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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Improving Network Configurations by the Analysis of Bipartite Geometric Network Structures in the Euclidean Vector Spaces R2 and R3</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Torsten Miertsch</string-name>
          <email>t.miertsch@gsi.de</email>
          <email>tmiertsch@web.de</email>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>GSI Helmholtz Centre for Heavy Ion Research</institution>
          ,
          <addr-line>Darmstadt</addr-line>
          ,
          <country country="DE">Germany</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>University of Applied Sciences Darmstadt</institution>
          ,
          <country country="DE">Germany</country>
        </aff>
      </contrib-group>
      <fpage>143</fpage>
      <lpage>154</lpage>
      <abstract>
        <p>This paper summarizes the analyses of specific bipartite geometric structures regarding the improvement of network and measurement configurations in the R2 and R3. The purposes are enhancements of methods to increase and to optimize the geometric stability and statistical reliability of bipartite geometric networks. Bipartite geometric structures - here the bipartite frameworks in the Rn and bipartite directional networks in the R2 - show an outstanding characteristic concerning the quadrics: Quadrics function as critical location for these geometric structures. The question comes up if there is also a negative effect or deteriorating influence regarding combined bipartite geometric structures especially in the R2 and R3 caused by the quadrics. Synchrotrons like the SIS18 at the GSI and the future SIS100 for FAIR offer the possibility to research specific configurations related to the quadrics and other geometric properties. Bipartite distantial networks in the R3 - e.g. used for calibration of measuring machines - presumably show characteristics that the target points are insufficiently controlled together depending on the amount of the stations. This can cause negative effects on the geometric stability and statistical reliability. The question arises, which range such a geometric instability can reach and which configuration of stations increases the geometric stability. As a main method to analyze the described problems the homogeneous Plücker-Grassmann-coordinates for simulated and measured networks will be used. They are related to latent restrictions derived from the Jacobian matrix of partial derivatives. Further they are related to the partial redundancies, elements of the variance-covariance-matrix of the residuals.</p>
      </abstract>
      <kwd-group>
        <kwd>Bipartite geometric structures</kwd>
        <kwd>bipartite distantial and directional networks</kwd>
        <kwd>laser tracker networks</kwd>
        <kwd>quadrics</kwd>
        <kwd>critical locations</kwd>
        <kwd>latent restrictions</kwd>
        <kwd>geometry of particle accelerators</kwd>
        <kwd>optimization</kwd>
        <kwd>ideal figures</kwd>
        <kwd>network adjustment</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>Introduction</title>
      <p>The progressive influence of tasks and principles from mechanical engineering in the
fields of geodesy and industrial measurements leads to a rethinking concerning
evolved structures in the classical geodesy and therefore geometry. This influence of
mechanical engineering can be shown by the use of high precise measuring
instruments like the laser tracker with accuracies of some micrometers. Laser trackers
enable the possibility to determine objects and structures in three-dimensional space.
These objects, which can have a dimension of some decimeters up to some kilometers
long particle accelerators, are determined by using small, medium and large network
structures, whereupon now non-triangular geometric structures have been employed.
These non-triangular structures uniquely correspond to the bipartite graphs known
from graph theory. Due to this their naming will be modified to “bipartite geometric
structures/networks” respectively “bipartite geodetic networks”.</p>
      <p>The main characteristic regarding this bipartite geometric structure is the existing
of two disjoint point groups A and B, where the vertices of group A are only
connected with the vertices of group B. The group A can be considered as the stations of the
instruments. The group B consists of the target points, observed by the instrument. To
comprehend the structure of bipartite networks in comparison to the well-known
triangular networks a contrasting juxtaposition of both types is shown in the following
figure.
A1</p>
      <p>A2</p>
      <p>B1</p>
      <p>B2</p>
      <p>B3
A complete bipartite network with 6 points
(vertices) and 9 edges (e.g. distances). This
special form with distances as edges
describes the minimal distantial figure in the
R2. The minimal closed path/closed
polygon in the structure is a tetragon (dashed
lines).</p>
      <p>P2
P4</p>
      <p>P3</p>
      <p>GSI Helmholtz Centre for Heavy Ion Research in Darmstadt, Germany, operates a
unique large-scale accelerator for heavy ions. GSI maintains several particle
accelerators. Presently, a large future project, the Facility for Antiproton and Ion Research
(FAIR), is under construction which is intended to provide particle beams with a high
intensity and quality. Many accelerators have a simple geometric size, like straight
lines – the linacs – or circular respectively elliptic machines – the synchrotrons. The
accuracy to align such complete coherent machines upon their construction often
requires tolerance ranges of less than 0.1 millimeters. Therefore laser trackers and
bipartite geodetic networks, with their nonreciprocal observations and with their
specific geometric properties, come into play. Thereby, recent on-site work revealed that
this methodology leads to unexpected effects regarding the adjustment and statistical
analyses, which seem to influence and even interfere with the geometric stability and
reliability of the measurements obtained.
1.1</p>
      <sec id="sec-1-1">
        <title>Problem description</title>
        <p>The bipartitedness of geometric networks, further the possible influences of their
network substructures and the negative role of the quadrics was recognized by a test
measurement in the former work for a provider for industrial measurements. During
this test measurement with an instrument for calibrations of precise measuring
machines – the LaserTRACER from the company ETALON AG – a major difficulty
with the adjustment occurred. All distance residuals were exact 0.0000 mm, but the
confidence region of all unknowns, the coordinates, had values of several centimeters!
The network itself, which had no triangle in its structure, was built from distances and
directions in such a specific manner, that a non-congruent and non-similar distortion
occurred. Further investigations showed that this structure in an abstract sense was
equivalent to the bipartite graphs from the graph theory. An investigation into the
separation as a single distantial and a single directional network showed that the
distantial structure was under-determined, but the directional structure over-determined.
The variance-covariance-component-estimation where the a-priori standard deviations
for the distances were set with a value by 0.5 micrometer – from manufacturer’s data
– and for the directions with several degrees – because the directions were measured
to obtain approximated values and should have no influence in the adjustment – led to
this described distortion. Thus, the over-determined directional network was forced
into the under-determined distantial network, where its distances were restricted by
the high accuracy of the observations and which itself was highly flexible. This
phenomenon, developed from an erroneous and unknown consideration of this type of
network geometry and its influence to the adjustment, was the trigger to analyze and
research bipartite geodetic networks respectively bipartite geometric structures.
1.2</p>
      </sec>
    </sec>
    <sec id="sec-2">
      <title>Relevance for bipartite geodetic networks in the R3</title>
      <p>Many bipartite geodetic networks show exactly this phenomenon that after a
separation in single distantial and directional structures these substructures are not balanced
regarding its rigidity. In their combination as a complete and combined network the
rigidity is given. But how this network is biased by the geometry of the bipartite
substructures, influenced by a-priori standard deviations, influenced further by additional
unknowns – the unknowns of orientation occurring at directional structures – and
biased by spatial approaches – from R3 nearly to R2 – is an open question and one
main part of this dissertation. The particle accelerator at the GSI Helmholtz Centre
provides the frame to build such bipartite networks as paradigm like similar network
structures which were established at other particle accelerators in the world and for
the network determination in the field of industrial measurements.</p>
    </sec>
    <sec id="sec-3">
      <title>Background and State of the Art</title>
      <p>The given research outlined here combines knowledge from the fields of geodetics,
geometry, algebra and graph theory.
2.1</p>
    </sec>
    <sec id="sec-4">
      <title>Bipartite frameworks and bipartite directional networks in the R2</title>
      <p>
        One part of bipartite geometric structures is analyzed and known under the name of
bipartite frameworks. The functional relation between the vertices is the existence of a
distance or length, which can be considered as a rod, bar, strut or a measured length.
The measured length can be observed electro-optical, per laser, interferometric and
via sound techniques. Important criteria for these distantial structures were the
assumption of complete bipartitedness and the analysis for critical locations and
degenerations. Bipartite frameworks degenerate when all points, which belong to the object,
are located on a quadric
        <xref ref-type="bibr" rid="ref2">(Bolker und Roth 1980)</xref>
        . In the 19th century in the fields of
statics the degeneration of such bipartite frameworks in the R2 was observed. Their
relation to the conics was assumed but not directly proven (Wunderlich 1977a). Due
to the development of electro-optical distance measuring instruments in the 60s/70s of
the 20th century bipartite distantial structures were investigated for the R2 and R3.
Here the minimal figures, the complete bipartite structures K3,3 and K4,6 were
analyzed geometrically, especially for the quadric problematic (Wunderlich 1977a,
1977b; Rinner et al. 1969). In the 70s of the 20th century geometric structures
corresponding to the bipartite frameworks were analyzed in the field of satellite geodetics,
where the ground stations and the satellites function as the two disjoint point groups
        <xref ref-type="bibr" rid="ref1 ref5">(Blaha 1971; Tsimis 1973; Grafarend und Sanso 1985)</xref>
        . The rigidity of bipartite
frameworks especially in the statics and for tensegrity frameworks in the Rn was
investigated from the 80s of the 20th century. Here one important issue was the
mathematical proof, that bipartite distantial structures degenerate when all vertices are
located on a quadric
        <xref ref-type="bibr" rid="ref2 ref3">(Bolker und Roth 1980; Whiteley 1984; Connelly und Gortler
2015)</xref>
        .
      </p>
      <p>
        A second part of bipartite geometric structures, the bipartite directional networks in
the R2, were analyzed early in the 18th and 19th century. It is known as the
8-PointProblem of Lambert and Clausen. These objects were rediscovered in the late 20th
century. The main points of analyzing were the critical curves, where such structures
degenerate. These curves are the quadrics too but also the circular cubic curves. The
most well-known examples of such cubics are the conchoids of de Sluze, with
Maclaurins trisectrix and the cissoid of Diocles as examples
        <xref ref-type="bibr" rid="ref10">(Wunderlich 1976, 1978)</xref>
        .
B1
A2
      </p>
      <p>A1
B1
B3
B2</p>
      <p>A3
A2</p>
      <p>A bipartite distantial
framework in the R2
critically located on an
ellipse</p>
      <p>A3
B2</p>
      <p>B3</p>
      <p>B4</p>
      <p>B5</p>
      <p>A1
A bipartite directional network
in the R2 critically located on
two straight lines</p>
      <sec id="sec-4-1">
        <title>The alternative solutions for the minimal bipartite frameworks K3,3</title>
        <p>in the R2
Triangles with given side lengths can be constructed and embedded into the R2 in two
ways, first regarding their correct respectively real location and second with its mirror
image. The reason for these two possibilities results from the missing information of
orientation for the triangle.</p>
        <p>But the minimal bipartite framework K3,3 in the R2 with given side lengths can
offer 8 possible independent geometric figures and additional their 8 mirror images,
altogether 16 figures. Presumably for the minimal bipartite frameworks in the Rn for
n ≥ 3 there exist also a great number of such alternative solutions, but the exact
number and real examples with given side lengths are an open question. For the minimal
bipartite frameworks in the R2 the first assumption was given by Wunderlich. Walter
and Husty made a deeper investigation and confirmed Wunderlich’s assumption of 8
possible alternative figures and gave some real examples (Wunderlich 1977a, 1977b;
Walter and Husty 2007).
2.3</p>
      </sec>
      <sec id="sec-4-2">
        <title>Graph theory and topology</title>
        <p>
          Geodetic networks can be abstractly interpreted as graphs, whereupon the classical
triangular net structures show relations to the complete graphs. Bipartite graphs itself
play an important role to establish special forms of networks used in informatics
(Petri nets), in mechanical engineering, in logistics and for processes in the economy
          <xref ref-type="bibr" rid="ref4">(Diestel 2012)</xref>
          . Special topological issues are embedding bipartite graphs on surfaces
like spheres, n-tori and projective planes (Mohar und Thomassen 2001).
        </p>
        <p>
          Graph structures are often related to polytopes, surfaces, n-manifolds
          <xref ref-type="bibr" rid="ref11">(Ziegler
1994)</xref>
          . Polytopes itself can topologically be classified through the decomposition into
combinatorial surfaces to get invariants like the Euler characteristic, homology groups
and to see the homeomorphism to orientable and non-orientable compact 2-manifolds
without any boundary (Stöcker und Zieschang 1994; Kinsey 1997;
          <xref ref-type="bibr" rid="ref8">Kühnel 2008</xref>
          ).
3
        </p>
      </sec>
    </sec>
    <sec id="sec-5">
      <title>Aim of work and contributions</title>
      <p>One main part is the geometric and statistical analysis of specific bipartite geodetic
networks in general and which are designed, measured, adjusted and optimized in the
surroundings of particle accelerators at the GSI Helmholtz Centre. The main types are
the combined structures and pure distantial networks. A further task which is related
to the network design is the research on regular, ideal and optimal configurations and
on alternative solutions regarding bipartite distantial figures. Another very important
point is the analysis and the classification of bipartite directional structures, which are
geodetically relevant in the R2 and R3. The analysis of geometric properties (minimal
resp. basic figures, degenerations, optimal figures) is here also an integral part.</p>
      <p>The circumstance that bipartite structures can represent static unique objects leads
to the question. Does there exist a superior structure analogue to the n-simplices for
distantial and directional bipartite geometries? Such a generalization and the
development of other forms (e.g. non-complete or partial bipartite objects) will be
transferred into the mathematical frame. One further task shall be the disclosure of
possible relations between triangular structures (n-simplices) and bipartite structures, the
possible bipartite equivalents. A first topological approach is the investigation and
definition of polygonal manifolds respectively combinatorial surfaces with their
embedding into orientable and non-orientable compact 2-manifolds.</p>
      <p>
        In the course of the research several findings are expected:
1. Geometrical issues in general
• The analysis and classification of bipartite directional structures (minimal and
basic figures, possible degenerations, regularities in the Rn for
n ≥ 2) → and the comparison to triangular directional structures
• The analysis and classification of combined bipartite geometric structures →
distantial and directional type in the R2 and R3 with an outlook to the Rn for n ≥ 4
• The investigation and deeper analysis of ideal, optimal and regular figures and
concomitant curves for bipartite distantial structures especially for figures in the R2
and further R3 and R4
• The investigation of rigid partial bipartite structures of the distantial type
• The development of a consistent nomenclature for bipartite geometric structures of
all types and elements connected with the bipartite structures
2. Issues regarding the optimization and network adjustment
• The extension of design models for geodetic networks
• The deeper analysis of the inner geometry of over-determined bipartite geometric
structures with the help of latent restrictions, the associated normal form of a
matrix and Plücker coordinates, which are related to the partial redundancies of the
variance-covariance-matrix of the deviations. The normal form of a matrix
correlates to the Grassmannian of a differentiable manifold, which consists the
homogeneous Plücker-Grassmann-coordinates
        <xref ref-type="bibr" rid="ref7">(Jurisch and Kampmann 1999, 2002)</xref>
        • The deeper analysis of the interdependence between the stations and target points
at over-determined bipartite distantial networks and its significant effect on the
geometric stability and statistical reliability
• The continuation of analysis and the extension of further alternative solutions for
bipartite frameworks in the R2 in general and especially for the over-determined
case. This also leads to different pseudoinverse matrices and partial redundancies
for one set of given distances and therefore to an extension of considerations for
the network adjustments in general
3. Topological issues
• The topological classification of complete bipartite geometric figures by their
decomposition into combinatorial surfaces and their embedding into compact
orientable and non-orientable 2-manifolds without any boundary
4
      </p>
    </sec>
    <sec id="sec-6">
      <title>Methodology</title>
      <p>The GSI Helmholtz Centre with its existing particle accelerator and the planned
machine for FAIR provides the possibility to measure and to analyze bipartite geodetic
networks in a manifold way. Networks built from distances, directions and their
combinations and spatial approaches (from R3 nearly to R2) are objects of inquiry. The
analysis of possible effects caused by the quadrics and the substructures on the
adjustment of actual measured bipartite geodetic networks especially in the R3 will be
the main part of this dissertation. The results of the examination of actual measured
and adjusted bipartite geodetic networks provide the basis of theoretical examination
and optimization in general and concerning similar parts for FAIR like the SIS100
and other complex areas.</p>
      <p>The geometry of the machines itself (circular, linear, elliptic forms) and the
evaluation of networks with different instruments (mainly the laser tracker and further the
theodolite and tachymeter) also provides the frame to examine and investigate regular
and special situations how such a network can be built. The distinctiveness of the
machines (synchrotrons, linacs, storage rings and so on) is mirrored directly in the
geometry and the adjustment of bipartite geodetic networks. The adjustment of
bipartite geodetic networks with all of their characteristics, its distinctiveness, the influence
of the quadrics and the statistical analysis will be an essential part of the entire
dissertation. Networks which are built to determine large facilities provide the basis as
object of investigation.</p>
      <p>The methodology can be categorized with the following tasks:
• Measurement and analysis concerning the influence of the quadrics and the
substructures of simulated and real measured combined networks in the surroundings
of the existing particle accelerator at the GSI (e.g. the SIS18), for the future
machine FAIR (e.g. the SIS100) and with experimental networks in general;
preferentially measured with the laser tracker
• Evaluation and analysis of measured and simulated distantial networks (bipartite
frameworks) to improve conditions regarding geometric stability
• Analysis of simulated combined networks in the whole Rn to show geometric
properties
• Analysis of bipartite directional networks in the Rn for n ≥ 3, their classification,
the depiction of their geometric resistance comparing the quadrics
• The development of a logic taxonomy and therefore a consistent nomenclature for
bipartite geometric structures of any known type
• The search for ideal figures of bipartite distantial structures and the comparison to
ideal triangular figures</p>
      <p>The findings of the analyses regarding latent restrictions will be implemented in
the network design and optimization issues. This also comprises the analyses on
possible ideal configurations and results from the variance-covariance-component
estimation at combined geodetic networks. And further the research on the consolidation
of the reciprocal control of the target points via the stations will help to ensure the
geometric stability and statistical reliability.</p>
      <p>These described results shall also help to understand and comprehend the difficult
nature of bipartite geometric structures in comparison to their well-known and
wellanalyzed triangular counterparts.
5</p>
    </sec>
    <sec id="sec-7">
      <title>State of investigations and next steps</title>
      <p>Several preliminary studies regarding bipartite geometric structures were carried out.
This comprised detailed analyses of small bipartite distantial structures in the whole
Rn and the discovery of rigid partial bipartite frameworks in the R3. A first approach
regarding the research on ideal figures was done with bipartite frameworks in the R2
– especially analyzing the minimal figure K3,3 – and with bipartite frameworks in the
R3 and R4. A future work regarding bipartite frameworks will be an extended
investigation on the alternative solutions for the minimal figure K3,3 in the R2, taking in
account further the over-determined case and the attempt to find alternative solutions in
the R3.</p>
      <p>Bipartite directional networks were analyzed especially in the R2 and R3 but also
in the R4 and higher dimensions. Regarding this an important characteristic can be
stated:</p>
      <p>Hypothesis 1: Bipartite directional networks in the Rn for n ≥ 3 show a geometric
resistance comparing to the quadrics. They don’t degenerate, when all network points
are located on the corresponding quadrics in the Rn.</p>
      <p>Further analyses were concerned with simple, small and regular combined bipartite
networks in the R2. First analyses concerning the location on conics were also done
with these geometric figures. As a next step these investigations will be extended on
larger complete and partial bipartite structures in the R2 and R3. Therefore the conics
– especially the circle and the straight lines – are the specific objects of investigation.</p>
      <p>To facilitate the handling with naming a nomenclature for bipartite geometric
structures was developed and will be developed further, for any known type of
structure and for specific figures and characteristics.</p>
      <p>Future works will concentrate on the simulation and evaluation of experimental
networks, which later will be measured with the laser tracker at the GSI. Other
important campaigns will be the measurement, adjustment and analysis of networks
concerning synchrotrons like the SIS18 at the GSI. Here its specific circular shape
and the spatial approach from R3 to R2 come into play. Considerations to analyze
network measurements of large machines from other institutes in the world are also
conceivable.</p>
      <p>To analyze the geometric stability of over-determined bipartite frameworks in the
R3 the next steps are the simulation and geometric analysis of such networks. Later
the theoretical examination will be substantiated with distantial networks measured
with laser trackers or the LaserTRACER.
6</p>
    </sec>
    <sec id="sec-8">
      <title>Research Background</title>
      <p>Working in the fields of automotive and aircraft industries, the engineering itself and
especially in the field of particle accelerators I came in contact with small and large
bipartite geodetic networks, their measurements, design and evaluation. The main
tools were instruments like different types of laser trackers, the LaserTRACER
– where the bipartite geometry was first recognized – and classical instruments like
the theodolite and tachymeter which were embedded in bipartite network
considerations.</p>
      <p>At the GSI Helmholtz Centre I am responsible, among other things, for planning,
operating and evaluating of different measurement campaigns for the machine areas
and also for the geometric determination of normal and superconducting magnets. All
these measurements – for small and large facilities – show as a network frame exactly
such bipartite structures.</p>
      <p>In the year 2014 I enrolled at the Graduate School at the Darmstadt University of
Applied Sciences to prepare my doctorate. My first supervisor in Darmstadt at this
time was Professor Dr Torsten-Karl Strempel from the faculty of mathematics and
natural sciences, who advised me especially in the fields of geometry, topology and
combinatorial geometry. Since August 2018 I am supervised by Professor Dr Klaus
Habermehl, who advises me in the fields of geodesy and surveying.</p>
      <p>Miertsch, Torsten (2016): Die Netzgeometrie bei Messinstrumenten ohne gegenseitige
Beobachtung. Geodätisches Kolloquium der FH Anhalt in Dessau vom 07.07.2016 ,
http://igv.afg.hsanhalt.de/fileadmin/Dateien/Dokumente/Informationen/20160707_Bipartite_Geodaetische_Netze
_FH_Dessau_Torsten_Miertsch.pdf
Mohar, Bojan; Thomassen, Carsten (2001): Graphs on Surfaces. 1. Aufl. 1 Band. Baltimore,
Maryland: The Johns Hopkins University Press.</p>
      <p>Rinner, Karl; Killian, Karl; Meissl, Peter (Hg.) (1969): Beiträge zur Theorie der geodätischen
Netze im Raum. Reihe A: Höhere Geodäsie (Nr. 61). München: Deutsche Geodätische
Kommission bei der Bayerischen Akademie der Wissenschaften.</p>
      <p>Stöcker, R.; Zieschang, H. (1994): Algebraische Topologie. 2. überarbeitete und erweiterte
Auflage. 1 Band. Stuttgart: B.G. Teubner.</p>
      <p>Tsimis, Emmanuel (1973): Critical Configurations (Determinantal Loci) for Range and Range
Difference Satellite Networks. Ohio State University. Columbus, Ohio (Report No. 191
(NASA-CR-136943)).</p>
      <p>Walter, D.; Husty, M. L. (2007): On A Nine-Bar Linkage, Its Possible Configurations And
Conditions For Paradoxical Mobility. University of Innsbruck, Austria. Institute for Basic
Sciences in Engineering, Unit Geometry and CAD.
Whiteley, Walther John (1984): Infinitesimal Motions of a Bipartite Framework. In: Pacific
Journal of Mathematics Vol. 110 (No. 1), S. 233–255.</p>
      <p>Wunderlich, W. (1976): Über die gefährlichen Örter bei zwei Achtpunktproblemen und einem
Fünfpunktproblem . In: Österreichische Zeitschrift für Vermessungswesen und
Photogrammetrie Vol. 64 (3-4), S. 119–128.</p>
      <p>Wunderlich, W. (1977a): Gefährliche Annahmen der Trilateration und bewegliche Fachwerke.
I. In: ZAMM Zeitschrift für angewandte Mathematik und Mechanik Vol. 57 (6), S. 297–304.
Wunderlich, W. (1977b): Gefährliche Annahmen der Trilateration und bewegliche Fachwerke.
II. In: ZAMM Zeitschrift für angewandte Mathematik und Mechanik 57 (7), S. 363–367.</p>
    </sec>
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