Multicriteria decision analysis in geographic information science:
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York [u.a.]
Springer
2015
|
| Schriftenreihe: | Advances in geographic information science
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Literaturangaben |
| Beschreibung: | XV, 331 Seiten Illustrationen, graphische Darstellungen 24 cm |
| ISBN: | 9783540747567 9783540747574 9783662501528 |
Internformat
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| 245 | 1 | 0 | |a Multicriteria decision analysis in geographic information science |c Jacek Malczewski ; Claus Rinner |
| 264 | 1 | |a New York [u.a.] |b Springer |c 2015 | |
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Datensatz im Suchindex
| _version_ | 1804153239922278400 |
|---|---|
| adam_text | CONTENTS
PART I PRELIMINARIES
1 GISCIENCE, SPATIAL ANALYSIS, AND DECISION SUPPORT 3
1.1 INTRODUCTION 3
1.2 SPATIAL ANALYSIS 4
1.2.1 DESCRIPTIVE AND NORMATIVE MODELS 5
1.2.2 PRESCRIPTIVE AND CONSTRUCTIVE MODELS 6
1.3 SPATIAL DECISION SUPPORT 8
1.3.1 SPATIAL DECISION SUPPORT SYSTEMS 8
1.3.2 MULTICRITERIA SPATIAL DECISION SUPPORT SYSTEMS 9 *
1.3.3 SYNERGY BETWEEN GIS AND MCDA 10
1.4 SPATIAL MCDA 12
1.4.1 CONVENTIONAL MCDA 12
1.4.2 SPATIALLY EXPLICIT MCDA 13
1.4.3 SPATIAL MULTIOBJECTIVE OPTIMIZATION 14
1.5 CONCLUSION 15
REFERENCES 16
2 INTRODUCTION TO GIS-MCDA 23
2.1 INTRODUCTION 23
2.2 ELEMENTS OF MCDA 23
2.2.1 DECISION MAKERS 23
2.2.2 CRITERIA 25
2.2.3 DECISION ALTERNATIVES 27
2.2.4 DECISION MATRIX 30
2.3 BASIC CONCEPTS 31
2.3.1 VALUE SCALING 31
2.3.2 CRITERION WEIGHTING 36
2.3.3 COMBINATION RULES 44
2.4 CONCLUSION 49
REFERENCES 50
XI
HTTP://D-NB.INFO/989845761
XII CONTENTS
3 DEVELOPMENT OF GIS-MCDA 55
3.1 INTRODUCTION 55
3.2 HISTORICAL BACKGROUND 56
3.2.1 THE ORIGINS OF GIS-MCDA 56
3.2.2 DEVELOPMENT OF GIS-MCDA 57
3.3 RECENT PROGRESS - 60
3.3.1 TAXONOMY OF GIS-MCDA 61
3.3.2 GIS COMPONENTS OF GIS-MCDA 61
3.3.3 MCDA COMPONENTS OF GIS-MCDA 63
3.3.4 INTEGRATION OF GIS AND MCDA 66
3.3.5 APPLICATION DOMAINS 66
3.4 CONCLUSION 68
REFERENCES 68
PART II GIS-MCDA: METHODS
4 MULTIATTRIBUTE DECISION ANALYSIS METHODS 81
4.1 INTRODUCTION 81
4.2 WEIGHTED LINEAR COMBINATION 81
4.2.1 PROXIMITY-ADJUSTED WLC 83
4.2.2 LOCAL WLC 84
4.2.3 WLC AND ORDERED WEIGHTED AVERAGING 85
4.3 ANALYTIC HIERARCHY/NETWORK PROCESS 90
4.3.1 ANALYTIC HIERARCHY PROCESS 90
4.3.2 ANALYTIC NETWORK PROCESS 93
4.4 IDEAL POINT METHODS 99
4.4.1 REFERENCE POINTS AND SEPARATION MEASURES 100
4.4.2 IDEAL POINT MODELS 102
4.5 OUTRANKING METHODS 106
4.5.1 ELECTRE 107
4.5.2 PROMETHEE 110
4.6 CONCLUSION 114
REFERENCES 114
5 MULTIOBJECTIVE OPTIMIZATION METHODS 123
5.1 INTRODUCTION 123
5.2 WEIGHTING AND CONSTRAINT METHODS 124
5.3 DISTANCE METRIC BASED METHODS 133
5.3.1 GOAL PROGRAMMING 134
5.3.2 COMPROMISE PROGRAMMING 136
5.3.3 REFERENCE POINT METHOD 138
CONTENTS XIII
5.4 INTERACTIVE PROGRAMMING METHODS 140
5.5 CONCLUSION 141
REFERENCES 141
6 HEURISTIC METHODS 145
6.1 INTRODUCTION 145
6.2 BASIC HEURISTICS 146
6.2.1 SITE SUITABILITY HEURISTICS 146
6.2.2 SITE LOCATION HEURISTICS 147
6.2.3 GREEDY ALGORITHMS 150
6.2.4 OTHER HEURISTIC METHODS 152
6.3 META-HEURISTICS 153
6.3.1 GENETIC ALGORITHMS 153
6.3.2 SIMULATED ANNEALING 174
6.3.3 TABU SEARCH 177
6.3.4 SWARM INTELLIGENCE 179
6.4 CONCLUSION 182
REFERENCES 183
7 DEALING WITH UNCERTAINTIES 191
7.1 INTRODUCTION 191
7.2 SOURCES OF UNCERTAINTY IN GIS-MCDA 192
7.2.1 MODEL UNCERTAINTY 193
7.2.2 CRITERION MAP UNCERTAINTY 194
7.2.3 CRITERION WEIGHT UNCERTAINTY 196
7.3 FUZZY METHODS 196
7.3.1 FUZZY SETS 197
7.3.2 FUZZY ADDITIVE WEIGHTING 199
7.3.3 FUZZY LINGUISTIC OWA 201
7.3.4 FUZZY PROGRAMMING METHODS 204
7.4 PROBABILISTIC METHODS 205
7.4.1 UTILITY FUNCTION METHODS 205
7.4.2 ANALYTICAL METHODS 206
7.4.3 BELIEF NETWORKS 207
7.5 SENSITIVITY ANALYSIS 208
7.5.1 ONE-AT-A-TIME METHOD 210
7.5.2 VARIANCE-BASED METHODS 212
7.6 CONCLUSION 215
REFERENCES 216
8 GIS-MCDA FOR GROUP DECISION MAKING 223
8.1 INTRODUCTION 223
8.2 METHODS FOR AGGREGATING PREFERENCES 224
8.2.1 GROUP AHP/ANP 225
XIV CONTENTS
8.2.2 OUTRANKING METHODS 229
8.2.3 VOTING METHODS 231
8.3 GEOSIMULATION METHODS 235
8.3.1 CELLULAR AUTOMATA 235
8.3.2 MULTI-AGENT SYSTEM 237
8.3.3 GEOSIMULATION AND MULTIOBJECTIVE OPTIMIZATION 239
8.4 CONCLUSION 241
REFERENCES 242
9 SCALE ISSUES AND GIS-MCDA 249
9.1 INTRODUCTION 249
9.2 MEANINGS OF SCALE 250
9.3 MULTIPLE SCALE APPROACHES IN GIS-MCDA 251
9.3.1 SPATIAL MULTISCALES 252
9.3.2 TEMPORAL MULTISCALES 254
9.4 THE MODIFIABLE AREAL UNIT PROBLEM 255
9.4.1 THE SCALE EFFECT 256
9.4.2 THE ZONING EFFECT 258
9.4.3 DEALING WITH THE MAUP 260
9.5 CONCLUSION 264
REFERENCES 264
PART III SPATIAL MCDA: TECHNOLOGIES
10 DESKTOP GIS-MCDA 269
10.1 INTRODUCTION 269
10.2 MCDA IMPLEMENTATION IN VECTOR- AND
RASTER-BASED GIS 270
10.2.1 MCDA IMPLEMENTATION THROUGH TABLE
CALCULATIONS 271
10.2.2 MCDA IMPLEMENTATION THROUGH MAP ALGEBRA 275
10.3 MCDA MODULES IN COMMERCIAL AND OPEN-SOURCE GIS 280
10.4 CASE STUDY: DESKTOP GIS-MCDA IN SPATIAL
DECISION SUPPORT 285
10.5 CONCLUSION 289
REFERENCES 292
11 GEOGRAPHIC VISUALIZATION AND MCDA 293
11.1 INTRODUCTION 293
11.2 OVERVIEW OF GEOVISUALIZATION 293
11.2.1 THE DEVELOPMENT OF GEOVISUALIZATION
WITHIN CARTOGRAPHY 293
11.2.2 GEOVISUALIZATION OF LARGE GEOSPATIAL DATASETS 294
CONTENTS XV
11.2.3 GEOVISUALIZATION OF PARAMETERS
OF ANALYTICAL PROCESSES 295
11.3 GEOVISUALIZATION OF MCDA INPUT 296
11.3.1 VISUALIZING DECISION ALTERNATIVES 297
11.3.2 VISUALIZING CRITERIA 297
11.3.3 VISUALIZING SCALED VALUES AND CRITERION WEIGHTS .... 298
11.4 GEOVISUALIZATION OF MCD
A RESULTS 299
11.4.1 VISUALIZING COMBINATION RULES AND PARAMETERS 299
11.4.2 VISUALIZING MODEL SENSITIVITY 300
11.5 CASE STUDY: GEOVISUALIZATION IN SPATIAL DECISION SUPPORT .... 301
11.6 CONCLUSION 306
REFERENCES 308
12 WEB-BASED AND MOBILE GIS-MCDA 311
12.1 INTRODUCTION 311
12.2 WEB-BASED GIS-MCDA 313
12.2.1 INTERACTIVE WEB-BASED SPATIAL
DECISION SUPPORT SYSTEMS 313
12.2.2 WEB SERVICES-BASED GIS-MCDA 314
12.2.3 COLLABORATIVE AND PARTICIPATORY GIS-MCDA 316
12.3 MOBILE GIS-MCDA 318
12.3.1 GENERAL DECISION SUPPORT FUNCTIONS
OF MOBILE GIS 318
12.3.2 LOCATION-BASED MCDA 318
12.4 CONCLUSION 321
REFERENCES 321
13 CONCLUSIONS 325
13.1 SUMMARY 325
13.2 CONTRIBUTION TO GISCIENCE 327
13.3 CHALLENGES AND PROSPECTS 329
REFERENCES 331
|
| any_adam_object | 1 |
| author | Malczewski, Jacek Rinner, Claus 1969- |
| author_GND | (DE-588)132599406 (DE-588)122132173 |
| author_facet | Malczewski, Jacek Rinner, Claus 1969- |
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| author_variant | j m jm c r cr |
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| dewey-full | 910.285 |
| dewey-hundreds | 900 - History & geography |
| dewey-ones | 910 - Geography and travel |
| dewey-raw | 910.285 |
| dewey-search | 910.285 |
| dewey-sort | 3910.285 |
| dewey-tens | 910 - Geography and travel |
| discipline | Geographie |
| format | Book |
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| id | DE-604.BV042500960 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T01:23:27Z |
| institution | BVB |
| isbn | 9783540747567 9783540747574 9783662501528 |
| language | English |
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| series2 | Advances in geographic information science |
| spelling | Malczewski, Jacek (DE-588)132599406 aut Multicriteria decision analysis in geographic information science Jacek Malczewski ; Claus Rinner New York [u.a.] Springer 2015 XV, 331 Seiten Illustrationen, graphische Darstellungen 24 cm txt rdacontent n rdamedia nc rdacarrier Advances in geographic information science Literaturangaben Geoinformationssystem (DE-588)4261642-6 gnd rswk-swf Multikriteria-Entscheidung (DE-588)4126083-1 gnd rswk-swf Geoinformationssystem (DE-588)4261642-6 s Multikriteria-Entscheidung (DE-588)4126083-1 s DE-604 Rinner, Claus 1969- (DE-588)122132173 aut Erscheint auch als Online-Ausgabe 978-3-540-74757-4 (DE-604)BV042387238 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027935684&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Malczewski, Jacek Rinner, Claus 1969- Multicriteria decision analysis in geographic information science Geoinformationssystem (DE-588)4261642-6 gnd Multikriteria-Entscheidung (DE-588)4126083-1 gnd |
| subject_GND | (DE-588)4261642-6 (DE-588)4126083-1 |
| title | Multicriteria decision analysis in geographic information science |
| title_auth | Multicriteria decision analysis in geographic information science |
| title_exact_search | Multicriteria decision analysis in geographic information science |
| title_full | Multicriteria decision analysis in geographic information science Jacek Malczewski ; Claus Rinner |
| title_fullStr | Multicriteria decision analysis in geographic information science Jacek Malczewski ; Claus Rinner |
| title_full_unstemmed | Multicriteria decision analysis in geographic information science Jacek Malczewski ; Claus Rinner |
| title_short | Multicriteria decision analysis in geographic information science |
| title_sort | multicriteria decision analysis in geographic information science |
| topic | Geoinformationssystem (DE-588)4261642-6 gnd Multikriteria-Entscheidung (DE-588)4126083-1 gnd |
| topic_facet | Geoinformationssystem Multikriteria-Entscheidung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027935684&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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