Quality assurance of agent-based and self-managed systems:
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Boca Raton, FL
CRC Press
2010
|
| Subjects: | |
| Links: | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=018006119&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| Item Description: | Includes bibliographical references and index |
| Physical Description: | XV, 154 S. graf. Darst. |
| ISBN: | 9781439812662 |
Staff View
MARC
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| 010 | |a 2009024575 | ||
| 020 | |a 9781439812662 |c hardcover : alk. paper |9 978-1-4398-1266-2 | ||
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| 245 | 1 | 0 | |a Quality assurance of agent-based and self-managed systems |c Reiner Dumke ; Steffen Mencke ; Cornelius Wille |
| 264 | 1 | |a Boca Raton, FL |b CRC Press |c 2010 | |
| 300 | |a XV, 154 S. |b graf. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 500 | |a Includes bibliographical references and index | ||
| 650 | 0 | |a Intelligent agents (Computer software) / Quality control | |
| 650 | 0 | |a Self-adaptive software / Quality control | |
| 650 | 0 | |a Software measurement | |
| 650 | 4 | |a Intelligent agents (Computer software) |x Quality control | |
| 650 | 4 | |a Self-adaptive software |x Quality control | |
| 650 | 4 | |a Software measurement | |
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Record in the Search Index
| _version_ | 1819314197739077632 |
|---|---|
| adam_text | Contents
Preface
.......................................................................................................................xi
Acknowledgments
..................................................................................................xiii
Authors
.....................................................................................................................xv
Chapter
1
Software Agent Technology
.................................................................1
1.1
Introduction
...............................................................................1
1.2
Why Agent-Based Systems?
......................................................1
1.3
Basic Definitions
........................................................................3
1.4
Agent Properties
........................................................................5
1.5
Classifications of Agents
...........................................................6
1.6
Basic Agent Architectures
.......................................................10
1.6.1
Deliberative Agents
....................................................10
1.6.2
Reactive Agents
..........................................................13
1.6.3
Hybrid Approaches
.....................................................14
1.7
Multiagent Systems
.................................................................15
1.8
Agent Interaction
.....................................................................17
1.8.1
Communication
..........................................................18
1.8.1.1
Blackboard Technique for
Communication
..........................................18
1.8.1.2
Messages and Conversations
for Communication
.....................................19
1.8.1.3
Agent Communication Languages
.............20
1.8.2
Agent Cooperation
.....................................................25
1.8.2.1
Collaboration
..............................................27
1.8.2.2
Coordination
...............................................27
1.8.2.3
Conflict Resolution
.....................................28
1.8.3
Agent Mobility
...........................................................28
References
..........................................................................................30
Chapter
2
Software Quality Assurance
..............................................................37
2.1
Quality Assurance Basics
........................................................37
2.1.1
Quality Assurance of Software Systems
....................39
2.1.2
Quality Improvement of Software System
Development
...............................................................41
2.1.3
Quality Assurance of System Development
Resources
...................................................................45
2.2
Quality Measurement and Evaluation
.....................................47
2.2.1
Basics in Software Measurement
...............................48
2.2.2
Measurement Methods and Processes
........................50
vi
Contents
2.3
Software
Quality Assurance of Agent-Based Systems
...........53
2.3.1
General Quality Aspects of Software Agents
............54
2.3.2
General Quality Aspects of Multiagent Systems
(MASs)
.......................................................................56
2.3.3
General Quality Aspects of MAS Development
........59
References
..........................................................................................62
Chapter
3
Agent Quality Measurement and Evaluation
.....................................65
3.1
Introduction
.............................................................................65
3.2
Review of Agent Measurement Examples
...............................66
3.2.1
Performance Measurement by Sycara
........................66
3.2.2
Execution Time by Guichard and Ayel
......................67
3.2.3
Performance Simulation by Pham
..............................67
3.2.4
Performance Evaluation by Sugawara
et al...............
67
3.2.5
Monitoring and Recording Agent Performance
by
Tambe
....................................................................67
3.2.6
Performance Measurement by
Russel
and Norvig
.....68
3.2.7
Problem-Solving Performance by Joshi
.....................68
3.2.8
Performance Analysis of Mobile Agents
by Kotz
et al..............................................................
69
3.2.9
Performance Measuring in Large Networks
by Wijata
....................................................................71
3.2.10
RPC Performance by Kotz
et al................................
72
3.2.11
Further Performance Evaluations
...............................72
3.2.12
Influences of the Knowledge Granularity on the
Agent Performance by Ye and Tsotsos
.......................72
3.2.13
Utility Evaluation by Tewari and Maes
......................73
3.2.14
Usability Level Determination by Develin and
Scott
............................................................................73
3.2.15
Usability Measures by
Caballero
et al
......................74
3.2.16
Goal Evaluation by Norman and Long
......................75
3.2.17
Evaluation Function by
Russel
and Norvig
................75
3.2.18
Support Evaluation by Yang and Choi
.......................76
3.2.19
Fitness Evaluation by
Loia
and
Sessa
.........................76
3.2.20
Fitness Evaluation by Liu
...........................................76
3.2.21
Fitness Evaluation by Eymann
...................................78
3.2.22
Service-Level Measurement by Bissel
et al..............
78
3.2.23
Resource Allocation Simulation by Bredin
et al........
79
3.2.24
Cooperation Measurement by Klusch and Sycara
.....79
3.2.25
Distributed Decision Measurement of
Coordination by Barber
..............................................79
3.2.26
Coalition Value Estimation by Shehory
et al............
80
3.2.27
Communication Index by Pedrycz and Vokovich
......80
3.2.28
Intelligence Factors by Hasebrook
et al....................
81
3.2.29
Trust Measurement by Chang
et al............................
82
Contents
vii
3.2.30 Performance
Estimation
and Measurement
of Computational Agents by
Neruda
and
Krušina
.....82
3.2.31
Agent-Based IP Measurement by Kwitt
et al.............
84
3.2.32
Agent-Based Metric for Wireless Networks
by Chen and Chen
......................................................84
3.2.33
Replication-Based Agent Optimization
by Guessoum
..............................................................85
3.2.34
Communication Learning for Agent
Communication by Fischer
et al................................
85
3.2.35
Performance of Mobile Agent Tracking
by
Gómez-Martínez
et al
...........................................86
3.2.36
Efficiency of Chosen Measurement Aglet Agents
by
Wille......................................................................86
3.2.37
Workbench for Agent Resource Usage Analysis
by
Wille......................................................................88
3.3
Discussion
................................................................................89
References
..........................................................................................90
Chapter
4
Quality Measurement of Agent Systems
............................................93
4.1
Introduction
.............................................................................93
4.2
Quality Measurement Approaches of a Multiagent
System (MAS)
.........................................................................94
4.2.1
Comparison of Communication by Pham
..................94
4.2.2
Communication Quality Evaluation
by Lukschandl
............................................................94
4.2.3
Risk Evaluation by Collins
et al................................
95
4.2.4
Size Estimation by Evans
et al..................................
96
4.2.5
Load Management by
Gustavsson
..............................96
4.2.6
Coalition Evaluation by Katoh
et al..........................
97
4.2.7
Coordination Evaluation by Tolksdorf
.......................97
4.2.8
The Simple Thread Language (STL)-Based
Simulation by Schumacher
.........................................98
4.2.9
MAS Information Model Simulation by Egashira
and Hashimoto
...........................................................99
4.2.10
Analysis of Agent Populations by Liu
........................99
4.2.11 Business-to-Business (B2B)
Model Performance
by Ouksel
et al.........................................................
100
4.2.12
Performance Measurement of Large Distributed
MASs by Helsinger
..................................................101
4.2.13
Measurement of Coordination Performance
by
Ahn
and Park
.......................................................102
4.2.14
Performance Measurement in Telematics
by
Gerber..................................................................102
4.2.15
Performance Measurement in
Telecommunication by Gibney
et al........................
103
viii Contents
4.2.16
Algorithm
Performance
Measurement
by
Patel
et al
............................................................103
4.2.17
Performance
Measurement Approach
by Stojanov
et al
......................................................104
4.2.18
Quality Evaluation of an MAS by
Far
.....................105
4.2.19
Scalability of an MAS by
Rana
and Stout
...............105
4.2.20
Performance Measurement by
Cortese et al...........
107
4.2.21
A Metric for Trust in Agent Communities
by Weng
et al...........................................................
108
4.2.22
Benchmark-Based MAS Evaluation
by Zhang
et al..........................................................
108
4.3
Discussion
..............................................................................109
References
........................................................................................
Ill
Chapter
5
Quality-Based Development of Agent Systems
...............................113
5.1
Introduction
...........................................................................113
5.2
Quality Measurement Examples of Multiagent System
(MAS) Development
..............................................................113
5.2.1
Aspect-Oriented versus Pattern-Oriented MAS
Development by Garcia
et al...................................
113
5.2.2
Evaluation of MAS Based on the ROADMAP
Meta-Model by Juan and Sterling
............................116
5.2.3
Agent Framework Evaluation by
Tambe,
Pynadath, and Chauvat
.............................................117
5.2.4
Unified Modeling Language (UML) and
Measurement Intentions by Bertolino,
Dimitrov,
Dumke,
and
Lindemann...........................................119
5.2.5
Agent Communication Language Evaluation,
Singh
.........................................................................121
5.2.6
Multiagent System Development Approach
Evaluation by
Lind...................................................122
5.2.7
Development of Agent-Based Graphical User
Interfaces (GUIs) by
Kernchen.................................123
5.2.8
MAS Paradigm Evaluation by Wong,
Paciorek,
and Moore
................................................................124
5.2.9
MAS Quality Measurement by Far
..........................125
5.3
Measurement Evaluation of MAS Development
Resources
...............................................................................126
5.3.1
MAS Platform Evaluation by Ricordel and
Demazeau
.................................................................126
5.3.2
Measurement Study of the JADE Platform
by Piccolo
et al........................................................
126
5.3.3
Performance of Open-Source Multiagent
Platforms by
Mulet
et al
..........................................127
Contents ¡x
5.3.4 Evaluation
of
JAVA-Based Agent Technologies
by
Kernchen et
al
.....................................................128
5.3.5
Measurement of
Agent
Academy by
Wille..............129
5.3.6
Performance of Agent Location Mechanisms
by Ben-Ami and Shehory
.........................................130
5.3.7
Performance of Multiagent Learning Algorithms
by
Panait
and Luke
...................................................131
5.3.8
Middleware Evaluation by Poslad
et al...................
132
5.3.9
Measuring Resource Usage for Self-interested
Agents by He
............................................................132
5.3.10
Measurement of DAML+OIL Ontologies
by
Wille....................................................................133
5.4
Discussion
..............................................................................135
References
........................................................................................137
Chapter
6
Conclusions and Future Directions
..................................................139
6.1
Summary of the Current Situation
........................................139
6.1.3
Quality Measurement of Software Agents
...............139
6.1.1.1
Measurement Situation of Agent
Design Level
.............................................139
6.1.1.2
Measurement Situation of Agent
Description Level
......................................139
6.1.1.3
Measurement Situation of Agent
Working Level
..........................................140
6.1.2
Quality Measurement of Agent Systems
..................140
6.1.2.1
Measurement Situation of Multiagent
System (MAS) Design Level
....................140
6.1.2.2
Measurement Situation of MAS
Description Level
......................................141
6.1.2.3
Measurement Situation of MAS
Working Level
..........................................141
6.1.3
Quality Measurement of Agent Systems
Development
.............................................................141
6.1.3.1
Measurement Situation of Agent
Development Life Cycle Level
.................141
6.1.3.2
Measurement Situation of Agent
Development Method Level
......................142
6.1.3.3
Measurement Situation of Agent
Development Management Level
.............142
6.1.3.4
Measurement Situation of MAS
Development Life Cycle
...........................142
6.1.3.5
Measurement Situation of MAS
Development Method
................................142
6.1.3.6
Measurement Situation of MAS
Development Management Level
.............142
χ
Contents
6.1.3.7
Measurement Situation of Agent
Developer Level
........................................143
6.1.3.8
Measurement Situation of Agent
Software Resources Level
........................143
6.1.3.9
Measurement Situation of Agent
Hardware Resources Level
.......................143
6.1.3.10
Measurement Situation of MAS
Developer Level
........................................143
6.1.3.11
Measurement Situation of MAS
Software Resources Level
........................144
6.1.3.12
Measurement Situation of MAS
Hardware Resources Level
.......................144
6.2
Open Questions and Future Directions
.................................144
References
........................................................................................148
Author Index
..........................................................................................................149
Subject Index
..........................................................................................................151
|
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| id | DE-604.BV035729497 |
| illustrated | Not Illustrated |
| indexdate | 2024-12-20T13:49:22Z |
| institution | BVB |
| isbn | 9781439812662 |
| language | English |
| lccn | 2009024575 |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-018006119 |
| oclc_num | 301889413 |
| open_access_boolean | |
| owner | DE-473 DE-BY-UBG |
| owner_facet | DE-473 DE-BY-UBG |
| physical | XV, 154 S. graf. Darst. |
| publishDate | 2010 |
| publishDateSearch | 2010 |
| publishDateSort | 2010 |
| publisher | CRC Press |
| record_format | marc |
| spellingShingle | Dumke, Reiner Mencke, Steffen 1978- Wille, Cornelius Quality assurance of agent-based and self-managed systems Intelligent agents (Computer software) / Quality control Self-adaptive software / Quality control Software measurement Intelligent agents (Computer software) Quality control Self-adaptive software Quality control Selbst organisierendes System (DE-588)4054424-2 gnd Qualitätskontrolle (DE-588)4047968-7 gnd Mehragentensystem (DE-588)4389058-1 gnd |
| subject_GND | (DE-588)4054424-2 (DE-588)4047968-7 (DE-588)4389058-1 |
| title | Quality assurance of agent-based and self-managed systems |
| title_auth | Quality assurance of agent-based and self-managed systems |
| title_exact_search | Quality assurance of agent-based and self-managed systems |
| title_full | Quality assurance of agent-based and self-managed systems Reiner Dumke ; Steffen Mencke ; Cornelius Wille |
| title_fullStr | Quality assurance of agent-based and self-managed systems Reiner Dumke ; Steffen Mencke ; Cornelius Wille |
| title_full_unstemmed | Quality assurance of agent-based and self-managed systems Reiner Dumke ; Steffen Mencke ; Cornelius Wille |
| title_short | Quality assurance of agent-based and self-managed systems |
| title_sort | quality assurance of agent based and self managed systems |
| topic | Intelligent agents (Computer software) / Quality control Self-adaptive software / Quality control Software measurement Intelligent agents (Computer software) Quality control Self-adaptive software Quality control Selbst organisierendes System (DE-588)4054424-2 gnd Qualitätskontrolle (DE-588)4047968-7 gnd Mehragentensystem (DE-588)4389058-1 gnd |
| topic_facet | Intelligent agents (Computer software) / Quality control Self-adaptive software / Quality control Software measurement Intelligent agents (Computer software) Quality control Self-adaptive software Quality control Selbst organisierendes System Qualitätskontrolle Mehragentensystem |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=018006119&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT dumkereiner qualityassuranceofagentbasedandselfmanagedsystems AT menckesteffen qualityassuranceofagentbasedandselfmanagedsystems AT willecornelius qualityassuranceofagentbasedandselfmanagedsystems |