Embedded automation in human-agent environment:
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2011
|
| Schriftenreihe: | Adaptation, learning, and optimization
10 |
| Schlagworte: | |
| Online-Zugang: | Inhaltstext Inhaltsverzeichnis |
| Beschreibung: | Literaturangaben |
| Beschreibung: | XX, 209 S. Ill., graph. Darst. 25 cm |
| ISBN: | 9783642226755 3642226752 |
Internformat
MARC
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| 100 | 1 | |a Tweedale, Jeffrey W. |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Embedded automation in human-agent environment |c Jeffrey W. Tweedale and Lakhmi C. Jain |
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Datensatz im Suchindex
| _version_ | 1805146083439935488 |
|---|---|
| adam_text |
IMAGE 1
CONTENTS
INTRODUCTION TO EMBEDDED AUTOMATION 1
1 . 1 INTRODUCTION 1
1.2 CHALLENGES 1
1.3 APPROACH 2
1.4 OUTLINE OF BOOK 2
1.5 WAY FORWARD 5
1.6 DEFINITIONS 6
1.6.1 THE SOFTWARE EVOLUTION 6
1.6.2 GRAMMAR 7
1.6.3 PROGRAM LANGUAGES 8
1.6.4 PROGRAMMING STYLES 9
1.6.5 TOP DOWN (FORMAL) 10
1.6.6 BOTTOM UP (OOPS) 10
1.6.7 DYNAMIC FUNCTIONALITY 11
1.6.8 CONTEXT SWITCHING II
1.6.9 THE JAVA LANGUAGE 12
INNOVATION IN MODERN ARTIFICIAL INTELLIGENCE 15
2.1 BACKGROUND OF ARTIFICIAL INTELLIGENCE 15
2.1.1 MODERN ARTIFICIAL INTELLIGENCE 18
2.1.2 THE PROBLEM SPACE 19
2.1.3 SOFTWARE AGENTS 20
2.2 AGENT-BASED COMPUTING 21
2.3 AGENT CATEGORIES AND ARCHITECTURES 23
2.3.1 MULTI-AGENT SYSTEMS 24
2.3.2 AGENT TEAMS 26
2.3.3 INTELLIGENT AGENTS 28
2.3.4 JACK INTELLIGENT AGENTS 28
2.3.5 COLLABORATING AGENTS FOR SIMULATING TEAMWORK 29 2.4 BLACKBOARD
MODEL 30
BIBLIOGRAFISCHE INFORMATIONEN HTTP://D-NB.INFO/1012996336
DIGITALISIERT DURCH
IMAGE 2
X CONTENTS
3 RESEARCH DIRECTIONS IN AUTOMATION 33
3.1 A KNOWLEDGE BASED APPROACH 33
3.2 ASSUMPTIONS 34
3.3 KNOWLEDGE REPRESENTATION 35
3.4 HUMAN FACTORS 37
3.5 DECISION SUPPORT SYSTEMS 38
3.6 AI IN DECISION MAKING 39
3.7 INTELLIGENT DECISION SUPPORT SYSTEMS 39
3.8 OBSERVE-ORIENT-DECIDE-ACT LOOP 41
3.9 HUMAN-AGENT TEAMING 42
3.10 THE HUMAN CENTRIC APPROACH 43
3.11 AGENT-HUMAN COORDINATION 45
3.12 THE NEXT GENERATION 46
4 AGENT SYSTEM FRAMEWORKS 49
4.1 THE COMPUTING EVOLUTION 49
4.2 MILESTONES WITHIN COMPUTATIONAL INTELLIGENCE 49
4.3 HISTORY OF LOGIC 50
4.4 HOW COMPUTERS EVOLVED 52
4.5 TYPES OF ARCHITECTURE 56
4.6 EXISTING ARCHITECTURES 56
4.7 ARCHITECTURE LIMITATIONS 57
4.8 INTEGRATED SYSTEMS 58
4.9 STEPS TOWARDS NEXT GENERATION 58
4.10 DYNAMIC AGENT CAPABILITY 58
4.11 THE DYNAMIC ARCHITECTURE 59
4.12 OPEN ARCHITECTURE 61
4.13 FUTURE ARCHITECTURES 61
5 AGENT INTEROPERABILITY AND ADAPTATION 63
5.1 SYNTAX AND SEMANTICS 63
5.2 SYSTEM TOPOLOGY 64
5.3 DATA ONTOLOGY 64
5.4 TAXONOMY 64
5.5 OPEN SYSTEMS INTERCONNECTION REFERENCE MODEL 65
5.6 AGENT COMMUNICATION 66
5.6.1 AGENT COMMUNICATION LANGUAGE 67
5.6.2 KNOWLEDGE INTERCHANGE FORMAT 68
5.6.3 KNOWLEDGE QUERY MANIPULATION LANGUAGE 69
5.6.4 FIPA ACL 69
5.6.5 FIPA VERSUS KQML 70
5.6.6 SOAP 70
5.6.7 EXTENSIBLE MARKUP LANGUAGE 71
5.6.8 DARPA AGENT MARKUP LANGUAGE - SERVICES 71
IMAGE 3
CONTENTS XI
5.6.9 WEB-SERVICES DESCRIPTION LANGUAGE 72
5.6.10 FUTURE COMMUNICATIONS STANDARDS 72
6 ENHANCING AUTONOMY 73
6.1 DYNAMIC AGENT COMPONENTS AND COMMUNICATIONS 73
6.2 DESIGN PATTERNS 73
6.3 THREADS 74
6.4 MULTI-THREADED APPLICATIONS 76
6.5 EXAMPLE 76
6.6 COMPONENT TECHNOLOGY 77
6.7 THE AGENT TRANSPORTATION LAYER ADAPTATION SYSTEM 78 6.8 THE TRUST,
NEGOTIATION, COMMUNICATION MODEL 80
6.9 ASSESSING TNC 82
6.9.1 AGENTS THREADS 83
6.9.2 AGENTS MESSAGES 83
6.9.3 FACILITATOR AGENT 83
6.9.4 SCENARIO 84
7 IMPROVING AGENT ARCHITECTURES 87
7.1 BACKGROUND TO AI RESEARCH 88
7.2 EXISTING ARTIFICIAL INTELLIGENCE (AI) RESEARCH 88
7.3 SUMMARY 89
7.4 MICROPROCESSOR ARCHITECTURES 89
7.5 ABSTRACTING SOFTWARE INTO SILICON 90
7.6 AI IN FIELD PROGRAMMABLE GRID OR GATE ARRAYS 91
7.6.1 ANALOG FUZZY LOGIC CONTROLLER 91
7.6.2 A FUZZY LOGIC CONTROL TAXONOMY 91
7.6.3 A FAST DIGITAL FUZZY PROCESSOR 92
7.6.4 BAYESIAN NETWORKS 92
7.6.5 CASE-BASED REASONING SYSTEM 92
7.6.6 VLSI KNOWLEDGE-BASED SYSTEM 93
7.6.7 O(N) NET COMPLEXITY 93
7.7 HARDWARE DIRECTIONS 93
7.8 OPEN ARCHITECTURE 94
7.9 STRUCTURING AGENTS FOR ADAPTATION 94
7.10 DYNAMIC PROGRAMMING 95
7.11 AIPTECHNOLOGY 95
7.12 TRUST 96
7.12.1 HUMAN-COMPUTER TRUST 97
7.12.2 TRUST IN DECISION SUPPORT 98
7.12.3 PLANNER/SCHEDULER 98
7.13 NEGOTIATION 99
7.14 COMMUNICATION 99
7.15 COMPONENT MESSAGING 100
7.16 DISTRIBUTED ARCHITECTURE 100
IMAGE 4
XII CONTENTS
7.17 THE DYNAMIC ARCHITECTURE 101
7.18 MICRO-SIMULATED CAPABILITY 102
8 AGENT ORIENTED PROGRAMMING 105
8.1 DEVELOPING AGENTS 105
8.2 AGENT INTELLIGENCE 106
8.2.1 BUILDING SPIDERS 107
8.2.2 BUILDING BOTS 107
8.2.3 BUILDING AGGREGATORS 108
8.3 AGENT DEVELOPMENT 108
8.3.1 AIGLETS 108
8.3.2 CAST 109
8.3.3 JACK 109
8.3.4 JADE 110
8.3.5 SOAR 110
8.3.6 BUILDING AGENTS I LL
8.4 MOBILITY 112
8.5 COMMUNICATION METHODOLOGY 113
8.6 PASSING CONCEPT 113
8.6.1 PARSING 114
8.7 NASA APPROACH 115
8.7.1 THE PARADIGM SHIFT 115
8.8 OTHER EFFECTS 116
8.9 REMOTE PROCEDURE CALLS 117
8.10 PLATFORM MIGRATION 118
8.11 SERVICE ORIENTED ARCHITECTURE 119
8.12 MODELS 119
8.13 PATTERNS 120
8.14 PROXIES 121
8.15 GENERICS 121
8.16 TECHNOLOGY 121
8.17 THREADS 122
8.18 AGENT PROGRAMMING 123
8.19 REAL-WORLD APPLICATIONS 123
8.20 NEXT 124
9 CREATING AN AGENT FACTORY 125
9.1 WHAT ARE AGENTS 125
9.2 AGENT CAPABILITY 125
9.3 AGENT WRAPPING TECHNOLOGY 126
9.4 WHAT IS JAVA 126
9.5 RECENT JAVA ENHANCEMENTS 127
9.6 THE NEXT RELEASE-JAVA SE7 129
9.7 JAVA MULTI-AGENT SYSTEM (MAS) FRAMEWORK 132
9.8 WHATLS A PID 132
IMAGE 5
CONTENTS XIII
9.9 PARENT CLASS 133
9.10 DYNAMICALLY INSTALLING AGENTS 134
9.11 PROXY CLASSES 135
9.12 DYNAMIC PROXIES 135
9.13 AGENT FACTORIES 135
9.14 TAGGING INTERFACE 136
9.15 LOGGING INTERFACE 138
9.16 COMMUNICATION INTERFACE 138
9.17 MOBILE INTERFACE 138
9.18 OTHER INTERFACES 139
9.19 AGENT TEAM PACKAGE 140
9.20 AGENT FACTORY DESIGN 140
9.21 AGENT FACTORY 141
9.22 WHY AGENTS 143
10 CASE STUDY BACKGROUND - SUDOKU 145
10.1 WHAT IS SUDOKU 145
10.1.1 TERMINOLOGY 146
10.1.2 REPRESENTATION 149
10.1.3 MATHEMATICAL ANALYSIS 150
10.2 PUZZLE THEORY 151
10.3 RULES 151
10.4 STRATEGIES 152
10.5 WALK THROUGH 156
10.6 PUZZLE SOLVERS 158
10.6.1 HEURISTIC SEARCH 159
10.6.2 STOCHASTIC FORCE 159
10.6.3 BRUTE FORCE SEARCH 159
10.6.4 TABU SEARCH 160
10.7 SOLVING SUDOKU USING RECURSION AND BACKTRACKING 160
11 PROBLEM SOLVING WORKSHOP 163
11.1 SUDOKU PUZZLE 163
11.2 PROBLEM SOLVING 164
11.3 SIMPLE GRID DISPLAY 165
11.4 ALGORITHMS 167
11.4.1 CREATE THE MODEL 167
11.4.2 UPDATE ALGORITHM 167
11.4.3 VALUE CHECKING ALGORITHM 168
11.4.4 SOLVE ALGORITHM 168
11.5 USER INTERFACE 169
11.6 SOLUTION TO PUZZLE 169
11.7 JAVA TRANSFORMS 170
IMAGE 6
XIV CONTENTS
11.8 AGENT PROGRAMMING LANGUAGE 171
11.8.1 ATTACH ALGORITHM 172
11.8.2 BASIC AGENT STRUCTURE 173
11.9 SUGGESTED EXERCISES 174
12 FUTURE AND DIRECTION 177
12.1 INNOVATIONS IN MODERN AI 178
12.2 DIRECTION OF AUTONOMY 178
12.3 AGENT SYSTEM FRAMEWORKS 178
12.4 THE ROLE OF AUTONOMY IN AGENTS 179
12.5 ENHANCING AUTONOMY 179
12.6 ADAPTATION AND SYNCHRONOUS FUNCTIONALITY 180
12.7 AGENT ORIENTED PROGRAMMING 182
12.8 CREATING AN AGENT FACTORY 182
12.9 SUDOKU CASE STUDY 183
12.10 PROBLEM SOLVING WORKSHOP 183
12.11 LOOKING AHEAD 183
REFERENCES 185
SUBJECT INDEX 205 |
| any_adam_object | 1 |
| author | Tweedale, Jeffrey W. Jain, L. C. 1946- |
| author_GND | (DE-588)121388999 |
| author_facet | Tweedale, Jeffrey W. Jain, L. C. 1946- |
| author_role | aut aut |
| author_sort | Tweedale, Jeffrey W. |
| author_variant | j w t jw jwt l c j lc lcj |
| building | Verbundindex |
| bvnumber | BV039882240 |
| classification_rvk | ST 302 |
| ctrlnum | (OCoLC)759533620 (DE-599)DNB1012996336 |
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| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 004 - Computer science |
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| dewey-search | 004.2028563 |
| dewey-sort | 14.2028563 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Maschinenbau / Maschinenwesen Informatik Elektrotechnik / Elektronik / Nachrichtentechnik |
| format | Book |
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| id | DE-604.BV039882240 |
| illustrated | Illustrated |
| indexdate | 2024-07-21T00:24:15Z |
| institution | BVB |
| isbn | 9783642226755 3642226752 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-024741442 |
| oclc_num | 759533620 |
| open_access_boolean | |
| owner | DE-11 DE-473 DE-BY-UBG |
| owner_facet | DE-11 DE-473 DE-BY-UBG |
| physical | XX, 209 S. Ill., graph. Darst. 25 cm |
| publishDate | 2011 |
| publishDateSearch | 2011 |
| publishDateSort | 2011 |
| publisher | Springer |
| record_format | marc |
| series | Adaptation, learning, and optimization |
| series2 | Adaptation, learning, and optimization |
| spelling | Tweedale, Jeffrey W. Verfasser aut Embedded automation in human-agent environment Jeffrey W. Tweedale and Lakhmi C. Jain Berlin [u.a.] Springer 2011 XX, 209 S. Ill., graph. Darst. 25 cm txt rdacontent n rdamedia nc rdacarrier Adaptation, learning, and optimization 10 Literaturangaben Eingebettetes System (DE-588)4396978-1 gnd rswk-swf Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd rswk-swf Zuverlässigkeit (DE-588)4059245-5 gnd rswk-swf Unterstützungssystem Informatik (DE-588)4690491-8 gnd rswk-swf Agentenorientiertes Software Engineering (DE-588)7719527-9 gnd rswk-swf Mehragentensystem (DE-588)4389058-1 gnd rswk-swf Problemlösen (DE-588)4076358-4 gnd rswk-swf Systementwurf (DE-588)4261480-6 gnd rswk-swf Mensch-Maschine-Kommunikation (DE-588)4125909-9 s Mehragentensystem (DE-588)4389058-1 s Eingebettetes System (DE-588)4396978-1 s Unterstützungssystem Informatik (DE-588)4690491-8 s Problemlösen (DE-588)4076358-4 s Agentenorientiertes Software Engineering (DE-588)7719527-9 s Zuverlässigkeit (DE-588)4059245-5 s Systementwurf (DE-588)4261480-6 s DE-604 Jain, L. C. 1946- Verfasser (DE-588)121388999 aut Erscheint auch als Online-Ausgabe Embedded Automation in Human-Agent Environment Adaptation, learning, and optimization 10 (DE-604)BV036521115 10 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=3845091&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=024741442&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Tweedale, Jeffrey W. Jain, L. C. 1946- Embedded automation in human-agent environment Adaptation, learning, and optimization Eingebettetes System (DE-588)4396978-1 gnd Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd Zuverlässigkeit (DE-588)4059245-5 gnd Unterstützungssystem Informatik (DE-588)4690491-8 gnd Agentenorientiertes Software Engineering (DE-588)7719527-9 gnd Mehragentensystem (DE-588)4389058-1 gnd Problemlösen (DE-588)4076358-4 gnd Systementwurf (DE-588)4261480-6 gnd |
| subject_GND | (DE-588)4396978-1 (DE-588)4125909-9 (DE-588)4059245-5 (DE-588)4690491-8 (DE-588)7719527-9 (DE-588)4389058-1 (DE-588)4076358-4 (DE-588)4261480-6 |
| title | Embedded automation in human-agent environment |
| title_auth | Embedded automation in human-agent environment |
| title_exact_search | Embedded automation in human-agent environment |
| title_full | Embedded automation in human-agent environment Jeffrey W. Tweedale and Lakhmi C. Jain |
| title_fullStr | Embedded automation in human-agent environment Jeffrey W. Tweedale and Lakhmi C. Jain |
| title_full_unstemmed | Embedded automation in human-agent environment Jeffrey W. Tweedale and Lakhmi C. Jain |
| title_short | Embedded automation in human-agent environment |
| title_sort | embedded automation in human agent environment |
| topic | Eingebettetes System (DE-588)4396978-1 gnd Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd Zuverlässigkeit (DE-588)4059245-5 gnd Unterstützungssystem Informatik (DE-588)4690491-8 gnd Agentenorientiertes Software Engineering (DE-588)7719527-9 gnd Mehragentensystem (DE-588)4389058-1 gnd Problemlösen (DE-588)4076358-4 gnd Systementwurf (DE-588)4261480-6 gnd |
| topic_facet | Eingebettetes System Mensch-Maschine-Kommunikation Zuverlässigkeit Unterstützungssystem Informatik Agentenorientiertes Software Engineering Mehragentensystem Problemlösen Systementwurf |
| url | http://deposit.dnb.de/cgi-bin/dokserv?id=3845091&prov=M&dok_var=1&dok_ext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024741442&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV036521115 |
| work_keys_str_mv | AT tweedalejeffreyw embeddedautomationinhumanagentenvironment AT jainlc embeddedautomationinhumanagentenvironment |