efficiently. |
Date |
November 2002 |
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CS-2002-36 |
Title |
Optimizing Correlated
Path Queries in XML Languages |
Authors |
Ning Zhang and Tamer Ozsu |
Abstract |
Path expressions are ubiquitous
in XML processing languages such as XPath, XQuery, and XSLT. Expressions
in these languages typically include multiple path expressions, some of
them correlated. Existing approaches evaluate these path expressions one-at-a-time
and miss the optimization opportunities that may be gained by exploiting
the correlations among them. In this paper, we address the evaluation and
optimization of correlatedpath expressions. In particular, we propose two
types of optimization techniques: integrating correlated path expressions
into a single pattern graph, and rewriting the pattern graph according to
a set of rewriting rules. The first optimization technique allows the query
optimizer to choose an execution plan that is impossible by using the existing
approaches. The second optimization technique rewrites pattern graphs at
a logical leveland produce a set of equivalent pattern graphs from which
a physical optimizer can choose given an appropriate cost function. Under
certain conditions that we identify, the graph pattern matching-based executionapproach
that we propose may be more efficient than the join-based approaches. |
Date |
November 2002 |
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CS-2002-35 |
Title |
A User Interest Model
for Web Page Navigation |
Authors |
Sule Gunduz and M. Tamer
Ozsu
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Abstract |
Making recommendation
requires predicting what is of interest to a user at a specific time. Even
the same user may have different desires at different times. This paper
concentrates on the
discovery and modelling of the user's aggregate interest in a session. This
approach relies on the premise that the visiting time of a page is an indicator
of the user's interest in that
page. The proportion of times spent in a set of pages requested by the user
within a single session forms the aggregate interest of that user in that
session. We first partition user sessions into
clusters such that only sessions which represent similar aggregate interest
of users are placed in the same cluster. We employ a according to similar
amount of time in similar pages. In particular, we cluster sessions by learning
a mixture of Poisson models using Expectation Maximization algorithm. The
resulting clusters are then used to recommend pages to a user that are most
likely contain the information which is of interest to that user at that
time. Although the approach does not use the sequential patterns of transactions,
experimental evaluation shows that the approach is quite effective in capturing
a Web user's access pattern. The model has an advantage over previous proposals
in terms of speed and memory usage. |
Date |
October 2002 |
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CS-2002-33 |
Title |
Reducing the Dimensionality of Plant Spectral Databases |
Authors |
Ian Bell and Gladimir Baranoski |
Abstract |
This study investigates the application of Principal Components Analysis (PCA) in the storage and reconstruction of plant spectral data. A new Piecewise PCA approach (PPCA), which takes into account the biological factors that affect the interaction of solar radiation with plants, is also proposed. These techniques are examined through experiments involving the reconstruction of reflectance and transmittance curves for herbaceous and and woody specimens. The spectral data used in these experiments was obtained from the LOPEX (Leaf Optical Properties Experiment) database. The reconstructions were performed aiming at a root mean square error (rmse) lower than 1%. The results of these experiments indicate that PCA can effectively reduce the dimensionality of plant spectral databases from the visible to the infrared regions of the light spectrum, and that the PPCA approach can further maximize the accuracy/cost ratio of the storage and reconstruction of plant spectral reflectance and transmittance data. |
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CS-2002-32 |
Title |
Symbolic Summation in
Maple |
Authors |
S.A. Abramov, K.O. Geddes,
J.J. Carette, H.Q. Le |
Abstract |
We describe the design
and implementation of the
Maple toolbox SumTools, a package for computing
closed forms of indefinite and definite sums.
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Date |
December 2002 |
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CS-2002-31 |
Title |
Lazy Database Replication
with Freshness Guarantees |
Authors |
K. Daudjee and K. Salem. |
Abstract |
Lazy replication is a
popular technique for improving the performance and availability of database
systems. Although there are concurrency control techniques which guarantee
serializability in lazy replication systems, these techniques do not provide
freshness guarantees. Since transactions may see stale data, they may be
serialized in an order different from the one in which they were submitted.
Strong serializ- ability avoids such problems, but it is very costly to
imple- ment. In this paper, we propose a generalized form of strong serializability
that is suitable for use with lazy replication. It has many of the advantages
of strong serializability, but can be implemented more efficiently. We show
how gener- alized strong serializability can be implemented in a lazy replication
system, and we present the results of a simula- tion study that quantifies
the strengths and limitations of the approach.
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Date |
November 2002 |
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CS-2002-30 |
Title |
Streaming MPEG-4 Audio-Visual
Objects with Quality Adaptation |
Authors |
Toufik Ahmed (1),(2),
Youssef Iraqi (1), Raouf Boutaba (1) and Ahmed Mehaoua (2) |
Abstract |
This paper presents an
Object-based Quality Adaptation Mechanism (OQAM) for streaming unicast MPEG-4
Audio-Visual content over the Internet. This mechanism dynamically adds
and drops MPEG-4 Audio-Visual Objects (AVOs) by using a TCP-Friendly Rate
Control (TFRC) mechanism. TFRC adjusts the number of AVOs streamed to meet
the need for rapid change in transmission rate caused by network congestion
and the need for stable perceptual audio-visual quality. This end-to-end
quality adaptation is combined with a Diffserv marking scheme to guarantee
AVOs prioritization within the network. Performance evaluation shows that
the quality of the received video adapts gracefully to network state and
to heterogeneous clients capabilities. |
Date |
August 2002 |
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CS-2002-29 |
Title |
An Efficient Algorithmic
Approach
for the Estimation of the Red Edge Position of
Plant Leaf Reflectance |
Authors |
Gladimir V. G. Baranoski
and Jon G. Rokne |
Abstract |
The point of maximum slope
on the reflectance spectrum of vegetation between red and near-infrared
wavelengths< is known as the red edge position (REP). The REP is stronglycorrelated
with foliar chlorophyll content, and hence, it provides a very sensitive
indicator for a variety of environmental factors such as vegetation stress,
drought and senescence. Due to its importance for the application of inversion
procedures, a number of techniques have been developed for determining the
REP for foliar spectral reflectance. In this paper a new approach is proposed.
It allows an unsupervised estimation of the REP. The accuracy of the new
approach is evaluated by comparing REP estimates with values derived from
measured spectral data for woody and herbaceous pecies. |
Date |
August 2002 |
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CS-2002-26 |
Title |
A Phase Velocity Analysis
of Multigrid Methods for Hyperbolic Equations |
Authors |
Justin W.L. Wan, Tony F.
Chan |
Abstract |
In this paper, we study the effects of coarse grid correction (CGC) on
multigrid convergence for hyperbolic problems in one and two dimensions.
We approach this from the perspective of phase velocity, which allows
us to exploit the hyperbolic nature of the underlying PDE. In particular,
we consider three combination of coarse grid operators and coarse grid
solution approaches: (1) Runge-Kutta smoothing CGC, direct discretization,
(2) exact coarse grid solve, direct discretization, and (3) Galerkin CGC.
For all these approaches, we show that the convergence behavior of multigrid
can be precisely described by the phase velocity analysis of the coarse
grid correction matrix, and we verify our results by numerical examples
in one and two dimensions.
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Date |
July 2002 |
Comments |
Conference presentation:
Householder Symposium XV |
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CS-2002-25 |
Title |
Closed form solutions
of linear odes having doubly periodic coefficients |
Authors |
Reinhold Burger, George
Labahn, Mark van Hoeij |
Abstract |
We consider the problem of finding closed form solutions of linear
differential equations having doubly periodic coefficients. We give
a decision procedure for determining if such equations have doubly
periodic solutions and study algorithms for solving such a decision
procedure. In addition, in the case of a second order equation we
show how to find the general solution to such an ode. |
Date |
July 2002 |
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CS-2002-23 |
Title |
On the Equivalence Between
Prony's and Ben-Or's/Tiwari's Methods |
Authors |
Mark Giesbrecht, George
Labahn, Wen-shin Lee. |
Abstract |
We show the equivalence between the exact \BenTi algorithm and
numerical Prony's method. Taking advantage of the recent results
in both exact and numerical approaches, we present new algorithms
and outline possible developments.
Key words:Prony's method, sparse polynomial interpolation, early
termination, Ben-Or/Tiwari algorithm, exponential functions.
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Date |
July 2002 |
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CS-2002-22 |
Title |
SNAP User's Guide |
Authors |
Claude-Pierre Jeannerod,
George Labahn,
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Abstract |
In this paper we describe
the SNAP (Symbolic-Numeric Algorithms for Polynomials) package for computing
with polynomials having inexact coefficients. This package is a first attempt
to provide the standard functionalities for inexact polynomials that exist
for exact polynomials, including the taking of quotients and remainders,
determining if two polynomials are relatively prime and finding greatest
common divisors (GCDs). The package is included in the coming release of
the MAPLE computer algebra system. |
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CS-2002-21 |
Title |
Virtual Goniophotometric
Measurements Protocol |
Authors |
Aravind Krishnaswamy,
Gladimir V. G. Baranoski and Jon G. Rokne |
Abstract |
Many scattering models
have been proposed in the graphics literature. Few of them, however, have
been evaluated through comparisons with real measured data. As the demand
for plausible and predictable scattering models increases, more effort is
focused on performing such comparisons, which require the use of measurement
devices. Once the accuracy of a given model is determined, data can be extracted
from this model in several dimensions. In this paper we examine the formulation
of virtual goniophotometric devices used to evaluate and extract data from
scattering models. We discuss implementation issues which affect the reliability
of the readings provided by these devices. Our discussion of these issues
is supported by experiments whose results are also presented in this paper. |
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CS-2002-17 |
Title |
State of the Art in the
Realistic Simulation of Plant Leaf Venation Systems |
Authors |
Julia Taylor-Hell and
Gladimir Baranoski |
Abstract |
In order to create a realistic portrayal of plant leaves in computer
graphics, the veins on these leaves must be represented. In the
computer graphics industry, an artist may draw a branching vein
structure as a texture and paste it onto the leaf model. Because
natural scenes are so frequently represented, it would be useful
to devise an automatic and predictable technique for simulating
leaf venation systems and embedding them to the leaf's
geometric model. This technical report examines this problem
and reviews the state of the art in the simulation of venation systems. |
Date |
April 2002 |
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CS-2002-16 |
Title |
Simulating the Dynamics
of the Dancing Lights |
Authors |
Gladimir Baranoski, Justin
Wan, Jon Rokne, Ian Bell |
Abstract |
The auroral displays, known as the Aurora Borealis and Aurora
Australis, are geomagnetic phenomena of impressive visual
characteristics and remarkable scientific value. Auroras present
a complex behavior that arises from interactions between plasma
(hot, ionized gases composed of ions, electrons and neutral atoms)
and Earth's electromagnetic fields. In this paper we present a
physically-based model to perform 3D visual simulations of auroral
dynamics. This model takes into account the physical parameters and
processes directly associated with plasma flow. The set of partial
differential equations associated with these processes is solved using a
practical multigrid algorithm, which can also be applied in the simulation
of natural phenomena such as gas, smoke or water flow. In order to
illustrate the applicability of our model we provide animation sequences
rendered using a distributed forward mapping approach.
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Date |
May 2002 |
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CS-2002-14 |
Title |
A Formal Analysis of the
Will-Retire Correctness Statement |
Authors |
Nancy A. Day, Mark D.
Aagaard and Meng Lou |
Abstract |
We relate two microprocessor
correctness statements and show that they are equivalent. The first correctness
statement in question uses synchronization at retirement over a series of
steps of the implementation and external equality as the required correspondence
between states. The second
correctness statement is the classic single-step commuting diagram with
external equality as the match. We prove that if any microprocessor implementation
and specification are shown to satisfy one of these correctness statements,
they also satisfy the other correctness statement. This technical report
is a continuation of Technical Report 2002-11 and includes little introductory
material.
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Date |
March 2002 |
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CS-2002-13 |
Title |
A Collapsing Method for
Efficient Recovery of Best Supported Edges in Phylogenetic Trees |
Authors |
Mike Hu, Paul Kearney |
Abstract |
We present a novel algorithm, HyperCleaning* for effectively
inferring phylogenetic trees. The method is based on the quartet
method paradigm and is guaranteed to recover the best supported
edges of the underlying phylogeny based on the witness quartet
set. This is performed efficiently using a collapsing mechanism
that employs memory/time tradeoff to ensure no loss of
information. This enables HyperCleaning* to solve the relaxed
version of the Maximum-Quartet-Consistency problem feasibly, thus
providing a valuable tool for inferring phylogenies using quartet
based analysis. |
Date |
March 2002 |
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CS-2002-11 |
Title |
A Mechanized Theory of
Microprocessor Correctness Statements |
Authors |
Nancy A. Day, Mark. D.
Aagaard, and Meng Lou |
Abstract |
Microprocessor verification has become increasingly challenging with the
use of optimizations such as out-of-order execution. Because of the
complexity of the implementations, a wide variety of microprocessor
correctness statements have been proposed and used in verification
efforts. In this work, we have mechanized a previously proposed
framework for classifying these correctness statements. We have
verified the relationships between the different points in the
framework,
and developed a characterization of the commonly used flushing
abstraction function. The relationships between points in the framework
are general theorems that provide "verification highways" to connect
different correctness statements and provide reusable verification
strategies. We have used these highways to determine the precise
relationships between top-level correctness statements used in
verification efforts. |
Date |
February 2002 |
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CS-2002-10 |
Title |
High-Order Lifting |
Authors |
Arne Storjohann |
Abstract |
The well-known technique of adic-lifting for linear-system solution is
studied. Some new methods are developed and applied to get algorithms
for the following problems over the ring of univariate polynomials with
coefficients from a field: rational system solving, integrality certification
and determinant/ Smith-form computation. All algorithms are Las Vegas
probabilistic.
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Date |
# issued in February |
Comments |
Submitted to: ISSAC '02 |
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CS-2002-07 |
Title |
Factoring Zero-dimensional
Ideals of Linear Partial Differential Operators |
Authors |
Ziming Li, Fritz Schwarz,
Serguei P Tsarev |
Abstract |
This paper presents an algorithm for factoring a zero-dimensional left
ideal in the ring generated by two derivation operators over the field
of bivariate rational functions, i.e., factoring a linear homogeneous
partial differential system whose coefficients are rational functions,
and whose solution space is finite-dimensional over the field of constants.
The algorithm computes all the zero-dimensional left ideals containing
the given ideal. It generalizes the Beke-Schlesinger algorithm for factoring
linear ordinary differential operators, and uses an algorithm for finding
hyperexponental solutions of such ideals.
Keywords:differential operator, linear partial differential system,
zero-dimensional left ideal, factorization.
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Date |
January 2002 |
Comments |
Has been submitted to
ISSAC 2002 |
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CS-2002-06 |
Title |
Simplification of Definite
Sums of Rational Functions |
Authors |
H.Q. Le |
Abstract |
We propose an algorithm for simplification of
definite sums of rational functions which, for a
given input rational function F(n,k), constructs
two rational functions G(n) and T(n,k) such that
n / n \
--- | --- |
\ | \ |
) F(n, k) = G(n) + | ) T(n, k)|
/ | / |
--- | --- |
k = 0 \ k = 0 /
where the degree of the denominator w.r.t. k of
T(n,k) is “small”.
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Date |
# issued in January |
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CS-2002-05 |
Title |
Fraction-free Row Reduction
of Matrices of Skew Polynomials |
Authors |
Bernhard Beckermann, Howard
Cheng, and George Labahn |
Abstract |
We present a new algorithm for row reduction of a matrix of skew polynomials.
The algorithm can be used for finding full rank decompositions and other
rank revealing transformations of such matrices. In particular these reductions
can be applied to problems such as the desingularization of linear recurrence
systems and for computing rational solutions of a large class of linear
functional systems. The algorithm is suitable for computation in exact
arithmetic domains where the growth of coefficients in intermediate computations
is a central concern. This coefficient growth is controlled by using fraction-free
methods. At the same time the method is fast: for an $m \times s$ matrix
of input skew polynomials of degree $N$ with coefficients bounded by $K$
the algorithm has a worst case complexity of $O(m^5 s^4 (N+1)^4 K^2)$
bit operations.
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Date |
January 2002 |
Comments |
Submitted to: ISSAC 2002 |
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CS-2002-04 |
Title |
A Modular Greatest Common
Divisor Algorithm for Matrix Polynomials |
Authors |
Howard Cheng and George
Labahn |
Abstract |
In this paper we give a modular algorithm to compute one-sided greatest
common divisors for matrix polynomials, improving on the fraction-free
algorithm by Beckermann and Labahn. We define lucky homomorphisms for
the modular algorithm and give bounds on the coefficients in the results
computed. In addition, the greatest common left (right) divisor computed
by our algorithm is in column (row) reduced form. For computing a greatest
common left divisor of two matrix polynomials of dimensions $m \times
n_1$ and $m \times n_2$ having degree $N$ in which all the coefficients
of the entries have sizes bounded by $K$, the bit complexity of our algorithm
is $O(n(m^2N)^3 K^2)$ where $n = n_1+n_2$. This is a significant improvement
over the fraction-free algorithm. Our algorithm also solves the extended
one-sided GCD problem, and can be used to transform any matrix polynomial
into column reduced form.
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Date |
January 2002 |
Comments |
Submitted to: ISSAC 2002 |
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CS-2002-03 |
Title |
A reduced form for perturbed
matrix polynomials |
Authors |
Claude-Pierre Jeannerod
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Abstract |
We show that every perturbation of a square matrix polynomial with zero
eigenvalues only can be reduced by equivalence, under certain conditions,
to a perturbed matrix polynomial whose leading matrix has maximal Smith
form. This yields a reduced form for square perturbed matrix polynomials
from which one can easily recover all the eigenvalue leading terms whose
exponent is the inverse of a positive integer.
Key words:matrix polynomials, perturbed eigenvalues, Smith form,
Newton diagram.
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Date |
January 2002 |
Comments |
Also available from the
Proceedings of the 2002 International Symposium on Symbolic and Algebraic
Computation (ISSAC'02), Lille, France, July 2002. |
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CS-2002-02 |
Title |
On integral representation
and algorithmic approaches to
the evaluation of combinatorial sums |
Authors |
G.P. Egorychev and E.V. Zima |
Abstract |
Integral representation is applied to various problems of
algorithmic indefinite and definite summation and for
generating combinatorial identities.
An integral representation approach to rational summation
is compared to known algorithmic approaches.
It is shown that the integral representation can be used
for practical improvements of known summation algorithms.
A new solution to Riordan's problem of combinatorial
identities classification is presented. |
Date |
January 2002 |
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CS-2002-01 |
Title |
A Graph Unification Machine
for N.L. Parsing |
Authors |
V. Keselj and N. Cercone |
Abstract |
A simple, novel, and efficient computational model for a graph
unification method for NL parsing is presented. We rely the
body of existing research on labeled graph unification for
natural language parsing.
This model offers several advantages including: simplicity,
efficiency, and amenability to a low-level, efficient, and
straight-forward implementation.
A consequence of this is that some earlier considerations with
respect to garbage collection and redundant node copying
become obsolete.
The model uses a novel feature of sub-node structure sharing. |
Date |
January 2002 |
Report |
C
and Javasource |
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