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Modeling and Simulation in the Systems Engineering Life Cycle : Core Concepts and Accompanying Lectures / Margaret L Loper (editor).

Material type: TextTextSeries: Simulation Foundations, Methods and Applications. Publisher: London : Springer, 2015Description: 410 p.ISBN: 9781447156338.Subject(s): Computer science | Computer simulationDDC classification: 620.00113
Contents:
Part I: Modeling & Simulation Fundamentals -- Introduction to Modeling & Simulation -- The Modeling & Simulation Life cycle Process -- Fidelity, Resolution, Accuracy and Uncertainty -- Conceptual Modeling -- Types of Models -- Model Verification & Validation -- Part II: Methods and Methodologies -- Modeling the Environment -- Modeling Behavior -- Modeling Time -- Discrete Event Simulation -- Continuous Time Simulation -- Agent Based Simulation -- System Dynamics Simulation -- Hardware-in-the-Loop Simulation -- Human-in-the-Loop Simulation -- Part III: Experimentation, Execution & Results -- Design of Experiments -- Surrogate Modeling -- Monte Carlo Analysis -- War games -- Distributed Simulation & Architectures -- Part IV: Introduction to Systems Engineering -- Systems Engineering Fundamentals -- Introduction to Systems Thinking -- Model Based Systems Engineering -- Part V: M & S in Systems Engineering Life Cycle -- Real-time Data Driven Arterial Simulation for Performance Measure Estimation -- Rotorcraft Pilot's Associate -- Framework Assessing Cost and Technology -- Model Based Systems Engineering: Extra corporeal Membrane Oxygenation (ECMO) Therapy -- Computational Modeling of Complex Enterprise Systems: A Multi-Level Approach -- Real Time Simulation of a Nuclear Power Plant with Embedded Hardware -- Return on Investment Metrics for Funding Modeling and Simulation.
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Part I: Modeling & Simulation Fundamentals --
Introduction to Modeling & Simulation --
The Modeling & Simulation Life cycle Process --
Fidelity, Resolution, Accuracy and Uncertainty --
Conceptual Modeling --
Types of Models --
Model Verification & Validation --
Part II: Methods and Methodologies --
Modeling the Environment --
Modeling Behavior --
Modeling Time --
Discrete Event Simulation --
Continuous Time Simulation --
Agent Based Simulation --
System Dynamics Simulation --
Hardware-in-the-Loop Simulation --
Human-in-the-Loop Simulation --
Part III: Experimentation, Execution & Results --
Design of Experiments --
Surrogate Modeling --
Monte Carlo Analysis --
War games --
Distributed Simulation & Architectures --
Part IV: Introduction to Systems Engineering --
Systems Engineering Fundamentals --
Introduction to Systems Thinking --
Model Based Systems Engineering --
Part V: M & S in Systems Engineering Life Cycle --
Real-time Data Driven Arterial Simulation for Performance Measure Estimation --
Rotorcraft Pilot's Associate --
Framework Assessing Cost and Technology --
Model Based Systems Engineering: Extra corporeal Membrane Oxygenation (ECMO) Therapy --
Computational Modeling of Complex Enterprise Systems: A Multi-Level Approach --
Real Time Simulation of a Nuclear Power Plant with Embedded Hardware --
Return on Investment Metrics for Funding Modeling and Simulation.

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