An optimization-based approach for continuous map generalization: = Optimierung für die kontinuierliche Generalisierung von Landkarten
Saved in:
| Main Author: | |
|---|---|
| Format: | Thesis Book |
| Language: | English |
| Published: |
Würzburg
Würzburg University Press
[2019]
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| Subjects: | |
| Online Access: | Volltext Volltext Inhaltsverzeichnis |
| Physical Description: | xvi, 132 Seiten Illustrationen, Diagramme, Karten |
| ISBN: | 9783958261044 3958261043 |
| DOI: | 10.25972/WUP-978-3-95826-105-1 |
Staff View
MARC
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| 100 | 1 | |a Peng, Dongliang |d 1987- |e Verfasser |0 (DE-588)1188268449 |4 aut | |
| 245 | 1 | 0 | |a An optimization-based approach for continuous map generalization |b = Optimierung für die kontinuierliche Generalisierung von Landkarten |c Dongliang Peng |
| 246 | 1 | 1 | |a Optimierung für die kontinuierliche Generalisierung von Landkarten |
| 264 | 1 | |a Würzburg |b Würzburg University Press |c [2019] | |
| 264 | 4 | |c © 2019 | |
| 300 | |a xvi, 132 Seiten |b Illustrationen, Diagramme, Karten | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 502 | |b Dissertation |c Julius-Maximilians-Universität Würzburg |d 2017 | ||
| 650 | 0 | 7 | |a Landnutzungskartierung |0 (DE-588)4193280-8 |2 gnd |9 rswk-swf |
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| 653 | |a Generierung | ||
| 653 | |a Landkarten | ||
| 653 | |a Online-Karten | ||
| 653 | |a Optimierung | ||
| 653 | |a kontinuierliche Generalisierung | ||
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Record in the Search Index
| _version_ | 1804180104746631168 |
|---|---|
| adam_text | CONTENTS
PREFACE
V
ABSTRACT
IX
ZUSAMMENFASSUNG
XI
1
INTRODUCTION
1
1.1
STATE
OF
THE
ART
..............................................................................................
1
1.1.1
CONTINUOUS
MAP
GENERALIZATION
.........................................................
1
1.1.2
OPTIMIZATION
IN
MAP
GENERALIZATION
...................................................
2
1.1.3
OPTIMIZATION
IN
CONTINUOUS
MAP
GENERALIZATION
...............................
4
1.2
TOOLS
FOR
OPTIMIZATION
....................................................................................
4
1.2.1
THE
A*
ALGORITHM
................................................................................
5
1.2.2
INTEGER
LINEAR
PROGRAMMING
..............................................................
5
1.2.3
DYNAMIC
PROGRAMMING
.....................................................................
5
1.2.4
LEAST-SQUARES
ADJUSTMENT
................................................................
6
1.2.5
MINIMUM
SPANNING
TREE
...................................................................
6
1.3
OVERVIEW
OF
THE
THESIS
.................................................................................
6
2
FINDING
OPTIMAL
SEQUENCES
FOR
AREA
AGGREGATION
*
A*
VS.
INTEGER
LINEAR
PRO
GRAMMING
11
2.1
PRELIMINARIES
...................................................................................
13
2.1.1
MODEL
.................................................................................................
14
2.1.2
NOTATION
..............................................................................................
15
2.1.3 EXPONENTIAL
LOWER
BOUND
.................................................................
16
2.1.4
METHODS
..............................................................................................
16
2.2
COST
FUNCTIONS
..............................................................................................
16
2.2.1
COST
OF
TYPE
CHANGE
..........................
17
2.2.2
COST
OF
COMPACTNESS
.........................................................................
18
2.2.3 COST
OF
LENGTH
...................................................................................
19
2.2.4
COMBINING
COST
FUNCTIONS
.................................................................
20
2.3
NP-HARDNESS
PROOF
.........................................................................................
20
2.4
A
GREEDY
ALGORITHM
......................................................................................
22
2.5
USING
THE
A*
ALGORITHM
...................................................................................
23
2.5.1
ESTIMATING
THE
COST
OF
TYPE
CHANGE
...................................................
24
2.5.2 ESTIMATING
THE
COST
OF
COMPACTNESS
.................................................
25
2.5.3
ESTIMATING
THE
COST
OF
LENGTH
............................................................
27
2.5.4
COMBINING
ESTIMATED
COSTS
..............................................................
27
2.6
INTEGER
LINEAR
PROGRAMMING
.........................................................................
28
2.6.1
VARIABLES
............................................................................................
30
2.6.2
OBJECTIVE
............................................................................................
32
2.6.3
CONSTRAINTS
.........................................................................................
33
2.7 CASE
STUDY
....................................................................................................
37
2.7.1
USING
COSTS
OF
TYPE
CHANGE
AND
COMPACTNESS
..............................
38
2.7.2
USING
COSTS
OF
TYPE
CHANGE
AND
LENGTH
.........................................
42
2.8
CONCLUDING
REMARKS
.......................................................................................
47
3
CONTINUOUSLY
GENERALIZING
ADMINISTRATIVE
BOUNDARIES
BASED
ON
COMPATIBLE
TRIANGULATIONS
51
3.1
METHODOLOGY
....................................................................................................
54
3.1.1
FINDING
CORRESPONDING
POLYLINES
......................................................
55
3.1.2
MORPHING
A
POLYLINE
TO
ITS
CORRESPONDING
POLYLINE
...........................
56
3.1.3
MORPHING
A
POLYLINE
TO
ITS
GENERATED
CORRESPONDING
POLYLINE
....
59
3.1.4
RUNNING
TIME
....................................................................................
60
3.2
CASE
STUDY
....................................................................................................
62
3.3
CONCLUDING
REMARKS
.......................................................................................
65
4
CONTINUOUSLY
GENERALIZING
BUILDINGS
TO
BUILT-UP
AREAS
BY
AGGREGATING
AND
GROWING
67
4.1
METHODOLOGY
....................................................................................................
69
4.1.1
GROWING
BUILDINGS
BY
BUFFERING
.........................................................
69
4.1.2
SIMPLIFYING
GROWN
BUILDINGS
BASED
ON
DILATING
AND
ERODING
...........
71
4.1.3
ITERATIVELY
AGGREGATING
CLOSE
BUILDINGS
BY
ADDING
BRIDGES
.............
73
4.1.4
SIMPLIFYING
BUILDINGS
USING
THE
IMAI
*
IRI
ALGORITHM
...........................
75
4.1.5
GENERATING
BUILDINGS
ON
INTERMEDIATE-SCALE
MAPS
.............................
76
4.1.6
ELIMINATING
SMALL
BUILDINGS
AND
SMALL
HOLES
.....................................
76
4.1.7
RUNNING
TIME
....................................................................................
77
4.2 CASE
STUDY
....................................................................................................
79
4.3
CONCLUDING
REMARKS
.......................................................................................
83
5
MORPHING
POLYLINES
BASED
ON
LEAST-SQUARES
ADJUSTMENT
85
5.1
RELATED
WORK
.................................................................................................
86
5.2
METHODOLOGY
....................................................................................................
88
5.2.1
PRELIMINARIES
......................................................................................
88
5.2.2 SOFT
CONSTRAINTS
.................................................................................
88
5.2.3
HARD
CONSTRAINTS
.................................................................................
91
5.2.4
WEIGHTS
...............................................................................................
91
5.2.5
ESTIMATES
............................................................................................
92
5.2.6
ITERATIVE
PROCESS
.................................................................................
92
5.3
CASE
STUDY
....................................................................................................
92
5.3.1
CASE
STUDY
ON
ARTIFICIAL
DATA
................................................................
93
5.3.2 CASE
STUDY
ON
REAL-WORLD
DATA
..........................................................
95
5.4
CONCLUDING
REMARKS
......................................................................................
95
6
CHOOSING
THE
RIGHT
DATA
STRUCTURES
FOR SOLVING
SPATIAL
PROBLEMS
97
6.1
ALGORITHMS
......................................................................................................
99
6.1.1
THE
SWEEP-LINE
ALGORITHM
.................................................................
99
6.1.2
THE
DELAUNAY-TRIANGULATION-BASED
ALGORITHM
......................................
100
6.1.3
THE
GRID-BASED
ALGORITHM
....................................................................
101
6.2
CASE
STUDY
......................................................................................................
102
6.2.1
CASE
STUDY
ON
RANDOM
DATA
..............................................................
103
6.2.2
CASE
STUDY
ON
REAL-WORLD
DATA
............................................................
106
6.3
CONCLUDING
REMARKS
.........................................................................................
107
7
CONCLUSIONS
AND
OPEN
PROBLEMS
111
7.1
CONCLUSIONS
......................................................................................................
111
7.2
OPEN
PROBLEMS
.................................................................................................
112
BIBLIOGRAPHY
115
ACKNOWLEDGMENTS
131
CURRICULUM
VITAE
133
|
| any_adam_object | 1 |
| author | Peng, Dongliang 1987- |
| author_GND | (DE-588)1188268449 |
| author_facet | Peng, Dongliang 1987- |
| author_role | aut |
| author_sort | Peng, Dongliang 1987- |
| author_variant | d p dp |
| building | Verbundindex |
| bvnumber | BV045923954 |
| classification_rvk | RB 10239 SK 890 ST 134 |
| collection | ebook |
| ctrlnum | (OCoLC)1104914799 (DE-599)DNB1187852155 |
| discipline | Informatik Mathematik Geographie |
| doi_str_mv | 10.25972/WUP-978-3-95826-105-1 |
| format | Thesis Book |
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| id | DE-604.BV045923954 |
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| indexdate | 2024-07-10T08:30:28Z |
| institution | BVB |
| institution_GND | (DE-588)1068107367 |
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| language | English |
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| physical | xvi, 132 Seiten Illustrationen, Diagramme, Karten |
| psigel | ebook |
| publishDate | 2019 |
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| publishDateSort | 2019 |
| publisher | Würzburg University Press |
| record_format | marc |
| spelling | Peng, Dongliang 1987- Verfasser (DE-588)1188268449 aut An optimization-based approach for continuous map generalization = Optimierung für die kontinuierliche Generalisierung von Landkarten Dongliang Peng Optimierung für die kontinuierliche Generalisierung von Landkarten Würzburg Würzburg University Press [2019] © 2019 xvi, 132 Seiten Illustrationen, Diagramme, Karten txt rdacontent n rdamedia nc rdacarrier Dissertation Julius-Maximilians-Universität Würzburg 2017 Landnutzungskartierung (DE-588)4193280-8 gnd rswk-swf Generalisierung Kartografie (DE-588)4447472-6 gnd rswk-swf Optimierung (DE-588)4043664-0 gnd rswk-swf Generierung Landkarten Online-Karten Optimierung kontinuierliche Generalisierung (DE-588)4113937-9 Hochschulschrift gnd-content Generalisierung Kartografie (DE-588)4447472-6 s Landnutzungskartierung (DE-588)4193280-8 s Optimierung (DE-588)4043664-0 s DE-604 Würzburg University Press (DE-588)1068107367 pbl Erscheint auch als Online-Ausgabe, PDF 10.25972/WUP-978-3-95826-105-1 978-3-95826-105-1 Erscheint auch als Online-Ausgabe urn:nbn:de:bvb:20-opus-174427 https://doi.org/10.25972/WUP-978-3-95826-105-1 Resolving-System kostenfrei Volltext https://nbn-resolving.org/urn:nbn:de:bvb:20-opus-174427 Resolving-System kostenfrei Volltext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=031306396&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Peng, Dongliang 1987- An optimization-based approach for continuous map generalization = Optimierung für die kontinuierliche Generalisierung von Landkarten Landnutzungskartierung (DE-588)4193280-8 gnd Generalisierung Kartografie (DE-588)4447472-6 gnd Optimierung (DE-588)4043664-0 gnd |
| subject_GND | (DE-588)4193280-8 (DE-588)4447472-6 (DE-588)4043664-0 (DE-588)4113937-9 |
| title | An optimization-based approach for continuous map generalization = Optimierung für die kontinuierliche Generalisierung von Landkarten |
| title_alt | Optimierung für die kontinuierliche Generalisierung von Landkarten |
| title_auth | An optimization-based approach for continuous map generalization = Optimierung für die kontinuierliche Generalisierung von Landkarten |
| title_exact_search | An optimization-based approach for continuous map generalization = Optimierung für die kontinuierliche Generalisierung von Landkarten |
| title_full | An optimization-based approach for continuous map generalization = Optimierung für die kontinuierliche Generalisierung von Landkarten Dongliang Peng |
| title_fullStr | An optimization-based approach for continuous map generalization = Optimierung für die kontinuierliche Generalisierung von Landkarten Dongliang Peng |
| title_full_unstemmed | An optimization-based approach for continuous map generalization = Optimierung für die kontinuierliche Generalisierung von Landkarten Dongliang Peng |
| title_short | An optimization-based approach for continuous map generalization |
| title_sort | an optimization based approach for continuous map generalization optimierung fur die kontinuierliche generalisierung von landkarten |
| title_sub | = Optimierung für die kontinuierliche Generalisierung von Landkarten |
| topic | Landnutzungskartierung (DE-588)4193280-8 gnd Generalisierung Kartografie (DE-588)4447472-6 gnd Optimierung (DE-588)4043664-0 gnd |
| topic_facet | Landnutzungskartierung Generalisierung Kartografie Optimierung Hochschulschrift |
| url | https://doi.org/10.25972/WUP-978-3-95826-105-1 https://nbn-resolving.org/urn:nbn:de:bvb:20-opus-174427 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=031306396&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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