IE 403 • Final • Simulation
Endüstriyel simülasyonun hem teorik kısımlarını hem de Arena yardımıyla uygulamalı alanlarını derinlemesine öğreneceğin ve sayısız örnekle tekrar edeceğin bu dersle beraber sınava tamamen hazır ol!
Eğitmen
Sıla Atınç
2019 Yılında Sabancı Üniversitesi Endüstri Mühendisliği programından dereceyle mezun oldum. Öğrenciliğim devam ederken başladığım bu serüvende başta Sabancı Üniversitesi olmak üzere 5 yıldır çeşitli okullarda Endüstri Mühendisliği dersleri vermekteyim.
Paketi Tamamla
🎓 Atılım Üniversitesi öğrencilerinin %92'si tüm paketi alarak çalışıyor.
IE 403 • Midterm
Simulation
1249 TL
IE 403 • Final
Simulation
1249 TL
Konular
Random Number Generation
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
Input Modelling - Hypothesis Testing(Recall)
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
Input Modelling- Parameter Estimation
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)
Input Modelling
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
Sample Exam Questions I
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
Verification, Calibration and Validation
Introduction
Model Building
Verification
Calibration and Validation
Validation
Hypothesis Testing
Output Analysis: Estimation of Absolute Performance
Introduction
Terminating Non-Terminating Simulation
Example 1 - Sample mean, sample standart deviation
Confidence Interval
Tally - Time Persistent
Non-Terminating Simulation
Output Analysis: Estimation of Relative Performance
Comparing two system
Sampling Types
Independent Sampling
Comparing Several Systems
Sample Exam Questions II
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
Arena Modelling Detailed Operations and Questions
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
Değerlendirmeler
Henüz hiç değerlendirme yok.
Sıkça Sorulan Sorular
Örneğin, Koç Üniversitesi - MATH 101 (Calculus) veya başka bir okulun benzer dersi olsun, paketlerimiz tam da o derse göre tasarlanır. Böylece nokta atışı çalışır, zaman kazanırsın.
Sınava özel videolar —konu anlatımları, çıkmış sorular ve çözümleri, özet notlar—içerir. Sınavda sıkça çıkan soruları hedefler. Eğitmenlerimiz, üniversitenin akademik takvimini takip ederek paketleri sürekli günceller. Böylece, gereksiz detaylarla vakit kaybetmeden başarını artırmaya odaklanabilirsin.
Ders İçeriği
Random Number Generation
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
Input Modelling - Hypothesis Testing(Recall)
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
Input Modelling- Parameter Estimation
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)
Input Modelling
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
Sample Exam Questions I
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
Verification, Calibration and Validation
Introduction
Model Building
Verification
Calibration and Validation
Validation
Hypothesis Testing
Output Analysis: Estimation of Absolute Performance
Introduction
Terminating Non-Terminating Simulation
Example 1 - Sample mean, sample standart deviation
Confidence Interval
Tally - Time Persistent
Non-Terminating Simulation
Output Analysis: Estimation of Relative Performance
Comparing two system
Sampling Types
Independent Sampling
Comparing Several Systems
Sample Exam Questions II
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
Arena Modelling Detailed Operations and Questions
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