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IE 324

Simulation

Simulation is your toolkit for analyzing systems too messy for closed-form math—queues, production lines, anything where randomness and timing interact in ways that defy a clean analytical answer. You'll build discrete-event models by hand and in Arena, wrestle with input distributions and random variate generation, then defend your conclusions with proper output analysis instead of eyeballing a single run. Coming after IE 220's probability and IE 256's stochastic models, this is where that theory finally meets a real system you can poke at, and it's the muscle you'll lean on in senior design and most operations-research jobs afterward.

Credit4ECTS6.5FacultyFaculty of EngineeringBölümIndustrial EngineeringPreMATH 260 and (CS 115 OR CS 102 OR CS 114)MüfredatY3 Bahar

Değerlendirme 34% — 3 adım

10%
15%
9%
Term project Arena Project 10%
Lab exam Arena Quiz 15%
Homework Homework Assignments 9%

Önerilen kaynaklar 2 kitap

📕
Zorunlu
Simulation with Arena
Kelton, W. D.
Sadowski · R. P.
📕
Zorunlu
Discrete-Event System Simulation
Banks, J.
Carson · J. S.

Haftalık müfredat 14 hafta

Hafta 1
Introduction to Simulation, Static (Monte Carlo) Simulations, Simulation Exercises
Hafta 2
Introduction to Discrete-Event Dynamic Simulation Event Scheduling/Time Advance Algorithm, Simulation by Hand
Hafta 3
Input Modeling
Hafta 4
Input Modeling, Random Number Generation
Hafta 5
Random Number Generation, Random Variate Generation
Hafta 6
Random Variate Generation, Introduction to Arena
Hafta 7
Arena Basic Modeling
Hafta 8
Arena Detailed Modeling
Hafta 9
Arena Detailed Modeling
Hafta 10
Modeling Detailed Operations
Hafta 11
Output Analysis of Terminating Simulations
Hafta 12
Output Analysis of Steady State Simulations, Validation and Verification, Arena Quiz
Hafta 13
Comparing Alternative Scenarios, Process Analyzer
Hafta 14
Optimization via Simulation, OptQuest, Variance Reduction Techniques

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Geçmiş GPA dağılımı 38 dönem · ort. 2.32

DönemCourse CPA
2025-2026 Fall 2.55 1 sec · 46 öğr
2024-2025 Fall 1.90 2 sec · 58 öğr
2024-2025 Spring 2.40 2 sec · 121 öğr
2023-2024 Fall 2.50 2 sec · 79 öğr
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2022-2023 Fall 2.10 2 sec · 63 öğr
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2021-2022 Fall 2.41 2 sec · 67 öğr
2021-2022 Spring 2.25 3 sec · 120 öğr
2020-2021 Fall 2.12 2 sec · 58 öğr

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Hocalar 1 bu dönem · 7 geçmiş

Bu dönem (2025-2026 Spring) · 2 section
Emre Uzun ×2
Geçmişte ders veren (7 kişi)
Özlem Çavuş İyigün, Kağan Gökbayrak, Barış Yıldız, Alp Eren Akçay, Canan Güneş Çorlu, Mehmet Murat Fadıloğlu, İhsan Sabuncuoğlu