Distributed machine learning:
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | German English |
| Published: |
Sankt Augustin
Infix
1995
|
| Series: | Dissertationen zur künstlichen Intelligenz
75 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Zugl.: München, Techn. Univ., Diss., 1994 |
| Physical Description: | XIV, 125 S. |
| ISBN: | 3929037750 |
Staff View
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| 245 | 1 | 0 | |a Distributed machine learning |c Gerhard Weiss |
| 264 | 1 | |a Sankt Augustin |b Infix |c 1995 | |
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| 337 | |b n |2 rdamedia | ||
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| 490 | 1 | |a Dissertationen zur künstlichen Intelligenz |v 75 | |
| 500 | |a Zugl.: München, Techn. Univ., Diss., 1994 | ||
| 650 | 7 | |a Gedistribueerde gegevensverwerking |2 gtt | |
| 650 | 7 | |a Machine-learning |2 gtt | |
| 650 | 7 | |a Neurale netwerken |2 gtt | |
| 650 | 4 | |a Distributed artificial intelligence | |
| 650 | 4 | |a Machine learning | |
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Record in the Search Index
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| adam_text |
TABLE
OF
CONTENTS
ABSTRACT
.
I
ZUSAMMENFASSUNG
.
III
ACKNOWLEDGEMENTS
.
V
LIST
OF
TABLES
.
IX
LIST
OF
FIGURES
.
XI
LIST
OF
ABBREVIATIONS
.
XIII
I
INTRODUCTION
.
1
1
THE
PROBLEM
ADDRESSED
.
3
2
RESEARCH
OBJECTIVE,
METHODOLOGY,
AND
RELATED
WORK
.
5
3
DISSERTATION
OVERVIEW
.
7
II
FOUNDATIONS
.
11
4
CENTRALIZED
AND
DISTRIBUTED
MACHINE
LEARNING
.
13
5
DISTRIBUTED
LEARNING
SYSTEMS
IN
AI
.
19
5.1
ARTIFICIAL
NEURAL
NETWORKS
.
19
5.2
RULE-BASED
SYSTEMS
(CLASSIFIER
SYSTEMS)
.
21
5.3
MULTI-AGENT
SYSTEMS
.
27
6
PRINCIPLES
OF
DISTRIBUTED
MACHINE
LEARNING
.
31
6.1
THE
PRINCIPLE
OF
ACTION-ORIENTED
LEARNING
.
31
6.2
THE
PRINCIPLE
OF
ORGANIZATIONAL
LEARNING
.
32
III
DISTRIBUTED
ACTION-ORIENTED
LEARNING
.
35
7
REALIZATION
IN
ARTIFICIAL
NEURAL
NETWORKS
.
37
8
REALIZATION
IN
RULE-BASED
SYSTEMS
.
39
8.1
THE
ALGORITHMS
ABB1,
ABB2
AND
APSP
.
39
8.1.1
MOTIVATION
.
39
XII
8.1.2
DESCRIPTION
.
40
8.1.3
ANALYSIS
.
44
8.2
CHAPTER
SUMMARY
AND
DISCUSSION
.
56
9
REALIZATION
IN
MULTI-AGENT
SYSTEMS
.
59
9.1
THE
ALGORITHMS
ACE
AND
AGE
.
59
9.1.1
MOTIVATION
.
59
9.1.2
DESCRIPTION
.
61
9.1.3
ANALYSIS
.
64
9.2
CHAPTER
SUMMARY
AND
DISCUSSION
.
68
IV
DISTRIBUTED
ORGANIZATIONAL
LEARNING
.
71
10
REALIZATION
IN
ARTIFICIAL
NEURAL
NETWORKS
.
73
11
REALIZATION
IN
RULE-BASED
SYSTEMS
.
79
11.1
THE
ALGORITHM
HCA
.
79
11.1.1
MOTIVATION
.
79
11.1.2
DESCRIPTION
.
80
11.1.3
ANALYSIS
.
83
11.2
CHAPTER
SUMMARY
AND
DISCUSSION
.
88
12
REALIZATION
IN
MULTI-AGENT
SYSTEMS
.
91
12.1
THE
ALGORITHM
DFG
.
91
12.1.1
MOTIVATION
.
91
12.1.2
DESCRIPTION
.
92
12.1.3
ANALYSIS
.
97
12.2
CHAPTER
SUMMARY
AND
DISCUSSION
.
104
V
CONCLUSIONS
.
107
13
SUMMARY,
MAIN
CONTRIBUTIONS,
AND
DISCUSSION
.
109
14
RESEARCH
DIRECTIONS
.
113
BIBLIOGRAPHY
.
115
KEYWORD
INDEX
.
127 |
| any_adam_object | 1 |
| author | Weiß, Gerhard |
| author_facet | Weiß, Gerhard |
| author_role | aut |
| author_sort | Weiß, Gerhard |
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| ctrlnum | (OCoLC)35523670 (DE-599)BVBBV010001602 |
| discipline | Informatik |
| format | Book |
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| genre_facet | Hochschulschrift |
| id | DE-604.BV010001602 |
| illustrated | Not Illustrated |
| indexdate | 2024-08-13T00:29:36Z |
| institution | BVB |
| isbn | 3929037750 |
| language | German English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-006630682 |
| oclc_num | 35523670 |
| open_access_boolean | |
| owner | DE-29T DE-91G DE-BY-TUM |
| owner_facet | DE-29T DE-91G DE-BY-TUM |
| physical | XIV, 125 S. |
| publishDate | 1995 |
| publishDateSearch | 1995 |
| publishDateSort | 1995 |
| publisher | Infix |
| record_format | marc |
| series | Dissertationen zur künstlichen Intelligenz |
| series2 | Dissertationen zur künstlichen Intelligenz |
| spelling | Weiß, Gerhard Verfasser aut Distributed machine learning Gerhard Weiss Sankt Augustin Infix 1995 XIV, 125 S. txt rdacontent n rdamedia nc rdacarrier Dissertationen zur künstlichen Intelligenz 75 Zugl.: München, Techn. Univ., Diss., 1994 Gedistribueerde gegevensverwerking gtt Machine-learning gtt Neurale netwerken gtt Distributed artificial intelligence Machine learning Neuronales Netz (DE-588)4226127-2 gnd rswk-swf Verteiltes System (DE-588)4238872-7 gnd rswk-swf Mehragentensystem (DE-588)4389058-1 gnd rswk-swf Produktionsregelsystem (DE-588)4258171-0 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Maschinelles Lernen (DE-588)4193754-5 s Verteiltes System (DE-588)4238872-7 s DE-604 Produktionsregelsystem (DE-588)4258171-0 s Neuronales Netz (DE-588)4226127-2 s Mehragentensystem (DE-588)4389058-1 s Dissertationen zur künstlichen Intelligenz 75 (DE-604)BV005345280 75 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=006630682&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Weiß, Gerhard Distributed machine learning Dissertationen zur künstlichen Intelligenz Gedistribueerde gegevensverwerking gtt Machine-learning gtt Neurale netwerken gtt Distributed artificial intelligence Machine learning Neuronales Netz (DE-588)4226127-2 gnd Verteiltes System (DE-588)4238872-7 gnd Mehragentensystem (DE-588)4389058-1 gnd Produktionsregelsystem (DE-588)4258171-0 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| subject_GND | (DE-588)4226127-2 (DE-588)4238872-7 (DE-588)4389058-1 (DE-588)4258171-0 (DE-588)4193754-5 (DE-588)4113937-9 |
| title | Distributed machine learning |
| title_auth | Distributed machine learning |
| title_exact_search | Distributed machine learning |
| title_full | Distributed machine learning Gerhard Weiss |
| title_fullStr | Distributed machine learning Gerhard Weiss |
| title_full_unstemmed | Distributed machine learning Gerhard Weiss |
| title_short | Distributed machine learning |
| title_sort | distributed machine learning |
| topic | Gedistribueerde gegevensverwerking gtt Machine-learning gtt Neurale netwerken gtt Distributed artificial intelligence Machine learning Neuronales Netz (DE-588)4226127-2 gnd Verteiltes System (DE-588)4238872-7 gnd Mehragentensystem (DE-588)4389058-1 gnd Produktionsregelsystem (DE-588)4258171-0 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | Gedistribueerde gegevensverwerking Machine-learning Neurale netwerken Distributed artificial intelligence Machine learning Neuronales Netz Verteiltes System Mehragentensystem Produktionsregelsystem Maschinelles Lernen Hochschulschrift |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=006630682&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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