PAÜ .:. Eğitim Öğretim Bilgi Sistemi

COURSE INFORMATION

Course Code	Course Title	L+P Hour	Semester	ECTS
IENG 305	SIMULATION	3 + 1	5th Semester	5

COURSE DESCRIPTION

Course Level	Bachelor's Degree
Course Type	Compulsory
Course Objective	The objective of this course is to introduce the concepts related to simulation which is one of the most important analysis and solution tools used by IEs. Students attending this course will be able to develop discrete event simulation models and evaluate the results of these models.
Course Content	Definition of system simulation. Fundemental concepts of simulation. Steps of a simulation study. Statistic and probabilty concepts in simulation. Establishing simulation models for discrete systems. Programming simulation models for discrete systems. Programming simulation models. Validity validation analysis. Output analisis.
Prerequisites	No the prerequisite of lesson.
Corequisite	No the corequisite of lesson.
Mode of Delivery	Face to Face

COURSE LEARNING OUTCOMES

1	Understands the concept of simulation and its importance
2	Develops basic and mid-level discrete event simulation models
3	Understands the operations related to complex systems and collects necessary data.
4	Generates solutions to decision problems using simulation

COURSE'S CONTRIBUTION TO PROGRAM

	PO 01	PO 02	PO 03	PO 04	PO 05	PO 06	PO 07	PO 08	PO 09	PO 10	PO 11	PO 12	PO 13
LO 001	3	3	3	3	2	1	2	1	1	2	1	2	3
LO 002	5	5	4	5	5	2	4	2	1	1	3	2	5
LO 003	5	5	5	5	5	2	3	1	1	1	3	3	5
LO 004	5	5	5	5	5	2	2	1	1	3	2	3	5
Sub Total	18	18	17	18	17	7	11	5	4	7	9	10	18
Contribution	5	5	4	5	4	2	3	1	1	2	2	3	5

ECTS ALLOCATED BASED ON STUDENT WORKLOAD BY THE COURSE DESCRIPTION

Activities	Quantity	Duration (Hour)	Total Work Load (Hour)
Course Duration (14 weeks/theoric+practical)	14	4	56
Hours for off-the-classroom study (Pre-study, practice)	14	1	14
Assignments	4	2	8
Mid-terms	1	10	10
Final examination	1	20	20
Presentation / Seminar Preparation	1	22	22
Total Work Load ECTS Credit of the Course			130 5

COURSE DETAILS

Select Year

	Course Term	No	Instructors
Details	2023-2024 Fall	1	AŞKINER GÜNGÖR
Details	2023-2024 Fall	2	OZAN ÇAPRAZ

Course Details

Course Code	Course Title	L+P Hour	Course Code	Language Of Instruction	Course Semester
IENG 305	SIMULATION	3 + 1	1	Turkish	2023-2024 Fall

Course Coordinator	E-Mail	Phone Number	Course Location	Attendance
Prof. Dr. AŞKINER GÜNGÖR	askiner@pau.edu.tr		MUH A0425	%70 (Uygulamalı teorik derslerde devam sağlayan öğrenci tekrar aynı dersi aldığında devam koşulu aranır.)

Goals		The objective of this course is to introduce the concepts related to simulation which is one of the most important analysis and solution tools used by IEs. Students attending this course will be able to develop discrete event simulation models and evaluate the results of these models.
Content		Definition of system simulation. Fundemental concepts of simulation. Steps of a simulation study. Statistic and probabilty concepts in simulation. Establishing simulation models for discrete systems. Programming simulation models for discrete systems. Programming simulation models. Validity validation analysis. Output analisis.

Topics

Weeks	Topics
1	Introduction to the course
2	Development of a simulation model
3	Monte Carlo Simulation
4	Introduction to ARENA
5	Modelling with ARENA
6	Modelling with ARENA
7	Modelling with ARENA
8	Modelling with ARENA
9	Exam week
10	Data collection and input analysis
11	Random number generation models
12	Output analysis
13	Project presentations
14	Project presentations and review of the course

Materials

Materials are not specified.

Resources

Resources	Resources Language
Hoover, S.V. and Perry, R.F. Simulation: A Problem-Solving Approach, Addison Wesley Publishing Company Inc., 1990.	English
Kelton, W.D., Sadowski, R.P., and Sturrock, D.T. Simulation with Arena, McGraw Hill, 2007.	English
Öztürk, F. Ve Özbek, L. Matematiksel Modelleme ve Simülasyon, Gazi Kitabevi, 2004.	Türkçe
Özkul, A.E:, Benzetim Ders Notları, Osmangazi Üniversitesi, 2001.	Türkçe
Ders esnasında verilecek ve üniversitemiz kütüphanesinden ve/veya İnternet üzerinden erişilebilir kaynaklar da derste kullanılacaktır.	Türkçe

Course Assessment

L+P: Lecture and Practice
PQ: Program Learning Outcomes
LO: Course Learning Outcomes

Prospective Student