INDE 411

Stochastic Models and Decision Analysis

WINTER 2008

Mondays,Wednesdays9:30-10:50am, MEB 242

Fridays 9:30-11:20am,MGH 030

 

Instructor: Archis Ghate
Phone: (206) 616-5968
Email: archis@u.washington.edu
Office: AERB 141D

Office hours: M W 12:00-1:30

Teaching Assistant: Yasin Gocgun
Phone: (206) 543-5348
Email: gocgun@u.washington.edu
Office: MEB 106

Office hours: M 4:30-6:00 Tu F 3:30-5:00

Course Description:

Stochastic systems analysis applied to industrial engineering problems.Topics include: decision analysis, Markov chains, queuing theory, and queuingapplications. Prerequisite: INDE410, and INDE 315.

 

Textbook:                   F. S. Hillier and G. J. Lieberman, Introduction toOperations Research (8th Edition), McGraw-Hill, 2005.

Lecture notes:            Available in installments on class web page.

Class web page:         http://courses.washington.edu/inde411

 

Grading:

  Seven assignments (your assignment with the worst score will be dropped), 20%(Homeworkdue by5:00pm in IndE 411 TA mailbox in MEB G6)

  Threeexams:ExamI25%, Exam II 25%, Exam III 30%.

 

Course Policies:

 

You are allowed, in fact, encouraged to discuss homework problems in groups. However, the homework solutions must be written independently. You may not seek or provide inappropriate assistance to your fellow students during exams. This class is run according to the student conduct code available at http://www.washington.edu/students/handbook/conduct.html

 

If you think your homework or exam is graded incorrectly, please contact the TA first.

 

Course Schedule: This course will cover chapters 15, 16 and17from the textbook. The schedule below is temporary and is only intended toreflect the approximate development of the course.

 

Reading

Lecture

Date

Location

HW/LAB

After Class Update

Chapter 15

Introduction

M  Jan 7

MEB242

 

DA1

Probability Review

W Jan 9

MEB242

HW 1 assigned

 

Decision Making Under Uncertainty

F Jan 11

MGH 030

 

        DA2

Decision making contd./Utility theory

M  Jan 14

MEB242

 

 

Utility theory contd.

W  Jan 16

MEB242

HW 1 due, HW 2 assigned

DA3

Lab 1

F  Jan 18

MGH030

Lab 1

TreePlan

SensIt

Lab1_Solution

 

Holiday

Martin Luther King, Jr. 's  birthday.

M  Jan 21

 

 

 

Finishing up Ch. 15 + Review

W  Jan 23

MEB242

HW 2 due

 

                                Practice Exam I

Practice Exam I Solution

F  Jan 25

MGH030

 

 

Chapter 16

Markov Chains

M  Jan 28

MEB242

 

 

Chapman-Kolmogorov equations

 extra notes

W  Jan 30

MEB242

HW 3 assigned

 

Lab 2

F  Feb 1

MEB 242

 

 

Classification of States

M  Feb 4

MEB242

 

 

Steady state probabilities

W  Feb 6

MEB242

HW 3 due, HW 4 assigned

 

Lab 3

Lab3_solution

F  Feb 8

MGH030

 

 

First passage times

M  Feb 11

MEB242

 

 

absorbing states

W  Feb 13

MEB242

HW 4 due, HW 5 assigned

 

 

Lab 4 (Practice Exam 2)

solutions

F Feb 15

MGH030

 

 

Chapter 17

Holiday

Presidents’ day

M Feb 18

 

 

 

Fundamentals of queuing

W  Feb 20

MEB242

HW 5  due

 

EXAM II

F  Feb 22

MGH030

 

 

Birth-and-death processes

 

 derivations

M  Feb 25

MEB242

 

 

 Exponential examples

M/M/1 systems

 

derivations

W  Feb 27

MEB242

HW 6 assigned

 

Lab 5

F  Feb 29

MGH030

 

 

M/M/s and Extensions of M/M/1

mms_derivations

mm1_k_derivations

mm1_k_example

 

M  Mar 3

MEB242

 

 

M/M/s//K Systems

mms_k_formulas

mms_k_example

W  Mar 5

MEB242

HW 6 Due, HW 7 assigned

 

Lab 6

Lab Solution

MMs

MMs Economic Analysis

Finite Queue

F  Mar 7

MGH030

 

 

NO CLASS!!

M  Mar 10

MEB242

 

 

Practice Exam Solved in Class

W  Mar 12

MEB242

HW 7 Due

 

Practice Exam III solutions

F  Mar 14

MGH030