Convergence and Knowledge-Processing in Multi-Agent Systems:
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
London
Springer
2009
|
| Schriftenreihe: | Advanced Information and Knowledge Processing
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XVI, 143 S. Ill. 235 mm x 155 mm |
| ISBN: | 9781848820623 |
Internformat
MARC
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| 245 | 1 | 0 | |a Convergence and Knowledge-Processing in Multi-Agent Systems |c Maria Chli ; Philippe de Wilde |
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| 300 | |a XVI, 143 S. |b Ill. |c 235 mm x 155 mm | ||
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Datensatz im Suchindex
| _version_ | 1805078512257728512 |
|---|---|
| adam_text |
Contents
1
Introduction
. 1
1.1
Background
to the Research
. 2
1.2
Approach
. 2
1.3
Contributions
. 3
1.4
Reader's Guide to the Book
. 4
2
Research Issues
. 5
2.1
Multi-agent Systems
. 5
2.2
Agent-based Modelling
. 6
2.3
An Ecosystem Perspective of Multi-agent Systems
. 7
2.4
Convergence Issues
. 8
2.5
Interaction and Knowledge Exchange
. 9
3
Stability of Multi-agent Systems
. 13
3.1
Introduction
. 13
3.2
Background
. 14
3.3
Stability in Games
. 16
3.3.1
Stochastic Systems Primer
. 16
3.3.2
Definition of Stability
. 17
3.3.3
Example Games
. 18
3.4
Experiments
. 22
3.4.1
Trading Simulation Model
. 22
3.4.2
Load Transportation Model
. 31
3.4.3
Virus Spreading Model
. 43
3.4.4
The Market Demonstrator
. 52
3.5
Conclusion
. 56
3.5.1
Limitations and Future Work
. 56
3.5.2
Achievements
. 56
Contents
The Emergence of Knowledge Exchange:
An Agent-based Model of a Software Market
. 59
4.1
Introduction
. 59
4.2
Digital Business Ecosystem
. 60
4.2.1
A DBE Economy
. 60
4.2.2
Market Efficiency
. 61
4.3
Background
. 62
4.3.1
Exchange in Economic Markets
. 62
4.3.2
The Software Industry
. 64
4.4
An Agent-based Model of the DBE
. 65
4.4.1
Agent-based Modelling
. 65
4.4.2
The Setting
. 66
4.4.3
Exchange of Services
. 69
4.4.4
Discussion
. 71
4.5
Analysis of the Model
. 72
4.5.1
Service Exchange
. 72
4.5.2
Market Efficiency
. 77
4.6
Concluding Remarks
. 79
Collaborative Query Expansion
. 81
5.1
Introduction
. 81
5.1.1
Query Expansion
. 82
5.1.2
Discriminative Document Terms
. 84
5.2
Term Value
. 85
5.3
Implementation
. 86
5.3.1
Initial Phase
. 87
5.3.2
Stemming
. 87
5.3.3
Common Word Filtering
. 87
5.3.4
Term Selection
. 88
5.4
Evaluation
. 88
5.4.1
Experiments
. 89
5.4.2
Evaluation Results
. 91
5.5
Introducing User Collaboration for Query Expansion
. 94
5.5.1
Collaboration Procedure
. 94
5.5.2
Comparing Sets of Terms
. 95
5.5.3
Example of Collaboration
. 96
5.6
Limitations and Future Work
. 96
5.7
Conclusions
. 98
Micro-economic Control of Distributed Intelligent
Personal Assistants
. 99
6.1
Stable Strategies
. 99
6.2
Network of Intelligent Personal Assistants
. 101
6.2.1
Definition of the Automatic PA
. 101
6.2.2
Further Specifications
. 102
6.2.3
The Intelligent Automatic PA
. 103
Contents ix
6.2.4
Negotiating and Optimizing Agents
.104
6.2.5
An Example
.105
6.3
Finding a Stable Strategy
.107
6.3.1
The Discrete Event Simulator
.107
6.3.2
A Stable Strategy
.108
6.4
Conclusion
.114
7
Conclusions and Future Work
.117
7.1
Contributions
.117
7.2
Future Directions
.119
7.2.1
Ecosystems of Networked Businesses
.119
7.2.2
Exchange in Natural Ecosystems
.120
7.3
Concluding Remarks
.121
Appendices
.122
A The EEII Project
.123
8
Statistical Analysis
.125
B.
1
Statistical Hypothesis Testing
.125
B.2 Tests for Showing That Two Samples Come from the Same
Distribution
.126
С
Methodology: Evolutionary Algorithms
.129
References
.131
Index
.141 |
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| author | Chli, Margarita De Wilde, Philippe 1958- |
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| classification_rvk | ST 300 |
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| dewey-hundreds | 000 - Computer science, information, general works |
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| discipline | Informatik |
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| spelling | Chli, Margarita Verfasser (DE-588)1171254598 aut Convergence and Knowledge-Processing in Multi-Agent Systems Maria Chli ; Philippe de Wilde London Springer 2009 XVI, 143 S. Ill. 235 mm x 155 mm txt rdacontent n rdamedia nc rdacarrier Advanced Information and Knowledge Processing Expert systems (Computer science) Intelligent agents (Computer software) Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Informationsverarbeitung (DE-588)4161678-9 gnd rswk-swf Mehragentensystem (DE-588)4389058-1 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Mehragentensystem (DE-588)4389058-1 s Informationsverarbeitung (DE-588)4161678-9 s DE-604 Künstliche Intelligenz (DE-588)4033447-8 s 1\p DE-604 De Wilde, Philippe 1958- Verfasser (DE-588)128508574 aut Digitalisierung UB Bamberg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=018602877&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Chli, Margarita De Wilde, Philippe 1958- Convergence and Knowledge-Processing in Multi-Agent Systems Expert systems (Computer science) Intelligent agents (Computer software) Künstliche Intelligenz (DE-588)4033447-8 gnd Informationsverarbeitung (DE-588)4161678-9 gnd Mehragentensystem (DE-588)4389058-1 gnd |
| subject_GND | (DE-588)4033447-8 (DE-588)4161678-9 (DE-588)4389058-1 (DE-588)4143413-4 |
| title | Convergence and Knowledge-Processing in Multi-Agent Systems |
| title_auth | Convergence and Knowledge-Processing in Multi-Agent Systems |
| title_exact_search | Convergence and Knowledge-Processing in Multi-Agent Systems |
| title_full | Convergence and Knowledge-Processing in Multi-Agent Systems Maria Chli ; Philippe de Wilde |
| title_fullStr | Convergence and Knowledge-Processing in Multi-Agent Systems Maria Chli ; Philippe de Wilde |
| title_full_unstemmed | Convergence and Knowledge-Processing in Multi-Agent Systems Maria Chli ; Philippe de Wilde |
| title_short | Convergence and Knowledge-Processing in Multi-Agent Systems |
| title_sort | convergence and knowledge processing in multi agent systems |
| topic | Expert systems (Computer science) Intelligent agents (Computer software) Künstliche Intelligenz (DE-588)4033447-8 gnd Informationsverarbeitung (DE-588)4161678-9 gnd Mehragentensystem (DE-588)4389058-1 gnd |
| topic_facet | Expert systems (Computer science) Intelligent agents (Computer software) Künstliche Intelligenz Informationsverarbeitung Mehragentensystem Aufsatzsammlung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=018602877&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT chlimargarita convergenceandknowledgeprocessinginmultiagentsystems AT dewildephilippe convergenceandknowledgeprocessinginmultiagentsystems |