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OpenAlex: !!python/object/new:pyalex.api.Topic
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    cited_by_count: 483791
   "display_name": "Optimization Techniques in Simulation Modeling",
    created_date: '2024-01-23'
  "description": "This cluster of papers focuses on the optimization techniques, verification, and validation of simulation models, with an emphasis on agent-based modeling, parallel simulation systems, metamodeling, stochastic approximation, and discrete-event simulation. It also explores the use of sequential procedures in complex adaptive systems and addresses the challenges in modeling and simulation.",
    description: This cluster of papers focuses on the optimization techniques, verification,
  "keywords": [
      and validation of simulation models, with an emphasis on agent-based modeling,
     "Simulation Optimization",
      parallel simulation systems, metamodeling, stochastic approximation, and discrete-event
    "Verification and Validation",
      simulation. It also explores the use of sequential procedures in complex adaptive
    "Agent-Based Modeling",
      systems and addresses the challenges in modeling and simulation.
    "Parallel Simulation Systems",
     display_name: Optimization Techniques in Simulation Modeling
    "Metamodeling",
    domain:
    "Stochastic Approximation",
      display_name: Social Sciences
    "Discrete-Event Simulation",
      id: https://openalex.org/domains/2
    "Sequential Procedures",
     field:
    "Complex Adaptive Systems",
      display_name: Decision Sciences
    "Modeling and Simulation"
      id: https://openalex.org/fields/18
  ],
     id: https://openalex.org/T11195
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     "id": "https://openalex.org/subfields/1803",
    - Verification and Validation
     "display_name": "Management Science and Operations Research"
     - Agent-Based Modeling
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    - Parallel Simulation Systems
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    - Stochastic Approximation
    "display_name": "Decision Sciences"
    - Discrete-Event Simulation
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    - Sequential Procedures
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    - Complex Adaptive Systems
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    - Modeling and Simulation
     "display_name": "Social Sciences"
    siblings:
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    - display_name: ABCD Analysis in Scholarly Research and Business
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    - display_name: Application of Grey System Theory in Forecasting
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       id: https://openalex.org/T12368
      "display_name": "ABCD Analysis in Scholarly Research and Business"
    - display_name: Application of Soft Set Theory in Decision Making
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       id: https://openalex.org/T11671
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       id: https://openalex.org/T11719
      "display_name": "Application of Grey System Theory in Forecasting"
    - display_name: Data-Driven Decision-Making in Smart Manufacturing Systems
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       id: https://openalex.org/T10357
      "display_name": "Application of Soft Set Theory in Decision Making"
    - display_name: Evolution of Risk Management Strategies and Techniques
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       id: https://openalex.org/T11798
      "display_name": "Data Quality Assessment and Improvement"
    - display_name: Implications of Data Analysis Methods
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       id: https://openalex.org/T14328
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       id: https://openalex.org/T13612
      "display_name": "Data-Driven Decision-Making in Smart Manufacturing Systems"
    - display_name: Measurement Invariance in Structural Equation Modeling
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       id: https://openalex.org/T11182
      "display_name": "Efficiency Analysis in Production and Resource Allocation"
    - display_name: Meta-Synthesis Approach to Knowledge Science and Innovation
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       id: https://openalex.org/T13609
      "display_name": "Evolution of Risk Management Strategies and Techniques"
    - display_name: Modeling Risk in Insurance and Finance
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       id: https://openalex.org/T12659
      "display_name": "Experimental Design and Optimization Methods"
    - display_name: Multi-Criteria Decision Making
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      "display_name": "Implications of Data Analysis Methods"
    - display_name: Optimization of Multi-Armed Bandit Problems
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      "display_name": "Interdisciplinary Research across Science and Technology"
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       id: https://openalex.org/T12177
      "display_name": "Measurement Invariance in Structural Equation Modeling"
    - display_name: Representation and Critique of DIKW Hierarchy
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      "display_name": "Models and Dynamics of Technology Diffusion"
    - display_name: Time Series Forecasting Methods
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      display_name: Management Science and Operations Research
      "display_name": "Multi-Criteria Decision Making"
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      "display_name": "Network Formation and Game Dynamics"
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       "id": "https://openalex.org/T12101",
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      "display_name": "Optimization of Staff Scheduling and Rostering"
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      "display_name": "Predicting Stock Market Trends and Movements"
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      "display_name": "Project Scheduling under Uncertainty and Resource Constraints"
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      "display_name": "Representation and Critique of DIKW Hierarchy"
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      "display_name": "Research Methods in Business and Social Sciences"
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    {
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      "display_name": "Risk Management and Decision Making in Complex Systems"
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    {
       "id": "https://openalex.org/T11413",
      "display_name": "Robust Optimization for Risk Management and Finance"
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      "display_name": "Spatial Microsimulation Models for Policy Analysis"
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    {
       "id": "https://openalex.org/T10395",
      "display_name": "Success Factors in Project Management"
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       "id": "https://openalex.org/T11810",
      "display_name": "System Dynamics Modeling and Applications"
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      "display_name": "Theory and Application of Q Methodology in Research"
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      "display_name": "Theory of Constraints in Operations Management"
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    {
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      "display_name": "Theory-based Evaluation of Complex Interventions"
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    {
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      "display_name": "Time Series Forecasting Methods"
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  "cited_by_count": 641143,
  "updated_date": "2024-08-26T05:42:38.032334",
  "created_date": "2024-01-23"
}

Revision as of 13:16, 30 August 2024

{

 "id": "https://openalex.org/T11195",
 "display_name": "Optimization Techniques in Simulation Modeling",
 "description": "This cluster of papers focuses on the optimization techniques, verification, and validation of simulation models, with an emphasis on agent-based modeling, parallel simulation systems, metamodeling, stochastic approximation, and discrete-event simulation. It also explores the use of sequential procedures in complex adaptive systems and addresses the challenges in modeling and simulation.",
 "keywords": [
   "Simulation Optimization",
   "Verification and Validation",
   "Agent-Based Modeling",
   "Parallel Simulation Systems",
   "Metamodeling",
   "Stochastic Approximation",
   "Discrete-Event Simulation",
   "Sequential Procedures",
   "Complex Adaptive Systems",
   "Modeling and Simulation"
 ],
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 },
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 },
 "domain": {
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     "display_name": "ABCD Analysis in Scholarly Research and Business"
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     "display_name": "Application of Grey System Theory in Forecasting"
   },
   {
     "id": "https://openalex.org/T11671",
     "display_name": "Application of Soft Set Theory in Decision Making"
   },
   {
     "id": "https://openalex.org/T11719",
     "display_name": "Data Quality Assessment and Improvement"
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   {
     "id": "https://openalex.org/T14260",
     "display_name": "Data-Driven Decision-Making in Smart Manufacturing Systems"
   },
   {
     "id": "https://openalex.org/T10357",
     "display_name": "Efficiency Analysis in Production and Resource Allocation"
   },
   {
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     "display_name": "Evolution of Risk Management Strategies and Techniques"
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     "display_name": "Experimental Design and Optimization Methods"
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     "display_name": "Implications of Data Analysis Methods"
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     "display_name": "Measurement Invariance in Structural Equation Modeling"
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     "display_name": "Mechanism Design in Auctions and Procurement Contracts"
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     "display_name": "Meta-Synthesis Approach to Knowledge Science and Innovation"
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     "display_name": "Robust Optimization for Risk Management and Finance"
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     "display_name": "Spatial Microsimulation Models for Policy Analysis"
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     "display_name": "Theory-based Evaluation of Complex Interventions"
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 "updated_date": "2024-08-26T05:42:38.032334",
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}