IE 301 • Midterm II + Final • Operations Research II
Dynamic Programming, Discrete/Continuous Time Markov Chain gibi konular artık çok kolay! Sen de özet konu anlatımları ve çıkmış sınav soruları ile sınavlara en hazır şekilde gir!
Konular
Deterministic Dynamic Programming
A New Approach to Optimization Problems
Inventory Problems
Example 1
Example 2
Resource Allocation Problems
Example 3
Example 4
Example 5
NLP with Dynamic Programming
Solving NLPs with Dynamic Programming (Integer Variables)
Solving NLPs with Dynamic Programming (Continuous Variables)
Probabilistic Dynamic Programming
What is the difference?
Example 1
Example 2
Example 3
Discrete Time Markov Chains (DTMC) - Part I
What is a Markov Chain?
One-Step Transition Probabilities
Example
n-Step Transition Probabilities
Chapman-Kolmogorov Equations
Example
Unconditional State Probabilities
Example
Steady State Distribution
Example
Classes and State Properties
Periodicity and Ergodic Markov Chains
Example
Example
Example
Sample Midterm II Problems (NEW)
Problem 1
Problem 2
Problem 3
Problem 4
Problem 5
Problem 6
Problem 7
Problem 8
Problem 9
Problem 10
Problem 11
Discrete Time Markov Chains (DTMC) - Part II (NEW)
First Passage Times
Example
Expected First Passage Time
Expected Recurrence Time
Example
Absorbing Chains
Absorption Probabilities
Example
Probability of Ever Visiting a State
Example
Expected Number of State Visits
Example
Expected Time Until Absoption
Example
Continuous Time Markov Chains (CTMC) (NEW)
From Discrete to Continuous
Example 1
Example 2
Example 3
Steady State Distribution
Q Matrix
Example 4
Example 5
Example 6
CTMC Soru Tipi: Birth-and-Death Processes
İZLEMEDEN BÖLÜME BAŞLAMA!!!
A subproblem of CTMC
Random Rates, Finite Chain
Example 1
Random Rates, Infinite Chain
Example 2
Equal Rates, Infinite Chain, Single Server
Example 3
Equal Rates, Finite Chain, Single Server
Example 4
Equal Rates, Finite Chain, Multiple Servers
Example 5
Sample Exam Problems
DP - Inventory Problems 1
DP - Inventory Problems 2
DP - Resource Allocation Problems 1
DP - Resource Allocation Problems 2
DP - Resource Allocation Problems 3
DP - Resource Allocation Problems 4
NLP with Dynamic Programming 1
NLP with Dynamic Programming 2
Probabilistic Dynamic Programming 1
Probabilistic Dynamic Programming 2
Probabilistic Dynamic Programming 3
Probabilistic Dynamic Programming 4
Discrete Time Markov Chains 1
Discrete Time Markov Chains 2
Discrete Time Markov Chains 3
Discrete Time Markov Chains 4
Discrete Time Markov Chains 5
Discrete Time Markov Chains 6
Discrete Time Markov Chains 7
Discrete Time Markov Chains 8
Discrete Time Markov Chains 9
Discrete Time Markov Chains 10
Discrete Time Markov Chains 11
Discrete Time Markov Chains 12
Continuous Time Markov Chains 1
Continuous Time Markov Chains 2
Continuous Time Markov Chains 3
Continuous Time Markov Chains 4
Continuous Time Markov Chains 5
Continuous Time Markov Chains 6
Continuous Time Markov Chains 7
Eğitmen
Ömer Faruk AltunCo-founder & Head of Education
2011 yılında Endüstri Mühendisliği okumak için başladığım Sabancı Üniversitesi'nden 2018 yılında Bilgisayar Mühendisi olarak mezun oldum. 11 yıldır Altun ismiyle başta Sabancı Üniversitesi olmak üzere çeşitli okullarda Endüstri ve Bilgisayar Mühendisliği alanlarında ders vermekteyim. Unicourse'ta sunduğum derslerin yanında eğitim departmanının da sorumluluğunu üstlenmekteyim.
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