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Spring 2017, Approximate Schedule and Homeworks

(HOMEWORKS ARE DUE ONE WEEK AFTER BEING ASSIGNED, NO LATE HOMEWORKS)

Weeks
Dates
Topics Homeworks
1
Jan. 26, 31

-Introduction, Motivation for Simulation
[Ross: Chapter 1 ]
-Matlab Overview
[Read "Getting Started" in Matlab.  Sections to read:Introduction
Matrices and Arrays, Graphics]

HW#1 given out Jan. 26
HW#1 due Feb. 2
2
Feb. 2, 7

-Probability Review
[Ross: Chapter 2 (2.1-2.6 (skim 2.6))]
-Bernoulli & Binomial Distributions

[Ross: Chapter 2 (2.8, pp. 18-19)]

HW#2 given out Feb. 2
HW#2 due Feb.9
quiz #1, Feb. 7 (last 15 min of lecture)
3
Feb.9, 14

-Uniform, Triangular Distributions [Ross: Chapter 2 (2.9, p.23)
-Pseudorandom Number Generation

[Ross: Chapter 3]

HW#3 given out Feb. 9
HW#3 due Feb. 16
4
Feb. 16, 21

-Exponential, and Geometric Distributions [Ross: Chapter 2 (2.8, pp. 21-22, 2.9, pp. 26-28)]

-Normal distribution (brief overview, more details later), Lognormal distribution

HW#4 given out Feb. 16
HW#4 due Feb. 23
quiz #2, Feb. 21 (last 15 min of lecture)


5
Feb. 23, 28

-Feb. 23
Generating Random Variables [Ross: Chapters 4 and 5]

-Feb. 28
Generating Random Variables [Ross: Chapters 4 and 5]


HW#5 given out Feb. 23
HW#5 due March 2.

6
Mar 2, 7

- Mar. 2
Generating Random Variables [Ross: Chapters 4 and 5] - Mar. 2
-Mar 7
Review for exam 1 (in-class review)
+ Guest lectures, TBD
-questions on these lectures will appear on quizzes and/or exams

 

HW#6 given out Mar. 2
HW#6 due Mar. 9
quiz #3,  March 7 (last 15 min of lecture)

7
Mar. 9, 14

-Mar. 9, exam #1 (in class)

-Mar.14
Normal Distribution, Central Limit Theorem
[Ross:Chapter 2 (2.9, pp. 24- 26)]


exam #1, March 9 (full class time)
8
Mar. 16, 21

-Mar. 16
Specialized Approaches for Generating Normal Random Variables

- Mar. 21 Spring Break- no class

 

 

     9 Mar. 23, 28

-Mar. 23 Spring Break- no class

-Mar. 28
Sample vs. Population Statistics
[Ross: Chapter 9 (9.1, 9.2)]
-Disk Drive Example

 

HW#7 given out Mar. 23
HW#7 due Mar. 30

 

10
Mar. 30, Apr 4

-Mar. 30, Apr. 4
Background on wind power and the Weibull distribution for wind speeds and wind energy

-Discussion of Case Study  1 (wind power planning)


HW#8 Cancelled, work on Case Study 1 instead

Case Study 1 assigned March 30, due April 13

11
Apr. 6, 11

-Apr. 6 The Poisson Distribution, Bayes Theorem


-Apr. 11
Goodness of Fit
Guest Lecture, Dr. Michael Siemann, Earth Networks/Whisker Labs

 



Homework is to work on case study 1

quiz #4,  April 11, (last 15 min of lecture)

12
Apr. 13, 18

-Apr. 13, CASE STUDY 1
5 minute PowerPoint presentations by students
this is part of the Case Study grade + case study reports due (same for all Case Studies)

-Apr. 18, Case Study 2 Overview, Variance Reduction Techniques [Ross: Chapter 11]

Case Study 1 due (Apr. 13)

Homework is to review for exam #2

 

Case Study 2 assigned, April 18
Case Study 2 due (May 4)

13
Apr. 20, 25

-April 20 Variance Reduction Techniques [Ross: Chapter 11], Andy Blohm presentation of R vs. Matlab

-Apr. 25 Finish up variance reduction, Discrete Event Simulation, Queueing Example [Ross: Chapter 8], Review for exam #2, (in class), help with Case Study 2 questions

Homework is to work on Case Study 2

14
Apr. 27, May 2

-Apr. 27 exam #2

-May 2, work on case study (in class questions as needed)

exam #2, April 27 (full class time)

Homework is to work on case study 2

 

15
May 4, 9

-May 4, CASE STUDY 2
5 minute PowerPoint presentations by students this is part of the Case Study grade + case study reports due (same for all Case Studies)

-May 9- review questions for final exam

Homework is to study for final exam

 

16
May 11,
(Last Day of Class)

-May 11, Cumulative Final Exam,(in-class, no computers, no phones, no other electronic devices, except for calculators (with no internet/communications capability), closed book, closed notes, one 8.5 by 11 inch "review sheet" (back and front) allowed

Cumulative Final Exam, May 11 (full class time)


Class Text

Simulation by Sheldon Ross (Fourth Edition)

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