Managing business complexity: discovering strategic solutions with agent-based modeling and simulation
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Oxford ; New York
Oxford University Press
[2007]
|
| Subjects: | |
| Online Access: | Table of contents Publisher description Contributor biographical information Inhaltsverzeichnis |
| Item Description: | Includes bibliographical references and index |
| Physical Description: | xi, 313 Seiten Illustrationen, Diagramme |
| ISBN: | 0195172116 9780195172119 |
Staff View
MARC
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| 100 | 1 | |a North, Michael J. |d 1969- |e Verfasser |0 (DE-588)140847049 |4 aut | |
| 245 | 1 | 0 | |a Managing business complexity |b discovering strategic solutions with agent-based modeling and simulation |c Michael J. North and Charles M. Macal |
| 264 | 1 | |a Oxford ; New York |b Oxford University Press |c [2007] | |
| 300 | |a xi, 313 Seiten |b Illustrationen, Diagramme | ||
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| 500 | |a Includes bibliographical references and index | ||
| 650 | 7 | |a Kunstmatige intelligentie |2 gtt | |
| 650 | 7 | |a Management informatiesystemen |2 gtt | |
| 650 | 7 | |a Simulatiemodellen |2 gtt | |
| 650 | 4 | |a Management information systems | |
| 650 | 4 | |a Distributed artificial intelligence | |
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Record in the Search Index
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| adam_text |
Contents
Chapter 1: The Challenge, 3
Why This Book?, 3
The Who, What, Where, When, Why, and
How of Agents, 3
Why Agent Based Modeling and Simulation
Is Needed Now, 4
The Foundation of ABMS, 5
Why ABMS Is Useful, Usable, and
Used, 6
How ABMS Works: An Overview, 8
Incremental Discovery, Design, and
Development, 8
How This Book Is Organized, 8
Case Studies, 9
Note, 9
References, 9
Chapter 2: The ABMS Paradigm, 11
Parts Make the Whole, 11
The Two Fundamental Types
of Models, 11
Nondeterminism, 13
The Cycle of Innovation, 14
Other Angles on Nondeterminism, 16
Choosing Behaviors to Model, 17
The Spectrum of Model Uses, 18
Discovering That the Whole Is Greater
Than the Parts, 22
Summary, 22
Note, 23
References, 23
Chapter 3: Agents Up Close, 24
Agents: An Overview, 24
Agent Attributes, 24
Agent Behaviors, 27
Simple Agents or Proto Agents, 27
Complex Agents, 31
A Market Example, 41
Discover, Design, and Develop, 43
Notes, 43
References, 43
x CONTENTS
Chapter 4: The Roots of ABMS, 45
ABMS in Context, 45
Historical Roots, 45
Complexity Science, 46
The Diffusion of ABMS, 55
Plectics Redux, 56
References, 56
Chapter 5: The Role of ABMS, 59
The Big Picture of Modeling and
Simulation for Business Applications, 60
A Supply Chain Example, 63
A Survey of Modeling Approaches, 66
When to Use Agents?, 93
Blended Modeling Approaches, 93
Summary, 94
Note, 95
References, 95
Chapter 6: Discovering Agents and Agent
Behaviors, 97
Agents Are What They Do, 97
Social Agents, 97
Examples of Behavioral Theories, 97
Agent Diversity, 101
Other Agents, 101
Multi Agent Systems, 101
Artificial Intelligence, 102
Discovering Agents, 102
Discovering Agent Behaviors, 102
A Market Example, 112
Acting Up, 114
References, 114
Chapter 7: Office ABMS, 116
In the Office, 116
Progressive Development, 116
Prototyping, 116
ABMS Environments, 117
The Four Model Growth Paths, 117
Leveraging Change, 118
Returning to the Questions, 121
Office ABMS Architectures, 122
The Office ABMS Continuum, 123
Examples, 126
Back at the Office, 128
Notes, 128
References, 128
Chapter 8: How to Do Desktop ABMS, 130
ABMS on the Desktop, 130
Agent Spreadsheets, 130
Dedicated ABMS Prototyping
Environments, 161
A Market Example, 171
Summary, 182
Notes, 182
References, 182
Chapter 9: How to Do Participatory
ABMS, 183
Live and In Person!, 183
The Start of It All, 183
Strengths and Weaknesses, 184
Developing Strong Minds, 186
Turning Over Rocks, 187
Details, Details, Details, 187
A Market Example, 190
Summary, 194
Note, 194
References, 194
Chapter 10: How to Do Large Scale
ABMS, 195
From Desktops on Up, 195
Features Galore!, 195
Current Toolkits, 206
The Large Scale Modeling Life Cycle, 209
Designing Large Scale Models for Use, 210
Agent Patterns and Antipatterns, 215
Examples, 217
Summary, 219
Notes, 219
References, 219
Chapter 11: ABMS Verification and
Validation, 221
V V Overview, 221
Verification, 222
Validation, 226
Related Aspects of V V, 231
Summary, 233
References, 233
Chapter 12: A Visual Approach to Data
Collection and Cleaning, 235
Tasty Morsels, 235
The Fact Food Pyramid, 235
A Model Diet, 239
Marshmallows and Campfire Stories, 239
Cooking Times Vary, 240
Data Quality, 241
CONTENTS xi
A Recipe for Success, 248
Dinner Is Served, 253
A Market Example, 258
Summary, 259
References, 260
Chapter 13: Understanding and Presenting
ABMS Results, 261
Analyzing ABMS Results, 261
Presenting ABMS Results, 278
Seven Steps, 282
Notes, 282
References, 282
Chapter 14: ABMS Project
Management, 283
The ABMS Business Function, 283
The Fundamentals, 283
Project Goals, 284
Stopping Mission Creep, 284
Champions, 285
The Domain Skills Pyramid, 285
ABMS Project Structures, 286
The ABMS Business Process, 292
Growing Up, 296
References, 297
Chapter 15: Rising to the Challenge, 298
The Who, What, Where, When, Why, and
How of Agents, 298
Useful, Usable, and Used, 299
Index, 303 |
| adam_txt |
Contents
Chapter 1: The Challenge, 3
Why This Book?, 3
The Who, What, Where, When, Why, and
How of Agents, 3
Why Agent Based Modeling and Simulation
Is Needed Now, 4
The Foundation of ABMS, 5
Why ABMS Is Useful, Usable, and
Used, 6
How ABMS Works: An Overview, 8
Incremental Discovery, Design, and
Development, 8
How This Book Is Organized, 8
Case Studies, 9
Note, 9
References, 9
Chapter 2: The ABMS Paradigm, 11
Parts Make the Whole, 11
The Two Fundamental Types
of Models, 11
Nondeterminism, 13
The Cycle of Innovation, 14
Other Angles on Nondeterminism, 16
Choosing Behaviors to Model, 17
The Spectrum of Model Uses, 18
Discovering That the Whole Is Greater
Than the Parts, 22
Summary, 22
Note, 23
References, 23
Chapter 3: Agents Up Close, 24
Agents: An Overview, 24
Agent Attributes, 24
Agent Behaviors, 27
Simple Agents or Proto Agents, 27
Complex Agents, 31
A Market Example, 41
Discover, Design, and Develop, 43
Notes, 43
References, 43
x CONTENTS
Chapter 4: The Roots of ABMS, 45
ABMS in Context, 45
Historical Roots, 45
Complexity Science, 46
The Diffusion of ABMS, 55
Plectics Redux, 56
References, 56
Chapter 5: The Role of ABMS, 59
The Big Picture of Modeling and
Simulation for Business Applications, 60
A Supply Chain Example, 63
A Survey of Modeling Approaches, 66
When to Use Agents?, 93
Blended Modeling Approaches, 93
Summary, 94
Note, 95
References, 95
Chapter 6: Discovering Agents and Agent
Behaviors, 97
Agents Are What They Do, 97
Social Agents, 97
Examples of Behavioral Theories, 97
Agent Diversity, 101
Other Agents, 101
Multi Agent Systems, 101
Artificial Intelligence, 102
Discovering Agents, 102
Discovering Agent Behaviors, 102
A Market Example, 112
Acting Up, 114
References, 114
Chapter 7: Office ABMS, 116
In the Office, 116
Progressive Development, 116
Prototyping, 116
ABMS Environments, 117
The Four Model Growth Paths, 117
Leveraging Change, 118
Returning to the Questions, 121
Office ABMS Architectures, 122
The Office ABMS Continuum, 123
Examples, 126
Back at the Office, 128
Notes, 128
References, 128
Chapter 8: How to Do Desktop ABMS, 130
ABMS on the Desktop, 130
Agent Spreadsheets, 130
Dedicated ABMS Prototyping
Environments, 161
A Market Example, 171
Summary, 182
Notes, 182
References, 182
Chapter 9: How to Do Participatory
ABMS, 183
Live and In Person!, 183
The Start of It All, 183
Strengths and Weaknesses, 184
Developing Strong Minds, 186
Turning Over Rocks, 187
Details, Details, Details, 187
A Market Example, 190
Summary, 194
Note, 194
References, 194
Chapter 10: How to Do Large Scale
ABMS, 195
From Desktops on Up, 195
Features Galore!, 195
Current Toolkits, 206
The Large Scale Modeling Life Cycle, 209
Designing Large Scale Models for Use, 210
Agent Patterns and Antipatterns, 215
Examples, 217
Summary, 219
Notes, 219
References, 219
Chapter 11: ABMS Verification and
Validation, 221
V V Overview, 221
Verification, 222
Validation, 226
Related Aspects of V V, 231
Summary, 233
References, 233
Chapter 12: A Visual Approach to Data
Collection and Cleaning, 235
Tasty Morsels, 235
The Fact Food Pyramid, 235
A Model Diet, 239
Marshmallows and Campfire Stories, 239
Cooking Times Vary, 240
Data Quality, 241
CONTENTS xi
A Recipe for Success, 248
Dinner Is Served, 253
A Market Example, 258
Summary, 259
References, 260
Chapter 13: Understanding and Presenting
ABMS Results, 261
Analyzing ABMS Results, 261
Presenting ABMS Results, 278
Seven Steps, 282
Notes, 282
References, 282
Chapter 14: ABMS Project
Management, 283
The ABMS Business Function, 283
The Fundamentals, 283
Project Goals, 284
Stopping Mission Creep, 284
Champions, 285
The Domain Skills Pyramid, 285
ABMS Project Structures, 286
The ABMS Business Process, 292
Growing Up, 296
References, 297
Chapter 15: Rising to the Challenge, 298
The Who, What, Where, When, Why, and
How of Agents, 298
Useful, Usable, and Used, 299
Index, 303 |
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| any_adam_object_boolean | 1 |
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| id | DE-604.BV022587217 |
| illustrated | Illustrated |
| index_date | 2024-07-02T18:17:08Z |
| indexdate | 2024-07-20T07:52:45Z |
| institution | BVB |
| isbn | 0195172116 9780195172119 |
| language | English |
| lccn | 2005015235 |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-015793391 |
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| physical | xi, 313 Seiten Illustrationen, Diagramme |
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| spelling | North, Michael J. 1969- Verfasser (DE-588)140847049 aut Managing business complexity discovering strategic solutions with agent-based modeling and simulation Michael J. North and Charles M. Macal Oxford ; New York Oxford University Press [2007] xi, 313 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Includes bibliographical references and index Kunstmatige intelligentie gtt Management informatiesystemen gtt Simulatiemodellen gtt Management information systems Distributed artificial intelligence Strategisches Management (DE-588)4124261-0 gnd rswk-swf Verteilte künstliche Intelligenz (DE-588)4281805-9 gnd rswk-swf Managementinformationssystem (DE-588)4074518-1 gnd rswk-swf Managementinformationssystem (DE-588)4074518-1 s Verteilte künstliche Intelligenz (DE-588)4281805-9 s Strategisches Management (DE-588)4124261-0 s DE-604 Macal, Charles M. Verfasser (DE-588)17010866X aut http://www.loc.gov/catdir/toc/ecip0514/2005015235.html Table of contents http://www.loc.gov/catdir/enhancements/fy0723/2005015235-d.html Publisher description http://www.loc.gov/catdir/enhancements/fy0723/2005015235-b.html Contributor biographical information HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015793391&sequence=000006&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | North, Michael J. 1969- Macal, Charles M. Managing business complexity discovering strategic solutions with agent-based modeling and simulation Kunstmatige intelligentie gtt Management informatiesystemen gtt Simulatiemodellen gtt Management information systems Distributed artificial intelligence Strategisches Management (DE-588)4124261-0 gnd Verteilte künstliche Intelligenz (DE-588)4281805-9 gnd Managementinformationssystem (DE-588)4074518-1 gnd |
| subject_GND | (DE-588)4124261-0 (DE-588)4281805-9 (DE-588)4074518-1 |
| title | Managing business complexity discovering strategic solutions with agent-based modeling and simulation |
| title_auth | Managing business complexity discovering strategic solutions with agent-based modeling and simulation |
| title_exact_search | Managing business complexity discovering strategic solutions with agent-based modeling and simulation |
| title_exact_search_txtP | Managing business complexity discovering strategic solutions with agent-based modeling and simulation |
| title_full | Managing business complexity discovering strategic solutions with agent-based modeling and simulation Michael J. North and Charles M. Macal |
| title_fullStr | Managing business complexity discovering strategic solutions with agent-based modeling and simulation Michael J. North and Charles M. Macal |
| title_full_unstemmed | Managing business complexity discovering strategic solutions with agent-based modeling and simulation Michael J. North and Charles M. Macal |
| title_short | Managing business complexity |
| title_sort | managing business complexity discovering strategic solutions with agent based modeling and simulation |
| title_sub | discovering strategic solutions with agent-based modeling and simulation |
| topic | Kunstmatige intelligentie gtt Management informatiesystemen gtt Simulatiemodellen gtt Management information systems Distributed artificial intelligence Strategisches Management (DE-588)4124261-0 gnd Verteilte künstliche Intelligenz (DE-588)4281805-9 gnd Managementinformationssystem (DE-588)4074518-1 gnd |
| topic_facet | Kunstmatige intelligentie Management informatiesystemen Simulatiemodellen Management information systems Distributed artificial intelligence Strategisches Management Verteilte künstliche Intelligenz Managementinformationssystem |
| url | http://www.loc.gov/catdir/toc/ecip0514/2005015235.html http://www.loc.gov/catdir/enhancements/fy0723/2005015235-d.html http://www.loc.gov/catdir/enhancements/fy0723/2005015235-b.html http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015793391&sequence=000006&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT northmichaelj managingbusinesscomplexitydiscoveringstrategicsolutionswithagentbasedmodelingandsimulation AT macalcharlesm managingbusinesscomplexitydiscoveringstrategicsolutionswithagentbasedmodelingandsimulation |