IND 310 • Midterm • Simulation

Introduction to Simulation

Advantages and Disadvantages of Simulation

Simulation Types

System Components

Example - Simulation Components

Classification of Systems

Monte Carlo Simulation

Monte Carlo Simulation Example 1

Introduction

1/2/n server system

Hand Simulation Concepts 1

Hand Simulation Concepts 2

Performance Measure WQ and TS

Hand Simulation Concept- Example

Performance Measure Q(t) and B(t)

Performance Measures - Example

Hand Simulation Concept- Table Fill Example

Simulation By Hand

Hand Simulation - Drilling Center Example

Introduction

Inverse Transform Method

Inverse Transform Method T/F Example

Inverse Transform Method-Example

Emprical Distribution

Emprical Distribution Example

Frequency Distribution

Frequency Distribution Example

Simulation Components Question 1

Simulation Components Questions 2

Simulation Basics T/F Question 1

Simulation Basics T/F Question 2

Clasification of Systems T/F Question

Clasification of Systems Open Ended Question

Introduction to Simulation- Mixed Question T/F

Introduction to Simulation Mixed Questions - Open Ended 1

Introduction to Simulation Mixed Questions - Open Ended 2

Introduction to Simulation Mixed Questions - Open Ended 3

Introduction to Simulation Mixed Questions- Multiple Choice 1

Introduction to Simulation Mixed Questions- Multiple Choice 2

Introduction to Simulation Mixed Questions- Multiple Choice 3

Hand Simulation Concept- Table Fill Question 1

Hand Simulation Concept- Table Fill Question 2

Hand Simulation Concept Question 3

Hand Simulation Concept Question 4

Single Server Question 1

Single Server Question 2 - Machine Break

Two Server Question 1

Simulation by Hand Questions 1 - Shipment Example

Simulation by Hand Question 2 -Gas Station Example

Simulation by Hand Questions 3 - Taxi Example

Simulation by Hand Questions 4 - Altun and Sıla Example

Simulation by Hand Question 5 - Dump Truck Example

Inverse Transform Method- Exponential 1

Inverse Transform Method- Exponential 2

Inverse Transform Method- Uniform 1

Inverse Transform Method- Uniform 2

Inverse Transform Method- Uniform 3

Inverse Transform Method- with a given distribution 1

Inverse Transform Method- with a given distribution 2

Inverse Transform Method- with a given distribution 3

Inverse Transform Method- discrete 1

Inverse Transform Method- discrete 2

Inverse Transform Method- discrete 3

Generate Random Variates Mixed Question

Generate Random Variates - Normal

Generate Random Variates - Acceptance-Rejection Technique

Generate Random Variates - Acceptance-Rejection Technique 2

Emprical Distribution Question 1

Emprical Distribution Question 2

Emprical Distribution Question 3

Emprical Distribution Question 4

Emprical Frequency Distribution Question 1

Emprical Frequency Distribution Question 2

Simulation by Hand + Random Variate Generation-Mixed Question 1

Simulation by Hand + Random Variate Generation- Mixed Question 2

Simulation by Hand + Random Variate Generation- Monte Carlo Simulation

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

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

Distribution Types 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