Information systems analysis and modeling: an informational macrodynamics approach
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Boston [u.a.]
Kluwer
2000
|
| Schriftenreihe: | The Kluwer international series in engineering and computer science
532 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XXVI, 305 S. Ill., graph. Darst. |
| ISBN: | 0792386833 |
Internformat
MARC
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| 100 | 1 | |a Lerner, Vladimir S. |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Information systems analysis and modeling |b an informational macrodynamics approach |c by Vladimir S. Lerner |
| 264 | 1 | |a Boston [u.a.] |b Kluwer |c 2000 | |
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Datensatz im Suchindex
| _version_ | 1804144870784237568 |
|---|---|
| adam_text | CONTENTS
PREFACE xi
ACKNOWLEDGMENTS xv
INTRODUCTION xvii
1 MATHEMATICAL FOUNDATIONS OF INFORMATIONAL
MACRODYNAMICS 1
1.1 Information Variational Principle 1
1.1.1 Initial Mathematical Models: Minimax principle 1
1.1.2 The probabilistic evaluation of micro- and macrolevel
processes 5
1.1.3 Solution of the Variational Problem 29
REFERENCES 50
1.2 The Space Distributed Macromodel 51
1.2.1 The information macrofunctional and the equations of its
extremals 51
1.2.2 The transformation of the space coordinates and
the invariant conditions for proper functional 52
1.2.3 The parameters of the space transformation 57
1.2.4 The equations of the distributed systems and their
identification 58
1.2.5 The macromodel singular points and the singular
trajectories 62
1.2.6 The macromodel s space movement directed toward
the state consolidation 65
REFERENCES 76
1.3 The optimal time-space distributed macromodel
with consolidated states (OPMC) 77
1.3.1 Local invariants and OPMC dynamic peculiarities 77
1.3.2 The OPMC geometrical structure 83
1.3.3 The triplet s structure 91
1.3.4 The OPMC classification and accuracy of object
modeling 92
REFERENCE 94
V.S. LERNER viii
2 INFORMATION SYSTEMS MODELING 95
2.1 Information systems theory and IMD 95
2.1.1 Information Systems (IS) 95
2.1.2 Analytical and Informational Systems Models 95
2.1.3 Information Systems Analysis 96
2.1.4 Collective stochastics in the IMD systemic model 98
2.1.5 Macrolevel Dynamics 100
2.1.6 Hierarchy of the Information model 102
2.1.7 Forming informational structures 104
2.1.8 Relation of the imaginary and real information to
the model internal time 111
2.1.9 Evolution of macromodel invariants 113
2.1.10 Creation of information: Sources of consolidation
and self-organization 117
2.1.11 The informational macrodynamic complexity 119
2.1.12 The transformation of information: Inner
communication language 120
2.1.13 The length of optimal code 122
2.1.14 The structure of initial information 123
2.1.15 The negentropy creation in the spatial macromodel:
Simulation of self-organization 124
REFERENCES 126
2.2 Some General Information Macrosystemic
Functions 127
2.2.1 Macrosystem Stability 127
2.2.2 Macrosystem Adaptivity: Potential for adaptation 132
2.2.3 About die probability of forming a macrosystem 134
2.2.4 Informational Geometry 136
2.2.5 Theory of Dynamic systems and the IS:
A minimal size program 139
2.2.6 An initial triplet as a carrier of total
macrostructure dimensions 141
2.2.7 The geometrical forms of the model surfaces 143
2.2.8 Simulation of the geometrical structure formatting 144
2.2.9 Informational mass and cooperation 144
2.2.10 Information field and intrinsic memory 152
2.2.11 The optimal model s life time starting and its duration 153
2.2.12 Macrosystem evolution 155
2.2.13 The admissible deviations of quantity information 159
2.2.14 Information and regularity 161
2.2.15 The macromodel s dynamics and geometry as its
software and hardware 162
2.2.16 Informational form of a physical law 163
2.2.17 The Neural Network (NN) and the Informational
Network (IN) 164
ix INFORMATIONAL MACRODYNAMICS
2.2.18 Review of the main 1ST sources and contributions 165
REFERENCES 170
3 INFORMATION-PHYSICAL MODELS AND ANALOGIES 171
3.1 The information-physical analysis of macrodynamic
equations 171
3.2 About the physical conditions of forming dynamic
constraint (DC) 173
3.3 The physical meaning of the optimal control action 175
3.4 The macromodel s quantum level: An analogy with
Quantum Mechanics (QM) 178
3.5 The diffusion barrier for information cooperations 182
3.6 The informational analogies of the phase transformations 186
3.7 The superimposing processes, control, and symmetry 188
3.8.The informational analogies of quasi-equilibrium
thennodynamic functions 191
3.9 The nonequilibrium models 194
3.10 The indirect evaluation of the macromodel physical
parameters 197
3.11 The informational model of macrostructure production
in a moving system 199
3.12 Uncertainty and Cooperation:
The informational analogies of physical invariants 203
3.13 The bound energy of informational cooperation 207
REFERENCES 210
4 SOLUTION OF THE APPLIED IMD PROBLEMS 211
4.1 Analytical and Numerical Solutions 211
4.1.1 The formal procedure of identification,
optimal control, and consolidation 211
4.1.2 Illustration of the procedure by examples 215
4.1.3 Identification of the space distributed model 226
REFERENCES 232
4.2 Data modeling and communications 233
4.2.1 The theoretical optimal encoding-decoding
using the IN structure 233
4.2.2 The waiting time in communication line 238
4.2.3 Acceptance of the Space Visual Information Structure 239
4.2.4 Data Classification and Modeling 240
REFERENCES 240
4.3 Cognitive Modeling in Artificial Intelligence 241
4.3.1 Informational Structured Network for
V.S. LERNER x
Cognitive Modeling 241
4.3.2 Cognitive modeling concepts 241
4.3.3 The cognitive model structure and operations 244
4.3.4 Computer Programs 249
REFERENCES 250
4.4 The Informational Network for Performance
Evaluation in Education 251
4.4.1 Introduction 251
4.4.2 Evaluation of a student s Concept Map 251
4.4.3 Information Analysis of the Complexity of
Mathematical Subscale Dimensionality 256
REFERENCES 258
4.5 The Information Dynamic Model of Macroeconomics 259
4.5.1 The IMD economical model 259
4.5.2 The Informational Economic Valuations of
the macromodel 260
4.5.3 About the informational connections of Economics
and Biology 266
REFERENCES 268
4.6 The Information Macromodels in Biology and
Medicine 269
4.6.1 Information models for autoregulatory processes 269
4.6.2 The IMD models of population dynamics 272
4.6.3 Modeling probabilistic distributions of
microstractures 276
4.6.4 The biological examples of performing the
IMD functional properties 277
REFERENCES 283
4.7 Industrial Technology s IMD Applications
and Implementations 285
4.7.1 Optimization of electro-technological processes 285
REFERENCES 288
4.7.2 The optimal technological prognosis and
automatic casing design 289
REFERENCES 297
4.7.3 The structure of optimal control devices 297
REFERENCES 299
CONCLUSION 300
INDEX 301
|
| any_adam_object | 1 |
| author | Lerner, Vladimir S. |
| author_facet | Lerner, Vladimir S. |
| author_role | aut |
| author_sort | Lerner, Vladimir S. |
| author_variant | v s l vs vsl |
| building | Verbundindex |
| bvnumber | BV026360402 |
| ctrlnum | (OCoLC)247793334 (DE-599)BVBBV026360402 |
| dewey-full | 003 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 003 - Systems |
| dewey-raw | 003 |
| dewey-search | 003 |
| dewey-sort | 13 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Book |
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| illustrated | Illustrated |
| indexdate | 2024-07-09T23:10:26Z |
| institution | BVB |
| isbn | 0792386833 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-021941037 |
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| owner_facet | DE-188 |
| physical | XXVI, 305 S. Ill., graph. Darst. |
| publishDate | 2000 |
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| publisher | Kluwer |
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| series | The Kluwer international series in engineering and computer science |
| series2 | The Kluwer international series in engineering and computer science |
| spelling | Lerner, Vladimir S. Verfasser aut Information systems analysis and modeling an informational macrodynamics approach by Vladimir S. Lerner Boston [u.a.] Kluwer 2000 XXVI, 305 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier The Kluwer international series in engineering and computer science 532 Mathematisches Modell (DE-588)4114528-8 gnd rswk-swf Informationssystem (DE-588)4072806-7 gnd rswk-swf Informationssystem (DE-588)4072806-7 s Mathematisches Modell (DE-588)4114528-8 s DE-188 The Kluwer international series in engineering and computer science 532 (DE-604)BV023545171 532 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=021941037&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Lerner, Vladimir S. Information systems analysis and modeling an informational macrodynamics approach The Kluwer international series in engineering and computer science Mathematisches Modell (DE-588)4114528-8 gnd Informationssystem (DE-588)4072806-7 gnd |
| subject_GND | (DE-588)4114528-8 (DE-588)4072806-7 |
| title | Information systems analysis and modeling an informational macrodynamics approach |
| title_auth | Information systems analysis and modeling an informational macrodynamics approach |
| title_exact_search | Information systems analysis and modeling an informational macrodynamics approach |
| title_full | Information systems analysis and modeling an informational macrodynamics approach by Vladimir S. Lerner |
| title_fullStr | Information systems analysis and modeling an informational macrodynamics approach by Vladimir S. Lerner |
| title_full_unstemmed | Information systems analysis and modeling an informational macrodynamics approach by Vladimir S. Lerner |
| title_short | Information systems analysis and modeling |
| title_sort | information systems analysis and modeling an informational macrodynamics approach |
| title_sub | an informational macrodynamics approach |
| topic | Mathematisches Modell (DE-588)4114528-8 gnd Informationssystem (DE-588)4072806-7 gnd |
| topic_facet | Mathematisches Modell Informationssystem |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=021941037&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV023545171 |
| work_keys_str_mv | AT lernervladimirs informationsystemsanalysisandmodelinganinformationalmacrodynamicsapproach |