This text provides a detailed discussion of simulation theory and its applications. It covers current simulation trends, related literature, and the direction of future technologies as well as input modeling, optimization with simulation, continuous simulation, discrete simulation, hybrid simulation, simulation in supply chains and manufacturing, and simulation for multiple disciplines. It also describes various probability distributions required for simulation, random number generation techniques, and explains how to put Microsoft® Excel(TM), MATLAB®, and Simulink® to practical use in the simulation process.…mehr
This text provides a detailed discussion of simulation theory and its applications. It covers current simulation trends, related literature, and the direction of future technologies as well as input modeling, optimization with simulation, continuous simulation, discrete simulation, hybrid simulation, simulation in supply chains and manufacturing, and simulation for multiple disciplines. It also describes various probability distributions required for simulation, random number generation techniques, and explains how to put Microsoft® Excel(TM), MATLAB®, and Simulink® to practical use in the simulation process.
Introduction to Simulation. Monte Carlo Simulation. Introduction to Probability Theory. Probability Distributions. Introduction to Random Number Generators. Random Variate Generation. Steady-State Behavior of Stochastic Processes. Statistical Analysis of Steady-State Parameters. Computer Simulation. Manufacturing Simulation. Manufacturing and Supply Chain Simulation Packages. Supply Chain Simulation. Simulation in Various Disciplines. Simulation of Complex Systems. Simulation with Cellular Automata. Agent-Based Simulation. Continuous System Simulation. Introduction to Simulation Optimization. Algorithms for Simulation Optimization. Simulation with System Dynamics. Simulation Software. Future Trends of Simulation. References. Index.
Introduction to Simulation. Monte Carlo Simulation. Introduction to Probability Theory. Probability Distributions. Introduction to Random Number Generators. Random Variate Generation. Steady-State Behavior of Stochastic Processes. Statistical Analysis of Steady-State Parameters. Computer Simulation. Manufacturing Simulation. Manufacturing and Supply Chain Simulation Packages. Supply Chain Simulation. Simulation in Various Disciplines. Simulation of Complex Systems. Simulation with Cellular Automata. Agent-Based Simulation. Continuous System Simulation. Introduction to Simulation Optimization. Algorithms for Simulation Optimization. Simulation with System Dynamics. Simulation Software. Future Trends of Simulation. References. Index.
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