Belief-based stability in coalition formation with uncertainty: an intelligent agents' perspective
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2013
|
| Schlagworte: | |
| Online-Zugang: | Inhaltstext Inhaltsverzeichnis Klappentext |
| Beschreibung: | XVIII, 183 S. graph. Darst. |
| ISBN: | 9783642382147 9787040318777 |
Internformat
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| 245 | 1 | 0 | |a Belief-based stability in coalition formation with uncertainty |b an intelligent agents' perspective |c Chi-kong Chan ; Ho-fung Leung |
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Datensatz im Suchindex
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CONTENTS
CHAPTER 1 MULTI-AGENT COOPERATION AND STABILITY 1
1.1 SEMI-COMPETITIVE MULTI-AGENT SYSTEMS 1
1.1.1 CHARACTERISTICS OF MULTI-AGENT SYSTEMS 1
1.1.2 TWO BASIC SOLUTION CONCEPTS OF COALITION
FORMATIONS 4
1.2 COALITION FORMATION AND GAME THEORY 6
1.2.1 TRANSFERABLE UTILITY GAMES 7
1.2.2 NON-TRANSFERABLE UTILITY GAMES 8
1.3 PROBLEM WITH THE COMMON KNOWLEDGE ASSUMPTION - * * * 9
REFERENCES 11
CHAPTER 2 NON-TRANSFERABLE UTILITY GAMES AND
COALITION FORMATION MECHANISMS 13
2.1 NON-TRANSFERABLE UTILITY COOPERATIVE GAMES 14
2.2 TRANSFERABLE UTILITY COOPERATIVE GAMES 18
2.3 COALITION FORMATION MECHANISMS 22
2.4 BELIEF AND UNCERTAINTIES 24
REFERENCES 25
CHAPTER 3 TWO CLASSES OF STABILITY
* STRONG CORE AND WEAK CORE 29
3.1 COALITION FORMATION AND STABILITY 30
3.2 AN EXAMPLE 35
3.3 NTU GAMES WITH INTERNAL UNCERTAINTY 41
HTTP://D-NB.INFO/1033486760
XIV CONTENTS
3.4 OPINIONS AND PREFERENCES OF AGENTS 46
3.5 THE STRONG CORE AND THE WEAK CORE 54
3.6 EFFECT OF REFINEDNESS OF AGENT OPINIONS 64
3.7 APPLICATION AREAS 69
3.8 SUMMARY 70
REFERENCES 71
CHAPTER 4 THE B-CORE: BELIEF-BASED COALITION
STABILITY 73
4.1 GAMES WITHOUT COMMON KNOWLEDGE 74
4.2 BELIEF-BASED COALITIONAL GAMES 77
4.3 NTU GAMES WITH PRIVATE BELIEFS 86
4.4 THE CORE, THE B-CORE AND BELIEF ACCURACY 100
4.5 DISCUSSION 110
4.6 ON DYNAMIC BELIEFS 112
4.7 SUMMARY ****'* 113
REFERENCES 114
CHAPTER 5 EXAMPLE APPLICATION OF THE B-CORE:
BUYER COALITION PROBLEM WITH BELIEFS 115
5.1 BUYER COALITION PROBLEMS 116
5.1.1 ARE THE UTILITY REALLY TRANSFERABLE? 118
5.1.2 HOW ABOUT STABILITY? 119
5.1.3 PRIVATE INFORMATION IN BUYER COALITION 119
5.1.4 EXISTING APPROACHES 120
5.1.5 A NEW APPROACH 120
5.2 BACKGROUND OF BUYER COALITION PROBLEM 121
5.2.1 UNIT PRICE SCHEDULE AND AGENT PREFERENCE 121
5.2.2 AGENT BELIEFS 124
5.2.3 NTU BUYER COALITION GAMES 125
5.2.4 PROPERTIES OF THE B-CORE IN NTU-BUYER
GAMES 129
5.2.5 ON MECHANISM DESIGN 132
5.3 A DISTRIBUTED MECHANISM 132
CONTENTS XV
5.3.1 DISTRIBUTED NON-TRANSFERABLE UTILITY COALITION
FORMATION MECHANISM 133
5.3.2 AN EXAMPLE OF THE MECHANISM 137
5.4 EXPERIMENT 139
5.4.1 PERFORMANCE OF THE MECHANISM 139
5.4.2 EVIDENCE OF INCENTIVE COMPATIBILITY 142
5.5 SUMMARY 143
REFERENCES 144
CHAPTER 6 THE COMPLETE PICTURE: SB-CORE AND
WB-CORE 147
6.1 UNCERTAIN OPINION AND PRIVATE BELIEFS 148
6.2 AN ILLUSTRATING EXAMPLE _* 150
6.3 NTU-BU GAMES 155
6.3.1 PREFERENCES AND BELIEFS IN NTU-BU GAMES 157
6.3.2 NTU-BU GAMES STABILITY 159
6.4 PROPERTIES 165
6.4.1 RELATIONSHIPS OF THE FOUR CRITERIA 165
6.4.2 EFFECT OF REFINEDNESS 166
6.4.3 EFFECT OF ACCURACY 168
6.5 SUMMARY 170
REFERENCES 170
CHAPTER 7 CONCLUSION 171
7.1 NEW SOLUTION CONCEPTS FOR BELIEF-BASED NTU
GAMES 171
7.2 THE FUTURE 174
REFERENCES 175
BOOK REFERENCES 177
INDEX 181
Belief based Stability in Coalition Formation with Uncertainty An Intelli¬
gent Agents Perspective discusses coalition stability It extends the classic
stability concept of the non-transferable utility core by proposing new
belief-based stability criteria under uncertainty, and illustrates how the new
concept can be used to analyze the stability of a new type of belief-based
coalition formation game.
The book is intended for graduate students, engineers, and researchers in
the field of artificial intelligence and computer science,
Chi-kong Chan is a laboratory manager and a visiting lecturer at the Hong
Kong Polytechnic University, China; Ho-fung Leung is a Professor and
the Chairman of Department of Computer Science and Engineering, The
Chinese University of Hong Kong, China. |
| any_adam_object | 1 |
| author | Chan, Chi-kong Leung, Ho-Fung 1963- |
| author_GND | (DE-588)101659111X |
| author_facet | Chan, Chi-kong Leung, Ho-Fung 1963- |
| author_role | aut aut |
| author_sort | Chan, Chi-kong |
| author_variant | c k c ckc h f l hfl |
| building | Verbundindex |
| bvnumber | BV041460669 |
| classification_rvk | SK 860 ST 301 |
| ctrlnum | (OCoLC)876788168 (DE-599)DNB1033486760 |
| dewey-full | 006.3015193 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3015193 |
| dewey-search | 006.3015193 |
| dewey-sort | 16.3015193 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik Mathematik |
| format | Book |
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| id | DE-604.BV041460669 |
| illustrated | Illustrated |
| indexdate | 2024-08-03T01:07:07Z |
| institution | BVB |
| isbn | 9783642382147 9787040318777 |
| language | English |
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| spelling | Chan, Chi-kong Verfasser aut Belief-based stability in coalition formation with uncertainty an intelligent agents' perspective Chi-kong Chan ; Ho-fung Leung Berlin [u.a.] Springer 2013 XVIII, 183 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Spieltheorie (DE-588)4056243-8 gnd rswk-swf Kooperatives Spiel (DE-588)4120603-4 gnd rswk-swf Mehragentensystem (DE-588)4389058-1 gnd rswk-swf Kooperatives Spiel (DE-588)4120603-4 s Spieltheorie (DE-588)4056243-8 s Mehragentensystem (DE-588)4389058-1 s DE-604 Leung, Ho-Fung 1963- Verfasser (DE-588)101659111X aut Erscheint auch als Online-Ausgabe 978-3-642-38215-4 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=4296980&prov=M&dok%5Fvar=1&dok%5Fext=htm Inhaltstext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026907034&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Digitalisierung UB Passau - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026907034&sequence=000004&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Klappentext |
| spellingShingle | Chan, Chi-kong Leung, Ho-Fung 1963- Belief-based stability in coalition formation with uncertainty an intelligent agents' perspective Spieltheorie (DE-588)4056243-8 gnd Kooperatives Spiel (DE-588)4120603-4 gnd Mehragentensystem (DE-588)4389058-1 gnd |
| subject_GND | (DE-588)4056243-8 (DE-588)4120603-4 (DE-588)4389058-1 |
| title | Belief-based stability in coalition formation with uncertainty an intelligent agents' perspective |
| title_auth | Belief-based stability in coalition formation with uncertainty an intelligent agents' perspective |
| title_exact_search | Belief-based stability in coalition formation with uncertainty an intelligent agents' perspective |
| title_full | Belief-based stability in coalition formation with uncertainty an intelligent agents' perspective Chi-kong Chan ; Ho-fung Leung |
| title_fullStr | Belief-based stability in coalition formation with uncertainty an intelligent agents' perspective Chi-kong Chan ; Ho-fung Leung |
| title_full_unstemmed | Belief-based stability in coalition formation with uncertainty an intelligent agents' perspective Chi-kong Chan ; Ho-fung Leung |
| title_short | Belief-based stability in coalition formation with uncertainty |
| title_sort | belief based stability in coalition formation with uncertainty an intelligent agents perspective |
| title_sub | an intelligent agents' perspective |
| topic | Spieltheorie (DE-588)4056243-8 gnd Kooperatives Spiel (DE-588)4120603-4 gnd Mehragentensystem (DE-588)4389058-1 gnd |
| topic_facet | Spieltheorie Kooperatives Spiel Mehragentensystem |
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