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Mathematics Tasmania Colloquia |
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Except where otherwise noted, colloquia are held in Room 155 of the
Mathematics Department. The usual time is 3:10pm on Thursdays. Anyone
interested is invited to come along.
OTHER COLLOQUIA Revised 30 July 2001. |
Thursday 2 August 2001
Subsumption Metrics on the Terms of a Free Algebra
Gordon Plothin showed how to find the least general generalisation w of
any two terms, t and u, and substitutions \thetat
and \thetau
for which
Thursday 26 July 2001
The appearance of consciousness in machines
Rational automata, implemented by the author and co-workers, engage in
discourse with one another in correct English. Their conversation appears
natural. They reason inductively and deductively, learn, remember and
forget, and display human-like characteristics, such as curiosity,
gullibility and duplicity. I surmise that rational automata will pass an
objective Turing test - with the judge as passive observer, rather than
participant. Rational automata, increasingly, will appear to be conscious.
Questions as to whether or not machines can be conscious (rather than
merely appearing to be) can only be answered relative to an ontology in
which consciousness is sufficiently well specified. The quantum ontology of
von Neumann and Wigner promises to do this. It is broadly in harmony with
how the world appears, and sees the presence of knowledge in the world as
something that plays an intrinsic role. For this theory to become
compelling a clear account is needed of the nature of knowledge and its
relation with information. Currently we do not have such an account. I
will make some suggestions as to what a satisfactory mathematical theory of
knowledge and information might be like. And I will ask whether these
ideas leave room for the possibility that the appearance of consciousness
in machines will not be what it seems.
Thursday 19 July 2001
Computing and reasoning with split polynomials
A main concern of elementary algebra is the interplay between
algorithms and their associated functions. For example, the identity
This joint work (with Tim Stokes and Michael Bulmer) extends the theory of
Boolean affine combinations, which we introduced in [1]. A prototype system
for computation with split polynomials has been implemented (in
Mathematica).
[1] M. Bulmer, D. Fearnley-Sander and T. Stokes, 'Towards a Calculus of
Algorithms', Bull. Aust. Math. Soc., 50 (1994), pp. 81--89.
Thursday 28 June 2001
Transformations for ANOVA
Kruskal proposes an ad-hoc transformation technique for factorial
designs that maximizes the fit of the transformed data to an assumed
linear model. We present a variant of Kruskal's technique for
factorial designs with replication, that maximizes the fit of the
transformed data to the standard assumptions homogeneous variances
and approximate normality. We consider two approaches. The first
leads to a quadratic programming problem for the transformed
ordinates which can be solved through the techniques of isotonic
regression. The second approach is based on Markov Chain Monte
Carlo simulation.
Real-Time Reasoning and Anytime Algorithms
Making computer systems that can function properly in the real world is a
problem that faces many people world-wide. Often the main problem is
ensuring that an answer is achieved before the time to use that
answer has passed. After all, finding out how to prevent an accident
after it's happened is not as useful as finding out before and avoiding it.
However, finding the answer in time is not always easy.
Normally in real world situations though, there is not just the one 'correct'
answer, but many. So rather than trying to find the 'best' correct answer,
it is sufficient to find one that is 'good enough'.
One technique that addresses this situation of finding good enough
solutions is that of Anytime Algorithms.
These are algorithms that allow guarantees to be made about getting a
solution, and the quality of the solution that is found.
In this seminar we define what is meant by an anytime algorithm, and also
define a subclass of anytime algorithms called 'contract' algorithms.
We also describe a minor alteration to the method to incorporate improved
reasoning capabilities, to allow for application to a wider range of real
world situations.
Shim Coils in Magnetic Resonance Imaging - a Famously
Ill-conditioned Problem
The principles of nuclear magnetic resonance have been known for quite a
long time. When certain materials (paramagnetics) are placed in a
strong magnetic field, the nuclear moments of the atoms in the material
align with the magnetic field. If they are then subject to a
radio-frequency signal of just the right frequency, they absorb some of
the energy from the signal and flip from one (quantized) state to
another. If the signal is then taken away, the nuclei flip back to
their original state, releasing the quantum of energy they had
absorbed. The frequency of the required signal is dependent on the
strength of the background magnetic field.
What is really surprising is that this somewhat arcane physical
experiment is now the driving force behind the latest and fanciest
medical imaging technology, known as magnetic resonance imaging (MRI).
This technology has only been around for 10 - 15 years, but already no
major hospital can afford not to have it (it even made its way into
Federal Parliament).
In the medical imaging application, there is the additional complication
that the strong background magnetic field has to be unique at each point
in the patient's body. This imposes a very demanding design problem,
since the magnetic field has to be specified very accurately on some
"target" surface inside the electromagnet that creates the field.
However the problem of designing an electromagnet, to create a desired
field at a certain location, is a famously ill-conditioned problem in
applied mathematics, and in general it doesn't have a solution.
There is a method, known as Turner's target-field method, for solving
this problem. It uses elegant Fourier-transform theory, but it assumes
that the electromagnet is infinitely long. We have recently developed
an alternative solution method, that attempts to solve a first-kind
Fredholm integral equation to design the electromagnet, and it allows
the finite-length magnet shape to be incorporated. This will be
discussed in the talk.
Fluid Flows and Mineral Deposition
An examination of the placement of gold deposits in the Yilgarn Basin in WA
and the Basin boundaries appear to be consistent with possible fluid flow
patterns which may have existed in the porous upper crust of the basin.
An examination of the flows corresponding to a regular rectangular basin
yields flow patterns in the form of the well-known Benard cells. Of
particular interest are those patterns which have a cross section similar
to that of the Hele Shaw cell. The rolls conform to those due to a heat
bank in the form of a line source resulting in a line of upwelling fluid.
Mineral deposit would be expected to appear on this line.
Applications to mineral deposits on the West Coast of Tasmania are examined
and a comparison is made with the WA goldfields where the irregularities in
form could be accounted for by the lack of symmetry in the boundary and the
porous medium.
Selection at the level of the community: the importance of spatial organisation
Biological systems can be described at several levels of organisation, each
representing a major transition in evolution. The different levels of
organisation range, for example, through molecules, simple "protocells",
cells, individuals and populations. At each level there are emergent
properties.
One of the grand unifying themes in biology surrounds the question of how
selection among selfish entities at one level of biological organisation is
prevented from overriding a common interest in the integrity of a higher level
of organisation. The question addresses, for example, how protocells evolve
from replicating molecules, how cells arise from symbiotic protocells, and how
multicellular individuals evolve from single-celled species. The accepted
explanation is embodied in the theory of multilevel selection, a key component
of which is that genetic variance among different "groups" under selection is
greater than variance within "groups".
While the theory of multilevel selection is no longer controversial, the levels
of organisation on which selection can act above the level of the individual
remains highly controversial. The established view is that selection cannot act
at the level of communities of several interacting species (and therefore that
the emergence of communities does not represent a major transition in evolution)
because communities have no individuality and separateness. I will discuss
several spatially explicit models of multispecies systems that demonstrate
spatial self-organising and show (a) that spatial self-structuring can provide
sufficient "individuality and separateness" for selection at the level of (sub)
community, i.e. a rich substrate for evolution, and (b) that community level
selection can override individual level selection.
Monoid Presentations for Some Models of Symmetry
Local symmetries are described by inverse monoids. I shall give examples
arising from group actions on semilattices. Pictures, equations, and
concrete representations (e.g. by matrices) are all needed to work with
inverse monoids. The talk, joint work with David Easdown (Sydney), focuses
on equational presentations, where everything about the monoid is given by
generators and relations.
Can we tell if a presentation gives an inverse monoid? Can we shortcut the
usual yucky combinatorial proofs and establish presentations for 'new'
inverse monoids? You bet we can!
Will conditions be suitable for a possible world record attempt on the
longest relation in a monoid presentation? I'm not so sure about that . . .
Stewart-Gough Platforms
The presentation of designs for fully parallel mechanisms by Gough (1962) and
Stewart (1965) opened up a new class of robot design. Parallel designs offer
advantages in rigidity and dynamic performance over serial designs. On the
other hand, there are difficulties in the workspace determination, forward and
reverse position analysis. Attempts to solve these problems have used many
techniques, notably an invigorated screw theory.
Faster Than Light
Quantum mechanics and relativity are the cornerstones of 20th-century
physics,
and both are famous for violating common sense. Experiments have shown that
photons can pull off two such violations at once - they can tunnel their way
through the quantum equivalent of a brick wall and, at the same time, seem to
challenge relativity theory by travelling faster than the speed of light.
A few of the means by which the light barrier may be broken will be covered
including waves, particles, and a superluminal Mozart. Simple enough for
almost anyone to follow.
Designing Coils for Magnetic Resonance Imaging:
Target Field Theory and Stream Functions
In magnetic resonance imaging equipment, gradient and shim coils are needed
to produce a spatially varying magnetic field throughout the sample being
imaged. Such coils consist of turns of wire wound on the surface of a
cylindrical tube. Shim coils in particular, must sometimes be designed to
produce complicated magnetic fields to correct for impurities. A method is
presented here for determining the winding patterns to generate these
complicated fields. The method utilises a Target Field Theory and stream
functions.
Machines - Automata - Languages - Algebra?
What are the connections? Some will be outlined in the talk. As well, some
easily recognised properties of semigroups will be discussed that, via the
connections, correspond to useful but maybe not easily recognised properties
of languages.
On Larry's Integral Equation.
This seminar considers analytical and approximate methods of solution of a
singular integrodifferential equation arising from modelling steady fluid
flow over a submerged disturbance.
Analytical methods of solution involve reduction to a differential equation,
while our approximate methods are Galerkin methods using sinc functions and
rational functions.
Unnatural Acts.
A set E on which is defined a scalar multiplication by elements of a
semigroup S is called an S-act. There are plenty of natural examples
of S-acts for arbitrary S - suitable subsets of S, semigroups containing
S, for example - and every set E is acted on by every semigroup of functions
from E to E. This talk, however, deals with two rather special acts over
two very specific semigroups and explores their connections with graphs and
topological spaces.
Extremal patterns of distinct entries in vectors Ax and locating points on
hyperplanes.
Let F be a field and let A be an m x r matrix over F of rank r.
We consider two quantities: \mu(A), the maximum multiplicity of an
element of F as a component of any non-zero vector Ax, and \delta(A),
the minimum number of distinct entries in any non-zero vector Ax. We describe,
in terms of m and r, the sets of possible values of \mu and \delta, and
discuss the possible relations between them. An alternate formulation is:
given an ordered set (a_1, ... , a_m ) of vectors which spans F^r, what
is the maximal number of a_i which occur on any hyperplane, and what is the
minimum number of distinct parallel hyperplanes which contain all the a_i ?
Energy balance in long-term climate modelling
Climate models are very useful tools in determining the effects of
changes in the Earth's systems.
We have all heard of the "greenhouse effect"; this is easily
explained using a simple climate model and we will see that a greenhouse
effect is very important for life on Earth to be sustained.
More elaborate models can be used to explain and, more importantly,
predict the effects that changes in various Earth systems can have
on our climate.
A Spectacular Example of Forensic Science and Mathematics
Over the last three years, losses of about $400,000,000 of cargo and
containerships have occurred due to fire and explosion and in all cases
part of the cargo was calcium hypochlorite (solid pool chlorine). The
events originated in the regions of the holds where this material was
stored and due to its known highly reactive and self heating properties it
became the prime suspect as the cause, much to the consternation of the
manufacturers.
The mathematics of self-ignition of bodies of simple geometry is a well
understood area of nonlinear mathematics and when the basic physicochemical
parameters of the material are known, reliable predictions of the ignition
conditions can be made.
However in this case the physicochemical parameters have turned out to be
badly characterised in a very dangerous way, leading to predictions which
were highly optimistic. In addition, and equally importantly, the effect of
interaction of numerous self-heating bodies occupying the same closed
container and thus producing a cooperative effect had not been recognised
and modelled until the present work.
The material is shipped with as many as 400 40kg kegs per container but the
UN testing protocol only requires testing of the ignition temperature of a
single keg on its own.
Modeling of this interaction effect is playing a crucial role in
investigations covering Tahiti, South and Central America, Europe, USA,
China, Japan and Australia. Publishable results will be reported, both
theoretical and experimental.
A Fresh Look at the Kuratowski 14 Theorem
In his fundamental paper on topology and closure of 1922, Kuratowski
showed that if one starts with an arbitrary subset of a topological
space and successively takes closures and complements, at most 14
different sets result. Moreover, there exist spaces containing sets
from which 14 sets can actually be obtained; a notable example is the
real line. We shall examine questions and results connected with
Kuratowski's Theorem, some from the published literature, others
recently obtained. This is a report of joint work with Marcel Jackson.
If Homer Simpson said ``Brothers and sisters I have none, but this man's father
is my father's son'', who would he be talking about? Forgetting the fact that
Homer would probably never utter such a sentence, on close inspection what Homer
has said can be expressed as an equation: ``the father of this man = the son of
my father''.
We can capture the concepts of equality and equations mathematically, and in doing
so we create a way to reason about sentences such as the one above using basic
computation. Capturing equality also demonstrates links between areas of maths
such as proof theory and fuzzy logic.
If you are interested in what Des Fearnley-Sander has been doing when he hasn't
been talking about the Simpsons (and sometimes when he has) then you should
come to this talk. If you want to see an honours student squirm, then you should
come to this talk and ask questions.
A Homomorphism can be thought of as a map between algebras of the same type
that preserves structure at some level.
But what about different types of algebras?
We define a type of equivalence between algebras called rational equivalence,
and give a concrete example between affine modules and certain quasigroups.
The key to the equivalence is a list of abstract properties including
idempotency.
In our research we attempt to generalise the theory of Hopf algebras
and quantum groups, as used in physics, via the use of the algebraic theory of semigroups.
The following aspects have been finished:
(i) Weak Hopf algebras were introduced as a class of bialgebras that are suitable for characterisation
through the monoids of their group-like elements. Some relationships have been found between a weak
Hopf algebra and the regularity of its monoid of all group-like elements. On the other hand, Green's
equivalences were defined in coalgebras so as to characterize the structures of coalgebras, as in semigroups.
(ii) Some non-invertible solutions of the (quantum) Yang-Baxter equation were constructed from weak Hopf
algebras, particularly from Clifford semigroups. Quantum doubles of Hopf algebras, particularly of groups,
are generalised to quantum quasi-doubles of weak Hopf algebras, particularly of Clifford monoids.
(iii) Quantum quasi-doubles of Clifford monoids were decomposed into a direct sum of some right ideals,
where every right ideal can be decomposed into a supplementary semilattice sum of bicrossed products of
groups. According to this result, we have characterised the semisimplicity of quantum quasi-doubles of
Clifford monoids through that of bicrossed products and quantum doubles of groups.
A difficulty in lecturing in mathematical analysis is that many
interesting results require a knowledge of measure and integration. In this
talk, I will show that this can be overcome in the case of Emile Borel's
famous result about normal numbers: if a number is chosen at random
in [0,1), the probability that it has an ``equal" number of 0s and 1s in
its binary expansion is 1. I will also discuss other aspects of normal
numbers. The approach is based on ideas of Khintchine, F. Riesz and Kac,
a recent extension of them by Goodman (Amer. Math. Month. 2/1999) and also
the ideas in a paper to appear later this year (Amer. Math. Month.) Time
permitting, the extent to which measure theory can be eliminated from other
results in analysis, and how this may lead to new research results, will be
discussed.
Cryptolology: Present and Future Directions
In this seminar an overview of the research and development in
cryptology over the past ten years will be presented. This will include
discussions of suitable cryptographic primitivies as well as
applications of cryptographic systems. At the conclusion of the seminar
a crystal ball gaze into future directions over the next decade of
cryptology will be given.
Linguistic Rationality
Linguistic rationality is what mainly distinguishes humans from other
animals. Linguistic rationality is displayed by people engaged in
dialogue: information is conveyed by individuals to the group and sought
by individuals from the group, using a common language. Linguistic
rationality engages the extraordinary powers of language for dealing with
the world.
We can make communities of computer entities that display linguistic
rationality. In rational discourse these entities learn and forget. They
make mistakes and they change their mind. They display gullibility,
curiosity, surprise, doubt and creativity.
I will outline this very interdisciplinary work, involving linguistics,
computing, neuroscience, algebra and dynamical systems.
New MRI Technology - a Superconducting Nuts and Bolts
Approach.
This talk will give a basic overview of the origins of the
Nuclear Magnetic Resonance (NMR) signal and how current MR Imaging
technology works.
We will discuss the areas of physics, engineering and mathematics
that may contribute to the next generation of MR systems.
Given that commercial technological development in clinical
MRI is less than 20 years old, significant breakthroughs are still
being made and there is lots of work still to do.
Research possibilities in the design of some of the critical
components of an MRI system, particularly superconducting magnets,
gradients and shims, and the radio-frequency probes will be discussed.
New work in the area of superconducting magnet designs with asymmetric
structures will be detailed.
Selfstructuring: a substrate for evolution.
In the study of evolution selfstructuring and selection are themes that are
usually studied separately. We demonstrate that spatial selfstructuring can
profoundly change the outcome of evolutionary processes; for instance,
positive selection for "altruistic" features becomes feasible.
In a spatial model for prebiotic evolution of selfreplicating RNA molecules
both
spiral waves and self-replicating spots can emerge. In such a spatial
hypercycle system, selection no longer exclusively takes place at the level of
individual molecules, but also at the level of the spirals and the spots.
We compare results for different model formalisms, including cellular automata
and partial differential equations. Furthermore, we show that the same
principles apply to e.g. parasitoid-host and predator-prey systems. Such
systems tend to evolve to "the edge of chaos"; the parameter region where the
first turbulent patterns arise.
Selective withdrawal from stratified fluids - two-layer flow.
A summary of research into the problem of withdrawal from a stratified
reservoir will be given. If the stratification is layered, the water comes
from the
layer adjacent to the outlet unless some critical flow rate is exceeded.
Determining
this critical parameter and other details of the flow is important in managing
reservoir water quality (amongst other things). A fairly complete history
of the development of the current state of knowledge will precede a discussion
of recent results. Analytical, experimental and numerical work will be
outlined,
but since I didn't bring any slides with me, the mathematical content will
be low.
Work in the last two or three years leads to a different conclusion to that
which has
been regarded as correct since the work began.
B. H. Neumann has characterised the groups in which every infinite subset
contains two commuting elements. This answered a question of Erdos which
had its motivation in graph theory. We shall consider an analogous problem
for rings: to characterise those rings in which every inifinite subset
contains elements a, b with ab=0. The first part of
the talk will deal
with some connections between group theory and ring theory which justify
the claim that the ring problem referred to is analogous to that
posed by
Erdos.
Pulp and paper manufacturers are recognising the importance of the wood source
in predicting the properties of the pulp and paper product. Recently,
attention
has been focussed on strategies to promote tree growth and genetic tree
breeding to
improve not only the quantity, but also the quality of the wood source.
The South African Pulp and Paper Industry in a collaborative study with
Queensland
Forestry and the CSIRO have collected data to determine whether pulping and
handsheet
(i.e. paper) properties can be predicted directly from the wood properties
and to determine
the optimal wood properties for pulp and paper quality.
In addition to presenting the findings from the statistical evaluation,
this presentation critically examines the design of experiments for this
purpose,
and describes the process of modelling the pulp and paper properties
including the statistical techniques used to analyse the results.
* Have you seen a Southern Bluefin Tuna (SBT) before?
* Do you know SBT more likely to be on the surface during dusk time?
* Do you know that its numbers have substantial declined since fishing began in
the 1950's ?
* Do you know we can use statistical model to predict SBT number in order to
provide the scientific information on which policy decisions can be made?
In this presentation, I will use statistical knowledge to show you how we
can apply a statistical model to the real world and be able to solve
scientific problems. I will describe a statistical model called the generalized
additive model, a generalization of the linear regression model.
The linear regression model is very important for every applied
mathematician. It has a simple structure, its least square theory is very
elegant and it can be easily interpreted. However it assumes linear
responses and for inference purposes it has the requirement that the data
is normally distributed. With the recent explosion in the speed and size of
computers, we can combine the linear model with new methods that assume
less and therefore potentially discover more.
The GAM generalizes the linear regression model in two ways. First, it
replaces the usual linear function with an unspecified smooth function and
the model consists of a sum of such functions. Secondly, it extends the
normal distribution to the exponential family of distributions.
There is a real set of SBT data collected by CSIRO marine research. We will
see how the GAM was applied to the data and how we predict the behavior of
the fish.
The result we discovered is very valuable to ensure recovery of the SBTs
stock and provide a secure future for the fisheries of those nations who
seek to
continue catching SBT.
The infinite-dimensional affine Kac-Moody algebras are encountered in
physics usually in field theory and current algebra.
However, we discovered that the generators of
the dynamical symmetry of the nonrelativistic
hydrogen atom yield automatically a twisted Kac-Moody algebra.
In the lecture I start with the physics background by reviewing
the Runge-Lenz vector. Then I discuss Pauli's derivation of
the energy levels of the Hydrogen atom, and explain how one
usually obtain the groups SO(4), SO(3,1) and E_3 as
the degeneracy groups of the hydrogen atom.
Next I introduce the standard and twisted Kac-Moody algebras,
and explain the concept of untwisting.
Finally I show how the angular momentum generators L_i
and the components of the Runge-Lenz vector A_i
naturally yield a twisted Kac-Moody algebra.
Let H and K be regularly related closed subgroups of a locally
compact group G. We prove an identity involving \lambda-functions
(Radon-Nikodyn derivatives of measures) of the subgroups H, K
and H^{x}\cap K^{y}, for x and y in G.
We say that ``H is comodular with G'' if the modular functions
\Delta_{H} and \Delta_{G} agree on H. The above identity leads
to a result in comodularity of certain subgroups of a given group G.
A result in the field of financial mathematics is the famous
Black-Scholes formula, which provides a technique by which certain
financial market option contracts can be valued.
This talk will begin with a discussion of what an option contract is.
The model for stock price movements upon which the Black-Scholes
model is based will then be investigated. With this stock price model
the Black-Scholes partial differential equation, which any option in
a regulation market must satisfy, can then be derived. The solution
to this equation will be given for the simplest types of options.
Finally a discrete time model for option pricing, known as the
binomial model, will be discussed.
Cellular automata are systems consisting of many identical
finite automata called cells. Each cell has an initial state,
and takes the current state of neighbouring cells as input to determine
its own next state. The states of all cells are updated simultaneously
in discrete time steps.
Such systems are capable of displaying a number of interesting mathematical
and computational properties, and it is a difficult problem to determine how
the local transition rules for each cell determine the global patterns and
properties that emerge.
I will give a brief introduction to the study of cellular automata, discuss
some of the global properties that might emerge, and present some mathematical
tools used in studying the relationship between some of these global
properties
and the local cell transition rules.
Traditionally codes are considered to be subspaces of vector spaces
with the properties of codes being described in terms of linear
algebra. It is possible to replace the vector space by a graph whose
vertices are the vectors and whose edges join the vectors which
differ in precisely one coordinate. This graph is called the Hamming
graph. This talk will present some results of investigations into
the properties of codes in Hamming graphs.
Hamming graphs contain a class of codes called completely transitive
codes, a subclass of completely regular codes. Completely transitive
codes can be further classified into either transitive or nearly
complete codes, depending on the properties of an associated subgroup
of the automorphism group of the graph.
One highly practical application of modern algebra and combinatorics is in
error-correcting codes. In particular, high error correction capacity will be
desirable even at the expense of code size or length in circumstances where
information is being stored for later retrieval (such as on a CD) or when it
is impractical to resend a transmission (such as flyby images from space).
Codes derived from Hadamard matrices have traditionally been used for these
purposes. (A Hadamard matrix is a square matrix of +/- 1 with the property
that the inner product of any two rows is 0.) However it is still not known
whether a Hadamard matrix of every possible size exists.
Cocycles are mappings f : G x G -> C, defined on a finite
group G, with C finite abelian, which satisfy the cocycle equation
f(g, h)f(gh, k) = f(g, hk) f(h, k), g,h,k in G.
Cocycles arise naturally in the topology of surfaces, in quantum dynamics,
in projective representation theory and in combinatorial design theory, as
well as the in the cohomology theory of groups.
I will discuss recent results which use cocycles to generate Hadamard
matrices and generalised Hadamard matrices, and to show that many well-known
good error-correcting codes are in fact defined in terms of cocycles.
Uses for the Knuth-Bendix algorithm
The Knuth-Bendix (KB) algorithm is an algorithm that is normally
applied to an equational presentation of an algebraic structure.
However, it is also possible to use the algorithm as the core of an
equational reasoning system.
We shall describe the basic properties (and problems) of the KB
algorithm, and indicate how the problems can be worked around.
Then we will move on to equational reasoning, and explore the
difficulties in creating a real-time reasoning system using KB. In
particular we will contrast the problems of such a system with the
more standard reasoning systems.
The first quadrature rule that most people meet for the evaluation of a
definite integral of a function f(x) on an interval (a,b)
is the trapezoidal rule, Q_n(f) say.
This rule has a
simple geometric interpretation which is appealing. But one is then shown
that if f'' is contained in C[a,b] the error
|If - Q_n(f)| is O(n^{-2}). This convergence is deemed to be
``too slow'' for practical purposes and one is rapidly led into more exotic
quadrature rules. However, for a long time it has been known that there are
two circumstances under which the trapezoidal rule gives excellent results.
If (a,b) is the entire real line R
then approximating the integral of f(x) over R by
h multiplied by the sum from k=-oo to oo of f(kh) with h
chosen to be 1, say, can prove to be good. This observation has
been fully exploited by Stenger in his work on ``Sinc'' methods (F.
Stenger, ``Numerical methods based on Sinc and Analytic Functions'',
Springer-Verlag, 1993, 561 pp.). Thus, for example, to evaluate
the integral from 0 to 1 of f(x), Stenger writes x=x(u) =1/(1+e^{-u})
and the transformed integral over R of
f(x(u)) x'(u) is
approximated by the trapezoidal rule h times the sum from k=-oo to oo
of f(x(kh)) x'(kh). Under
certain conditions on the analyticity of f in a neighbourhood of (0,1)
it can be shown the quadrature error tends to zero like
O( e^{-a/h}) as h tends toward zero, for some positive constant a.
An exponential rate of convergence is considered impressive.
The second circumstance under which the trapezoidal rule applied to
the integral of f from a to b is good is if f is periodic with period
(b-a). In general f will not be periodic but some degree of
periodicity can be introduced by the use of sigmoidal transformations
applied to the integral. In this talk we shall explore some of the
consequences of this observation and give examples from both quadrature and
the approximate solution of integral equations.
Singular integrals of the form
I_1(x_0) = the integral from -1 to 1 of f(x) \ln | x -x_0 |
often arise in the straightforward application of the boundary element
method to solve Laplace's equation in two dimensions.
The natural logarithm function represents a fundamental solution to Laplace's
equation and the function f(x) could represent a boundary element basis
function and/or the Jacobian of a transformation from some arbitrary line
segment in two dimensions to the interval [-1,1].
The point x_0 is referred to as the singular point of the integral.
Thursday 2 September 1999
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