IE 403 • Final • Simulation

Introduction

Linear Congruential Method

LCM Example

Characteristic of a Good Generator

Full Period

Full Period Example

Maximum Period

Maximum Period Example

Maximum Period 2

Maximum Period Example 2

Combined Linear Congruential Generator

Combined Linear Congruential Generator Example

Test for Random Number

Autocorrelation

Autocorrelation Example

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

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

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

Random Number Generation Question 1

Random Number Generation Question 2

Random Number Generation Question 3

Random Number Generation Question 4

Random Number Generation Question 5

Random Number Generation Question 6

Random Number Generation Question 7

Random Number Generation Question 8

Hypothesis Testing Question 1

Hypothesis Testing Question 2

Hypothesis Testing Question 3 - Variance

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)

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 Analysis Questions 1

Input Analysis Questions 2

Input Analysis Questions 3

Input Analysis Questions 4

Input Analysis Questions 5

Random Number Generation + Input Modelling Questions 1

Random Number Generation + Input Modelling Questions 2

Random Number Generation + Input Modelling Question 3

Random Number Generation + Input Modelling Question 4

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 Question 1

Validation Question 2

Validation 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

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

Output Analysis Mixed Questions 1

Output Analysis Mixed Questions 2

Output Analysis Mixed Questions 3

Output Analysis Mixed Questions 4

Schedule Module

Example 1

Exam Like Question 1

Assign Module

Example 2

Record module-Count

Assign Module -TNOW

Example 3

Record Module- Time Interval

Exam Like Question 2

Exam Like Question 3

Resource Set

Exam Like Question 4

Exam Like Question 5

Exam Like Question 6

Failure Module

Example 4

Example 5

Statistic Module

Exam Like Question 7

Arriving with a Schedule

Going to the shortest queue

Example 6

Exam Like Question 8

Seize-Delay-Release

Shared Queue

Priority

Exam Like Qustion 9

Record into Sets

Exam Like Question 10

Match-Batch-Seperate

Example 7

Exam Like Question 11

Exam Like Question 12

Hold ve Signal

Example 8

Route and Station

Assign- Variable

Example 9