Emergence: from chaos to order
Gespeichert in:
1. Verfasser: | |
---|---|
Format: | Buch |
Sprache: | English |
Veröffentlicht: |
Oxford [u.a.]
Oxford Univ. Press
2000
|
Ausgabe: | 1. issued as an Oxford Univ. Press paperback |
Schlagworte: | |
Online-Zugang: | Inhaltsverzeichnis |
Beschreibung: | Hier auch später erschienene, unveränderte Nachdrucke |
Beschreibung: | XIII, 258 S. graph. Darst. |
ISBN: | 0192862111 9780192862112 |
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Datensatz im Suchindex
_version_ | 1804138655969705984 |
---|---|
adam_text | Contents
List of
Illustrations
ix
Preface
xi
1.
Before He Proceed
1
Where Are We Going?
3
Models
10
What Stands in the Way?
12
Getting On with It
13
Mathematical Notation
15
2.
Games and Numbers
16
Beginnings
16
Checkersplaying and Neural Networks
18
Mysteries and Deeper Mysteries
21
Board Games and Rules
22
Numbers
23
Building Blocks
24
Computer-Based Models
26
Ї.
Haps,
бате Ліеощ.
and Computer-Based Nodeling
ге
Game Theory
33
States
33
Tree of Moves
34
Strategies
38
Emergence
—
A First Look
42
Dynamic Models
45
Computer-Based Models
—
A Closer Look
50
i
Сђескек*
S3
Why It s Difficult to Become a King
54
What Samuel Did about It
56
Il
■
CONTENTS
Valuing Moves
59
From Valuation to Strategy
62
A Learning Procedure
62
Making the Learning Procedure Work
65
Cautions
67
Emergent Consequences of Weight Changing
68
Subgoals
69
Anticipating the Opponent
70
Toward Minimax
71
Bootstrapping
72
Lookahead
72
Summing Up
75
Generated Complexity
76
Learning without Immediate Reward
77
Credit to Stage-Setting Actions
78
Modeling Other Agents
79
5.
leural Nets
81
Some Facts about Neurons
83
Modeling Neurons
86
Networks of Fixed Threshold Neurons
88
Differences and Limitations
90
More Facts about Neurons
91
Time-Varying Thresholds
92
Fatigue
93
Changes in Synapse Weights
94
Networks with Cycles
95
Indefinite Memory
96
Looking at Triangles
—
An Example
101
Organization of the Model
101
Emergent Behavior
103
Summing Up
109
Comparisons
112
Onward
113
Б.
Ternaria
tail Setting US
Agent-Based Models
116
Enter the Computer
118
CONTENTS
vii
Emergence
and Nonlinearity
121
Requirements for a General Setting
122
7.
Constrained Generating Procedures
125
Mechanisms
129
Interactions and Linkage
132
Cellular Automata as Cgp s
136
A Simple Cellular Automaton
138
Gliders
139
Lessons about Emergence
141
8.
Samuel s Checkersplau.er and Ottier Models as Cgp
s
143
Samuel s Checkersplayer
144
Signaling between Agents
148
Standing Back
152
Central Nervous System Models
154
Copycat
157
9. Variation 161
Cgp s with Variable Geometry
162
Tags
163
Standard Descriptions
164
Generalizing the Current-Components list
167
Mechanisms as Processors
170
Summing Up
171
Examples
173
Making a Cgp into a General-Purpose Computer
173
Making a Cg(> into a Cellular Automaton
175
Billiard Balls and Hot Gases
177
Genetic Algorithms and Cgp-v
182
Lessons about Emergence
184
Computational Equivalence
184
Levels of Description
185
10.
Levels of Description and Reduction
188
Levels
190
How to Tile a Cellular Automaton
194
Defining a Tiled Automaton
195
viii
CONTENTS
Reducing a Tiled Automaton
196
Macrolaws Derived from Conway s Automaton
197
1!.
Metaphor and Innovation SOB
Innovation and Creation in the Sciences
204
Metaphor—A First Look
207
Relations between Metaphor and Model
209
Cultivating Innovation
210
Practice
211
Selection of Building Blocb
212
Exploring Larger Patterns
214
In Brief
217
Poetry and Physics
218
12.
Closing
221
Closing as a Summing Up
221
Basic Concepts
222
Recapitulation
225
Closing as a Way Station
231
Mathematical Obstacles
232
Cognitive Obstacles
232
A Mental Obstacle: The End of Science
233
Synthesis
235
Emergence
—
Next Steps
238
Emergence
—
Horizons
240
Models as Guides
241
Control and Prediction
243
Innovation and Creation
244
Emergence
—
Far Horizons
246
References
249
Index
252
|
any_adam_object | 1 |
author | Holland, John H. 1929-2015 |
author_GND | (DE-588)141518499 |
author_facet | Holland, John H. 1929-2015 |
author_role | aut |
author_sort | Holland, John H. 1929-2015 |
author_variant | j h h jh jhh |
building | Verbundindex |
bvnumber | BV035340045 |
classification_rvk | MB 2500 SK 860 |
ctrlnum | (OCoLC)255579329 (DE-599)BVBBV035340045 |
dewey-full | 003.85 |
dewey-hundreds | 000 - Computer science, information, general works |
dewey-ones | 003 - Systems |
dewey-raw | 003.85 |
dewey-search | 003.85 |
dewey-sort | 13.85 |
dewey-tens | 000 - Computer science, information, general works |
discipline | Informatik Politologie Mathematik |
edition | 1. issued as an Oxford Univ. Press paperback |
format | Book |
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id | DE-604.BV035340045 |
illustrated | Illustrated |
indexdate | 2024-07-09T21:31:39Z |
institution | BVB |
isbn | 0192862111 9780192862112 |
language | English |
oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-017144349 |
oclc_num | 255579329 |
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owner_facet | DE-703 DE-19 DE-BY-UBM DE-384 DE-473 DE-BY-UBG |
physical | XIII, 258 S. graph. Darst. |
publishDate | 2000 |
publishDateSearch | 2000 |
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publisher | Oxford Univ. Press |
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spelling | Holland, John H. 1929-2015 Verfasser (DE-588)141518499 aut Emergence from chaos to order John H. Holland 1. issued as an Oxford Univ. Press paperback Oxford [u.a.] Oxford Univ. Press 2000 XIII, 258 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Hier auch später erschienene, unveränderte Nachdrucke Künstliche Intelligenz Mathematisches Modell Artificial intelligence Mathematical models Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Komplexitätstheorie (DE-588)4120591-1 gnd rswk-swf Chaotisches System (DE-588)4316104-2 gnd rswk-swf Mathematisches Modell (DE-588)4114528-8 gnd rswk-swf Chaostheorie (DE-588)4009754-7 gnd rswk-swf Spieltheorie (DE-588)4056243-8 gnd rswk-swf Naturwissenschaften (DE-588)4041421-8 gnd rswk-swf Neuronales Netz (DE-588)4226127-2 gnd rswk-swf Spieltheorie (DE-588)4056243-8 s Mathematisches Modell (DE-588)4114528-8 s Neuronales Netz (DE-588)4226127-2 s DE-604 Naturwissenschaften (DE-588)4041421-8 s Chaotisches System (DE-588)4316104-2 s 1\p DE-604 Künstliche Intelligenz (DE-588)4033447-8 s 2\p DE-604 Chaostheorie (DE-588)4009754-7 s 3\p DE-604 Komplexitätstheorie (DE-588)4120591-1 s 4\p DE-604 Digitalisierung UB Bayreuth application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017144349&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 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 3\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 4\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
spellingShingle | Holland, John H. 1929-2015 Emergence from chaos to order Künstliche Intelligenz Mathematisches Modell Artificial intelligence Mathematical models Künstliche Intelligenz (DE-588)4033447-8 gnd Komplexitätstheorie (DE-588)4120591-1 gnd Chaotisches System (DE-588)4316104-2 gnd Mathematisches Modell (DE-588)4114528-8 gnd Chaostheorie (DE-588)4009754-7 gnd Spieltheorie (DE-588)4056243-8 gnd Naturwissenschaften (DE-588)4041421-8 gnd Neuronales Netz (DE-588)4226127-2 gnd |
subject_GND | (DE-588)4033447-8 (DE-588)4120591-1 (DE-588)4316104-2 (DE-588)4114528-8 (DE-588)4009754-7 (DE-588)4056243-8 (DE-588)4041421-8 (DE-588)4226127-2 |
title | Emergence from chaos to order |
title_auth | Emergence from chaos to order |
title_exact_search | Emergence from chaos to order |
title_full | Emergence from chaos to order John H. Holland |
title_fullStr | Emergence from chaos to order John H. Holland |
title_full_unstemmed | Emergence from chaos to order John H. Holland |
title_short | Emergence |
title_sort | emergence from chaos to order |
title_sub | from chaos to order |
topic | Künstliche Intelligenz Mathematisches Modell Artificial intelligence Mathematical models Künstliche Intelligenz (DE-588)4033447-8 gnd Komplexitätstheorie (DE-588)4120591-1 gnd Chaotisches System (DE-588)4316104-2 gnd Mathematisches Modell (DE-588)4114528-8 gnd Chaostheorie (DE-588)4009754-7 gnd Spieltheorie (DE-588)4056243-8 gnd Naturwissenschaften (DE-588)4041421-8 gnd Neuronales Netz (DE-588)4226127-2 gnd |
topic_facet | Künstliche Intelligenz Mathematisches Modell Artificial intelligence Mathematical models Komplexitätstheorie Chaotisches System Chaostheorie Spieltheorie Naturwissenschaften Neuronales Netz |
url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017144349&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
work_keys_str_mv | AT hollandjohnh emergencefromchaostoorder |