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IE 432

Quantitative Risk Management

Decision-making under uncertainty is the through-line here: you learn to quantify "how bad can it get" rigorously rather than relying on expected value alone, using tools like VaR, coherent risk measures, stochastic dominance, and extreme value theory. The work is a mix of problem sets, a project, and a report where you build stochastic optimization models (two-stage, multi-stage, MDPs, chance-constrained) and apply them to finance, energy, and operations problems. It sits downstream of IE's stochastic modeling and optimization sequence and is the natural bridge to quant finance, energy planning, and operations research roles where ignoring tail risk is the difference between a model that ships and one that blows up.

Credit3ECTS5FacultyFaculty of EngineeringBölümIndustrial EngineeringPreIE 202 or IE 400

Haftalık müfredat 14 hafta

Hafta 1
Two-Stage Stochastic Optimization
Hafta 2
Two-Stage Stochastic Optimization
Hafta 3
Multi-Stage Stochastic Optimization
Hafta 4
Markov Decision Processes
Hafta 5
Markov Decision Processes
Hafta 6
Mean Variance Models
Hafta 7
Reliability
Hafta 8
Expected Utility Theory
Hafta 9
Expected Utility Theory
Hafta 10
Chance Constraints
Hafta 11
Chance Constraints
Hafta 12
Value-at-Risk
Hafta 13
Coherent Measures of Risk
Hafta 14
Stochastic Dominance

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Geçmiş GPA dağılımı 13 dönem · ort. 2.72

DönemCourse CPA
2025-2026 Fall 2.54 1 sec · 62 öğr
2024-2025 Fall 2.54 1 sec · 65 öğr
2024-2025 Spring 2.71 1 sec · 65 öğr
2023-2024 Fall 2.58 1 sec · 70 öğr
2022-2023 Spring 2.70 1 sec · 75 öğr
2021-2022 Fall 2.81 1 sec · 50 öğr
2020-2021 Fall 2.70 1 sec · 50 öğr
2019-2020 Fall 2.86 1 sec · 22 öğr
2018-2019 Fall 2.81 1 sec · 26 öğr
2017-2018 Fall 2.71 1 sec · 33 öğr

Aggregate course GPA — Bilkent STARS'tan public data. Hoca-bazlı per-section detayı için STARS evaluation report →. Öğrenci anket cevapları KVKK kapsamında defter'de tutulmaz.

⚠️ FZ engelleyen şartlar

You will be eligible to take the final exam only if the weighted summation of your grades from the midterm exam and homework assignments is at least 9 points out of 45. Those who cannot satisfy this condition will get grade FZ.

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