Self-evolvable systems: machine learning in social media
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| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Berlin ; Heidelberg
Springer
2012
|
| Series: | Understanding complex systems
Springer complexity |
| Subjects: | |
| Online Access: | Inhaltstext Inhaltsverzeichnis |
| Item Description: | Literaturangaben |
| Physical Description: | XX, 275 S. graph. Darst. 25 cm |
| ISBN: | 9783642288814 3642288812 |
Staff View
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Record in the Search Index
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IMAGE 1
CONTENTS
PREFACE VII
LIST OF FIGURES XV
LIST OF TABLES XIX
ABBREVIATIONS XXI
1 INTRODUCTION 1
1.1 SELF-EVOLVABLE SYSTEMS TO MANAGE COMPLEXITY 1
1.2 SELF-PROPERTIES 4
1.3 CHALLENGES AND LIMITATIONS 8
REFERENCES 12
2 GENERAL FRAMEWORK 15
2.1 CATEGORIES AND CLOSURE 15
2.2 GENERAL P S M FRAMEWORK 19
2.3 SELF-INTEGRATIVE CLOSURE 2 2
2.4 P S M AND POLYCATEGORIES 2 5
REFERENCES 2 8
3 DIFFERENTIAL MODELS 31
3.1 CYCLIC FRAMEWORK 31
3.2 FIRST ORDER W A V E EQUATION 3 5
3.3 KINETIC MODEL 3 7
3.4 DIFFERENTIAL POSETS 3 9
3.5 DOUBLING AND CONTRACTING 4 3
3.6 H O P F ALGEBRAS 4 5
3.7 DIFFERENTIAL CATEGORIES 4 8
REFERENCES 5 2
4 INFORMATIONAL CRITERIA 55
4.1 INFORMATIONAL ENTROPY 5 5
4.2 ENTROPY CRITERIA FOR SELF-EVOLVABILITY 5 8
REFERENCES 6 3
5 SELF-EVOLVABILITY FOR PHYSICAL AND CHEMICAL SYSTEMS 65
5.1 SEPARATION SCHEMAS 6 5
5.2 SYMMETRIC TREES FOR SEPARATION 6 8
HTTP://D-NB.INFO/1019948140
IMAGE 2
XII C O N T E N T S
5.3 DUAL GRADED GRAPHS FOR SEPARATION 7 2
5.4 TAMARI LATTICES FOR PROCESS SYNTHESIS 7 4
5.5 CYCLIC OPERATIONS O F SEPARATION 7 7
5.6 DIFFERENTIAL MODEL FOR PROCESS SCHEDULING 7 9
5.7 SELF-EVOLVABILITY FOR CIRCUITS 8 4
5.8 EMBEDDED DESIGNS 87
5.9 ELECTROCHEMICAL FILAMENTS CIRCUITS 9 0
5.10 DENDRITIC GROWTH 9 2
5.11 SELF-EVOLVABLE ANTENNAS 9 6
REFERENCES 9 8
6 SELF-EVOLVABILITY FOR BIOSYSTEMS 101
6.1 HYPERCUBE FOR GENETIC CODE 101
6.2 ENTROPY CRITERIA FOR GENETIC C O D E 107
6.3 HYPERCYCLES 110
6.4 SEQUENCE SPACE 114
6.5 SELF-FABRICATION 117
6.6 NK-MODEL FOR BIOSYSTEMS 119
6.7 K-SET MODEL 124
6.8 AUTONOMIC COMPUTING 128
6.9 ORGANIC COMPUTING 131
REFERENCES 133
7 SELF-EVOLVABILITY FOR COGNITIVE SYSTEMS 135
7.1 DEVELOPMENTAL STAGES 135
7.2 LOGICAL POLYTOPE 137
7.3 RELATIONAL COMPLEXITY 138
7.4 EXPLANATORY LEVELS WITH N-CATEGORIES 141
7.5 L I S A 143
7.6 L I D A 146
7.7 PHYSARUM COMPUTING SYSTEMS 152
REFERENCES 154
8 CONTROL SYSTEMS 157
8.1 SELF-EVOLVABLE CONTROL SYSTEMS 157
8.2 SELF-EVOLVABLE ROBOTS 159
8.3 SELF-FUNCTIONING SYSTEMS 161
8.4 SELF-ADAPTIVE AND SELF-ORGANIZING SYSTEMS 164
8.5 ARCHITECTURE O F EVALUATION SYSTEM 166
8.6 CONTROL ARCHITECTURE AND ENTROPY 168
8.7 INTERCONNECTIONS 171
REFERENCES 173
9 MANUFACTURING SYSTEMS 175
9.1 VIABLE SYSTEMS MODELS 175
9.2 SELF-EVOLVABLE MANUFACTURING SYSTEMS 177
9.3 SELF-RECONFIGURABLE SYSTEMS STRUCTURE 183
IMAGE 3
CONTENTS XIII
9.4 NK-MODEL FOR MANUFACTURING 185
9.5 ENTROPY FOR SUPPLY CHAIN NETWORKS 189
REFERENCES 191
10 CONCEPT LATTICES 193
10.1 GALOIS LATTICES 193
10.2 POLYADIC CONTEXT ANALYSIS 196
10.3 TEMPORAL CONCEPT ANALYSIS 2 0 0
10.4 O L A P AND LATTICES 201
10.5 COMPUTATIONAL BIOCHEMISTRY 2 0 4
10.6 EMERGENT PHYSARUM COMPUTING SYSTEMS 2 0 8
10.7 HIERARCHICAL CLASSES ANALYSIS 2 0 9
REFERENCES 2 1 4
11 DESIGN OF EXPERIMENTS 217
11.1 CONVECTION MODEL 2 1 7
11.2 LATIN HYPERCUBES 2 2 0
11.3 SELF-EVOLVABLE D O E FRAMES 221
11.4 MULTI-LEVEL DATA ANALYSIS 2 2 6
11.5 PHARMACEUTICAL SYSTEMS 2 3 0
11.6 LIBRARY DESIGN BY ENTROPY CRITERIA 2 3 3
11.7 SELF-EVOLVABLE EXPERIMENTATION SYSTEMS 2 3 6
REFERENCES 2 3 8
12 PERSPECTIVES 239
12.1 SELFDISCIPLINARITY 2 3 9
12.2 T H E GLASS BEAD G A M E 2 4 3
12.3 POLYTOPE PROJECT 2 4 5
12.3.1 CONCEPTS AND I T 2 4 5
12.3.2 ARCHITECTURE 2 5 0
12.3.3 APPLICATIONS 2 5 5
REFERENCES 2 5 6
APPENDICES 259
APPENDIX 1 N-CATEGORIES 2 5 9
APPENDIX 2 OPERADS 261
APPENDIX 3 REWRITING 2 6 2
APPENDIX 4 POLYCATEGORIES 2 6 4
INDEX 271 |
| any_adam_object | 1 |
| author | Iordache, Octavian |
| author_facet | Iordache, Octavian |
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| dewey-raw | 003.7 |
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| discipline | Allgemeines Informatik |
| format | Book |
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| spelling | Iordache, Octavian Verfasser aut Self-evolvable systems machine learning in social media Octavian Iordache Berlin ; Heidelberg Springer 2012 XX, 275 S. graph. Darst. 25 cm txt rdacontent n rdamedia nc rdacarrier Understanding complex systems Springer complexity Literaturangaben Komplexes System (DE-588)4114261-5 gnd rswk-swf Adaptives System (DE-588)4247928-9 gnd rswk-swf Komplexes System (DE-588)4114261-5 s Adaptives System (DE-588)4247928-9 s DE-604 Erscheint auch als Online-Ausgabe Self-Evolvable Systems X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=3981587&prov=M&dok_var=1&dok_ext=htm Inhaltstext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025489566&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Iordache, Octavian Self-evolvable systems machine learning in social media Komplexes System (DE-588)4114261-5 gnd Adaptives System (DE-588)4247928-9 gnd |
| subject_GND | (DE-588)4114261-5 (DE-588)4247928-9 |
| title | Self-evolvable systems machine learning in social media |
| title_auth | Self-evolvable systems machine learning in social media |
| title_exact_search | Self-evolvable systems machine learning in social media |
| title_full | Self-evolvable systems machine learning in social media Octavian Iordache |
| title_fullStr | Self-evolvable systems machine learning in social media Octavian Iordache |
| title_full_unstemmed | Self-evolvable systems machine learning in social media Octavian Iordache |
| title_short | Self-evolvable systems |
| title_sort | self evolvable systems machine learning in social media |
| title_sub | machine learning in social media |
| topic | Komplexes System (DE-588)4114261-5 gnd Adaptives System (DE-588)4247928-9 gnd |
| topic_facet | Komplexes System Adaptives System |
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