Introduction to Discrete Event Simulation and Agent-based by Theodore T. Allen PDF

By Theodore T. Allen

ISBN-10: 0857291386

ISBN-13: 9780857291387

Discrete occasion simulation and agent-based modeling are more and more famous as serious for diagnosing and fixing approach matters in complicated platforms. Introduction to Discrete occasion Simulation and Agent-based Modeling covers the suggestions wanted for fulfillment in all levels of simulation tasks. those contain:

  • Definition – The reader will plan a undertaking and converse utilizing a charter.
  • Input research – The reader will observe the right way to verify defensible pattern sizes for all wanted information collections. they're going to additionally the right way to healthy distributions to that data.
  • Simulation – The reader will know how simulation controllers paintings, the Monte Carlo (MC) concept at the back of them, smooth verification and validation, and how one can accelerate simulation utilizing edition relief suggestions and different methods.
  • Output research – The reader could be capable of determine simultaneous periods on key responses and follow choice and score, layout of experiments (DOE), and black field optimization to enhance defensible development recommendations.
  • Decision aid – how you can motivate artistic choices are offered, together with lean construction. additionally, over 100 solved difficulties are supplied and complete case reviews, together with one on vote casting machines that got foreign attention.

Introduction to Discrete occasion Simulation and Agent-based Modeling demonstrates how simulation can facilitate advancements at the task and in neighborhood groups. It permits readers to safely observe know-how thought of key in lots of industries and branches of presidency. it really is appropriate for undergraduate and graduate scholars, in addition to researchers and different professionals.

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Extra resources for Introduction to Discrete Event Simulation and Agent-based Modeling: Voting Systems, Health Care, Military, and Manufacturing

Example text

Our leap of faith is making us concerned and the Monte Carlo error only adds to that concern. In conclusion, the particular simulation example described here happens to permit us to directly estimate the Monte Carlo error. 239666667 min. 2 min. Therefore, the Monte Carlo error from Eq. 0 min. Generally, we will not know our Monte Carlo errors and need to estimate or bound them using half widths from our confidence intervals. 1 Problem Consider a pseudo random number X that is assumed to be TRIA(1, 5, 12).

Similarly b is apparently constrained to a round number above the highest data point. 3. 005 (which is inexplicably different than the number from the Input Analyzer). Note also that some distributions of interest might be characterized by important correlations between random variables. For these cases methods based on histograms only are generally insufficient by themselves. , the distribution of that random variable with others ‘‘averaged’’ out. Procedures designed to fit the joint distributions of correlated random variables are often based on summary statistics.

As justification, consider that the number 20 is the standard number for initial evaluation in so-called indifference zone (IZ) procedures which seek to aid in ranking system alternatives in Chap. 5. Also, in standard statistics process control (SPC) for monitoring generic processes, 25 subgroups are the world standard number for initial system characterization (Allen 2010). Frequently, some of these subgroups are removed from consideration and estimation is based on approximately 20 subgroups.

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Introduction to Discrete Event Simulation and Agent-based Modeling: Voting Systems, Health Care, Military, and Manufacturing by Theodore T. Allen

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