INE 332 • Final • System Simulation

Introduction

Queue Discipline

Queueing Notation

L and Lq

L and Lq Example

W and Wq

Little’s Law

Little’s Law Example

Steady State Behaviour

M/M/1

M/G/1

Introduction

Reminder 1

Reminder 2

Method of Moment

Example 1 -Method of Moments (Exponential)

Example 2- Method of Moments (Normal)

Maximum Likelihood Estimation

Example 3 - Maximum Likelihood (Exponential)

Example 4- Maximum Likelihood (Normal)

Example 5 - Mixed (Uniform)

Introduction

Hypothesis Testing

Generating Null and Alternative Hypothesis Practice 1

Generating Null and Alternative Hypothesis Practice 2

Reject or Not Reject Ho

Hypothesis Testing Example

Introduction

Input

Example - What is Input ?

Goodness of fit tests

Distributions

Histogram

Example -Creating a Histogram

Histogram and Distributions

Chi Square Test

Chi Square Test - Learning with an Example

Kolmogorov Smirnov

Kolmogorov Smirnov Example

Q-Q Plot

Q-Q Plot Example

Quantile

Queuing Model Question 1

Queuing Model Question 2

Queuing Model Question 3

Queuing Model Question 4

Queuing Model Question 5

Unbiased Estimator Question

Method of Moments (Exponential) Question

Method of Moments (Normal) Question

Method of Moments (Poisson) Question

Maximum Likelihood (Exponential) Question 1

Maximum Likelihood (Exponential) Question 2

Maximum Likelihood (for a given pdf) Question 1

Maximum Likelihood (for a given pdf) Question 2

Maximum Likelihood (for a given pdf) Question. 3

Maximum Likelihood (for a given pdf ) Question 4

Maximum Likelihood (for a given pdf) Question 5

Parameter Estimation Mixed Questions 1 (Bernoulli)

Parameter Estimation - Mixed Questions 2 (Geometric)

Parameter Estimation- Mixed Questions 3 (T/F)

Parameter Estimation -Mixed Questions 4 (Uniform)

Hypothesis Testing Question 1

Hypothesis Testing Question 2

Hypothesis Testing Question 3 - Variance

Distribution Types Question

Input Analyzer Question

Chi Square Test - Exponential Question

Chi Square Test - Uniform Question

Chi Square Test - Poisson Question

Chi Square Test - Normal Question

Kolmogorov Smirnov Question 1

Kolmogorov Smirnov Question 2

Kolmogorov Smirnov Question 3

Kolmogorov Smirnov Question 4

Kolmogorov Simirnov Question 5

Q-Q Plot Question 1

Input Modelling- Mixed Questions 1

Input Modelling -Mixed Questions 2

Input Modelling - Mixed Questions 3

Input Modelling - Mixed Question 4

Input Modelling - Mixed Question 5

Introduction

Model Building

Verification

Calibration and Validation

Validation

Hypothesis Testing

Introduction

Terminating Non-Terminating Simulation

Example 1 - Sample mean , sample standart deviation

Confidence Interval

Tally - Time Persistent

Non-Terminating Simulation

Comparing two system

Sampling Types

Independent Sampling

Comparing Several Systems

Validation and Verification Question 1

Validation and Verification Question 2

Validation and Verification Question 3

Confidence Interval Nonnumeric Question 1

Confidence Interval numeric Question 1

Halfwidth Question 1

Replication Number Question 1

Replication Number Question 2

Nonterminating Simulation Open Ended Question 1

Nonterminating Simulation Numeric Question 1

Tally-Time Persistent Statistics Open Ended Questions 1

Output Analysis - Mixed Questions T/F

Comparison of Output Data Between Two Systems Question 1

Comparison of Output Data Between Two Systems Question 2

Comparison of Output Data Between Two Systems 3

Comparison of Output Data Between Two Systems 4

Comparison of Output Data Between Two System 5

Comparison of Output Data Between Three System

Mixed Questions 1

Mixed Questions 2

Mixed Question 3

Utilization

Scheduling Rules

Example 1 - Scheduling Rules

Example 2 - Scheduling Rule

Schedule Module

Example 1

Assign Module

Example 2

Record module-Count

Assign Module -TNOW

Example 3

Record Module- Time Interval

Resource Set

Failure Module

Example 4

Example 5

Statistic Module

Arriving with a Schedule

Going to the shortest queue

Example 6

Seize-Delay-Release

Shared Queue

Priority

Record into Sets

Match-Batch-Seperate

Example 7

Hold ve Signal

Example 8

Route and Station

Assign- Variable

Example 9

Exam Like Question 1

Exam Like Question 2

Exam Like Question 3

Exam Like Question 4

Exam Like Question 5

Exam Like Question 6

Exam Like Question 7

Exam Like Question 8

Exam Like Qustion 9

Exam Like Question 10

Exam Like Question 11

Exam Like Question 12