Agent-directed simulation and systems engineering

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Weitere Verfasser: Yilmaz, Levent (HerausgeberIn)
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Sprache:English
Veröffentlicht: Weinheim Wiley-VCH-Verl. 2009
Schriftenreihe:Wiley series in systems engineering and management
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Datensatz im Suchindex

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adam_text IX CONTENTS FOREWORD VU PREFECE XIX LIST OF CONTRIBUTORS XXI/I PART ONE BACKGROUND 1 1 MODELING AND SIMULATION: A COMPREHENSIVE AND INTEGRATIVE VIEW 3 TUNCER 1. OEREN 1.1 INTRODUCTION 3 1.2 SIMULATION: SEVERAL PERSPECTIVES 4 1.2.1 PURPOSE OF USE 4 1.2.2 PROBLEM TO BE SOLVED 8 1.2.3 CONNECTIVITY OF OPERATIONS 9 1.2.4 M&S AS A TYPE OF KNOWLEDGE PROCESSING 9 1.2.5 M&S FROM THE PERSPECTIVE OF PHILOSOPHY OF SCIENCE 13 1.3 MODEL-BASED ACTIVITIES 13 1.3.1 MODEL BUILDING 25 1.3.2 MODEL-BASE MANAGEMENT 15 1.3.3 MODEL PROCESSING 15 1.3.4 BEHAVIOR GENERATION 17 1.4 SYNERGIES OF M&S: MUTUAL AND HIGHER-ORDER CONTRIBUTIONS 20 1.5 ADVANCEMENT OF M&S 20 1.6 PREEMINENCE OF M&S 24 1.6.1 PHYSICAL TOOLS 27 1.6.2 KNOWLEDGE-BASED OR SOFT TOOLS 27 1.6.3 KNOWLEDGE GENERATION TOOLS 30 1.7 SUMMARY AND CONCLUSIONS 32 2 AUTONOMIE INTROSPECTIVE SIMULATION SYSTEMS 37 LEVENT BIBLIOGRAFISCHE INFORMATIONEN HTTP://D-NB.INFO/991651510 DIGITALISIERT DURCH X I CONTENTS 2.3.1 MOTIVATING SCENARIO: ADAPTIVE EXPERIENCE MANAGEMENT IN DISTRIBUTED MISSION TRAINING 41 2.3.2 AN ARCHITECTURAL FRAMEWORK FOR DECENTRALIZED AUTONOMIE SIMULATION SYSTEMS 42 2.3.3 CHALLENGES AND ISSUES 44 2.4 SYMBIOTIC ADAPTIVE MULTISIMULATION: AN AUTONOMIE SIMULATION SYSTEM 47 2A.I METAMODELS FOR INTROSPECTION LAYER DESIGN 48 2.4.2 LOCAL ADAPTATION: FIRST-ORDER CHANGE VIA PARTICLE SWARM OPTIMIZER 50 2.4.3 THE LEARNING LAYER: GENETIC SEARCH OF POTENTIAL SYSTEM CONFIGURATIONS 51 2.4.4 SAMS COMPONENT ARCHITECTURE 52 2.5 CASE STUDY: UAV SEARCH AND ATTACK SCENARIO 55 2.5.1 INPUT FACTORS 56 2.5.2 AGENT SPECIFICATIONS 57 2.6 VALIDATION AND PRELIMINARY EXPERIMENTATION WITH SAMS 64 2.6.1 FACE VALIDITY OF THE UAV MODEL 65 2.6.2 EXPERIMENTS WITH THE PARALLEL SAMS APPLICATION 67 2.7 SUMMARY 70 PART TWO AGENTS AND MODELING AND SIMULATION 73 3 AGENTS: AGENTHOOD, AGENT ARCHITECTURES, AND AGENT TAXONOMIES 75 ANDREAS TOLK AND ADELINDE M. UHRMACHER 3. CONTENTS XI 4 AGENT-DIRECTED SIMULATION 111 LEVENT YILMAZ AND TUNCER I. OEREN 4.1 INTRODUCTION 321 4.2 BACKGROUND 223 4.2.1 SOFTWARE AGENTS 123 4.2.2 COMPLEXITY 123 4.2.3 COMPLEX SYSTEMS OF SYSTEMS 214 4.2.4 SOFTWARE AGENTS WITHIN THE SPECTRUM OF COMPUTATIONAL PARADIGMS 215 4.3 CATEGORIZING THE USE OF AGENTS IN SIMULATION 228 4.3.1 AGENT SIMULATION 118 4.3.2 AGENT-BASED SIMULATION 119 4.3.3 AGENT- SUPPORTED SIMULATION 119 4.4 AGENT SIMULATION 220 4.4.1 A METAMODEL FOR AGENT SYSTEM MODELS 220 4.4.2 A TAXONOMY FOR MODELING AGENT SYSTEM MODELS 222 4.4.3 USING AGENTS AS MODEL DESIGN METAPHORS: AGENT-BASED MODELING 223 4.4.4 SIMULATION OF AGENT SYSTEMS 227 4.5 AGENT-BASED SIMULATION 229 4.5.1 AUTONOMIE INTROSPECTIVE SIMULATION 230 4.5.2 AGENT-COORDINATED SIMULATOR FOR EXPLORATORY MULTISIMULATION 232 4.6 AGENT-SUPPORTED SIMULATION 234 4.6.1 AGENT-MEDIATED INTEROPERATION OF SIMULATIONS 135 4.6.2 AGENT-SUPPORTED SIMULATION FOR DECISION SUPPORT 139 4.7 SUMMARY 242 PART THREE SYSTEMS ENGINEERING AND QUALITY ASSURANCE FOR AGENT-DIRECTED SIMULATION 245 5 SYSTEMS ENGINEERING: BASIC CONCEPTS AND LIFE CYCLE 247 STEVEN M. BIEMER AND ANDREW P. SAGE 5. XII I CONTENTS 5.5.2 RISK MANAGEMENT 165 5.5.3 DECISIONS AND TRADE STUDIES (THE STRENGTH OF ALTERNATIVES) 266 5.5.4 MODELING AND EVALUATING THE SYSTEM 268 5.6 SUMMARY 269 6 QUALITY ASSURANCE OF SIMULATION STUDIES OF COMPLEX NETWORKED AGENT SYSTEMS 273 OSMAN BALD, WILLIAM F. ORMSBY, AND LEVENT YILMAZ 6.1 INTRODUCTION 173 6.2 CHARACTERISTICS OF OPEN AGENT SYSTEMS 274 6.3 ISSUES IN THE QUALITY ASSURANCE OF AGENT SIMULATIONS 275 6.4 LARGE-SCALE OPEN COMPLEX SYSTEMS - THE NETWORK-CENTRIC SYSTEM METAPHOR 177 6.5 M&S CHALLENGES FOR LARGE-SCALE OPEN COMPLEX SYSTEMS 279 6.6 QUALITY ASSESSMENT OF SIMULATIONS OF LARGE-SCALE OPEN SYSTEMS 282 6.7 CONCLUSIONS 186 7 FAILURE AVOIDANCE IN AGENT-DIRECTED SIMULATION: BEYOND CONVENTIONAL V&V AND QA 289 TUNCER I. OREN AND LEVENT YILMAZ 7.1 INTRODUCTION 189 7.1.1 THE NEED FOR A FRESH LOOK 189 7.1.2 BASIC TERMS 191 7.2 WHAT CAN GO WRONG 192 7.2.1 INCREASING IMPORTANCE OF M&S 192 7.2.2 CONTRIBUTIONS OF SIMULATION TO FAILURE AVOIDANCE 1 92 7.2.3 NEED FOR FAILURE AVOIDANCE IN SIMULATION STUDIES 194 7.2.4 SOME SOURCES OF FAILURE IN M&S 196 7. CONTENTS XIII 8 TOWARD SYSTEMS ENGINEERING FOR AGENT-DIRECTED SIMULATION 229 LEVENT YILMAZ 8.1 INTRODUCTION 219 8.2 WHAT IS A SYSTEM? 220 8.2.1 WHAT IS SYSTEMS ENGINEERING? 220 8.2.2 THE FUNCTIONS OF SYSTEMS ENGINEERING 220 8.3 MODELING AND SIMULATION 221 8.4 THE SYNERGY OF M&S AND SE 221 8.4.1 THE ROLE OF M&S IN SYSTEMS 221 8.4.2 WHY DOES M&S REQUIRE SE? 222 8.4.3 WHY IS SSE NECESSARY? 222 8.5 TOWARD SYSTEMS ENGINEERING FOR AGENT-DIRECTED SIMULATION 222 8.5.1 THE ESSENCE OF COMPLEX ADAPTIVE OPEN SYSTEMS (CAOS) 223 8.5.2 THE MERITS OF ADS 224 8.5.3 SYSTEMS ENGINEERING FOR AGENT-DIRECTED SIMULATION 225 8.6 SOCIOCOGNITIVE FRAMEWORK FOR ADS-SE 225 8.6.1 SOCIAL-COGNITIVE VIEW 226 8.6.2 THE DIMENSIONS OF REPRESENTATION 227 8.6.3 THE FUNCTIONS FOR ANALYSIS 228 8.7 CASE STUDY: HUMAN-CENTERED WORK SYSTEMS 228 8.7.1 OPERATIONAL LEVEL - ORGANIZATIONAL SUBSYSTEM 229 8.7.2 OPERATIONAL LEVEL - ORGANIZATIONAL SUBSYSTEM 230 XIV CONTENTS 9.8.1 REORGANIZATION DIMENSIONS 257 9.8.2 ANALYZING SIMULATION CASE STUDIES 9.9 CONCLUSIONS 263 257 10 PROGRAMMING LANGUAGES, ENVIRONMENTS, AND TOOLS FOR AGENT-DIRECTED SIMULATION 269 YU ZHANG, MARK LEWIS, AND MAARTEN SIERHUIS 10.1 INTRODUCTION 269 10.2 ARCHITECTURAL STYLE FOR ADS 271 10.3 AGENT-DIRECTED SIMULATION * AN OVERVIEW 272 10.3.1 LANGUAGE 273 10.3.2 ENVIRONMENT 275 10.3.3 SERVICE 276 10.3.4 APPLICATION 276 10.4 A SURVEY OF FIVE ADS PLATFORMS 277 10.4.1 ASCAPE 277 10.4.2 NETLOGO 280 10.4.3 REPAST 283 10.4.4 SWARM 286 10.4.5 MASON 289 10.5 BRAHMS - A MULTIAGENT SIMULATION FOR WORK SYSTEM ANALYSIS AND DESIGN 292 10.5.1 LANGUAGE 291 10.5.2 ENVIRONMENT 295 10.5.3 SERVICE 298 10.5.4 APPLICATION 299 10.6 CASESIM - A MULTIAGENT SIMULATION FOR COGNITIVE AGENTS FOR SOCIAL ENVIRONMEN CONTENTS XV 12 AGENT-DIRECTED SIMULATION FOR SYSTEMS ENGINEERING 329 PHILIP S. BARRY, MATTHEW T.K. KOEHLER, AND BRIAN F. TIVNAN 12.1 INTRODUCTION 329 12.2 NEW APPROACHES ARE NEEDED 332 12.2.1 EMPLOYING ADS THROUGH THE FRAMEWORK OF EMPIRICAL RELEVANCE 332 12.2.2 SIMULATING SYSTEMS OF SYSTEMS 334 12.3 AGENT-DIRECTED SIMULATION FOR THE SYSTEMS ENGINEERING OF HUMAN COMPLEX SYSTEMS 336 12.3.1 A CALL FOR AGENTS IN THE STUDY OF HUMAN COMPLEX SYSTEMS 337 12.3.2 NOTEWORTHY AGENT-DIRECTED SIMULATIONS IN THE SCIENCE OF HUMAN COMPLEX SYSTEMS 338 12.4 A MODEL-CENTERED SCIENCE OF HUMAN COMPLEX SYSTEMS 338 12.5 AN INFRASTRUCTURE FOR THE ENGINEERING OF HUMAN COMPLEX SYSTEMS 339 12.5.1 COMPONENTS OF THE INFRASTRUCTURE FOR COMPLEX SYSTEMS ENGINEERING 339 12.5.2 MODELING GOODNESS 342 12.5.3 THE GENETIC ALGORITHM OPTIMIZATION TOOLKIT 341 12.6 CASE STUDIES 344 12.6.1 CASE STUDY 1: DEFENDING THE STADIUM 345 12.6.2 CASE STUDY 2: SECONDARY EFFECTS FROM PANDEMIC INFLUENZA 350 12.7 SUMMARY 355 PART FOUR AGENT-DIRECTED SIMULATION FOR SYSTEMS ENGINEERING 361 13 AGENT-IMPLEMENTED EXPERIMENTAL FRAMES FOR NET-CENTRIC SYSTEMS TEST AND EVALUATIO XVI I CONTENTS 14.1.2 MOTIVATING AGENT-DIRECTED DECISION SUPPORT SIMULATION SYSTEMS 402 14.1.3 WORKING DEFINITIONS 403 14.2 COGNITIVE FOUNDATIONS FOR DECISION SUPPORT 405 14.2.1 DECISION SUPPORT SYSTEMS AS SOCIAL ACTORS 406 14.2.2 HOW TO PRESENT THE SYSTEM TO THE USER AND IMPROVE TRUST 407 14.2.3 RELEVANCE FOR THE ENGINEER 420 14.3 TECHNICAL FOUNDATIONS FOR DECISION SUPPORT 421 14.3.1 MACHINE-BASED UNDERSTANDING FOR DECISION SUPPORT 412 14.3.2 REQUIREMENTS FOR SYSTEMS WHEN BEING USED FOR DECISION SUPPORT 423 14.3.3 AGENT-DIRECTED MULTIMODEL AND MULTISIMULATION SUPPORT 427 14.3.4 METHODS APPLICABLE TO SUPPORT AGENT-DIRECTED DECISION SUPPORT SIMULATION SYSTEMS 418 14.4 EXAMPLES FOR INTELLIGENT AND AGENT-DIRECTED DECISION SUPPORT SIMULATION SYSTEMS 421 14.4.1 SUPPORTING COMMAND AND CONTROL 421 14.4.2 SUPPORTING INVENTORY CONTROL AND INTEGRATED LOGISTICS 423 14.5 CONCLUSION 426 15 AGENT SIMULATION FOR SOFTWARE PROCESS PERFORMANCE ANALYSIS 433 LEVENT YILMAZ ANDJARED PHILLIPS 15.1 INTRODUCTION 433 15.2 RELATED WORK 435 15.2.1 ORGANIZATION-THEORETIC PERSPECTIVE FOR SIMULATION-BASED ANALYSIS OF SOFTWAR CONTENTS XVII 16.3.1 EMERGENT APPROACHES 463 16.3.2 AGENT-BASED MANUFACTURING 464 16.3.3 THE HOLONIC APPROACH: HIERARCHIC OPEN AGENT SYSTEMS 466 16.4 SUMMARY 468 17 ORGANIZATION AND WORK SYSTEMS DESIGN AND ENGINEERING: FROM SIMULATION TO IMPLEMENTATION OF MULTIAGENT SYSTEMS 475 MAARTEN SIERHUIS, WILLIAM J. CLANCEY, AND CHIN H. SEAH 17.1 INTRODUCTION 475 17.2 WORK SYSTEMS DESIGN 475 17.2.1 EXISTING WORK SYSTEM DESIGN METHODS 476 17.2.2 A BRIEF HISTORY OF WORK SYSTEMS DESIGN 477 17.3 MODELING AND SIMULATION OF WORK SYSTEMS 478 17.3.1 DESIGNING WORK SYSTEMS: WHAT IS THE PURPOSE AND WHAT CAN GO WRONG? 478 17.3.2 THE DIFFICULTY OF CONVINCING MANAGEMENT 479 17.4 WORK PRACTICE MODELING AND SIMULATION 480 17.4.1 PRACTICE VS. PROCESS 481 17.4.2 MODELING WORK PRACTICE 482 17.5 THE BRAHMS LANGUAGE 487 17.5.1 SIMULATION OR EXECUTION WITH BRAHMS 488 17.5.2 MODELING PEOPLE AND ORGANIZATIONS 489 17.5.3 MODELING ARTIFACTS AND DATA OBJECTS 490 17.5.4 MODELING COMMUNICATION 492 17.5.5 MODELING LOCATION AND MOVEMENT 493 17.5.
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spellingShingle Agent-directed simulation and systems engineering
Systemtechnik - Agent <Informatik> - Computersimulation
Datenverarbeitung
Computer simulation
Intelligent agents (Computer software)
Systems engineering Data processing
Computersimulation (DE-588)4148259-1 gnd
Agent Informatik (DE-588)4455835-1 gnd
Systemtechnik (DE-588)4140901-2 gnd
subject_GND (DE-588)4148259-1
(DE-588)4455835-1
(DE-588)4140901-2
title Agent-directed simulation and systems engineering
title_auth Agent-directed simulation and systems engineering
title_exact_search Agent-directed simulation and systems engineering
title_full Agent-directed simulation and systems engineering Levent Yilmaz and Tuncer Ören [eds.]
title_fullStr Agent-directed simulation and systems engineering Levent Yilmaz and Tuncer Ören [eds.]
title_full_unstemmed Agent-directed simulation and systems engineering Levent Yilmaz and Tuncer Ören [eds.]
title_short Agent-directed simulation and systems engineering
title_sort agent directed simulation and systems engineering
topic Systemtechnik - Agent <Informatik> - Computersimulation
Datenverarbeitung
Computer simulation
Intelligent agents (Computer software)
Systems engineering Data processing
Computersimulation (DE-588)4148259-1 gnd
Agent Informatik (DE-588)4455835-1 gnd
Systemtechnik (DE-588)4140901-2 gnd
topic_facet Systemtechnik - Agent <Informatik> - Computersimulation
Datenverarbeitung
Computer simulation
Intelligent agents (Computer software)
Systems engineering Data processing
Computersimulation
Agent Informatik
Systemtechnik
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