IE 598 Inference in Graphical Models
Homework 2
Covers lecture slides
3. Markov property
4. Elimination algorithm
5. Max-product algorithm
Problem 2.1
In this problem, we will show that when the distribution (x) is not strictly positive (i.e. (x) = 0 for
IE 300
Summer 2017
Midterm Exam
07/07/2017
Time Limit: 120 Minutes
Name:
Show work to get partial credit.
No cell phones, notes, etc.
175 Points Total.
1. (30 points) Suppose that we have a die with
P (1) =
1
1
1
3
1
1
, P (2) = , P (3) = , P (4) = , P (5
IE 300
Summer 2017
Quiz 2
06/16/2017
Time Limit: 10 Minutes
Name:
1. (10 points) A medical test is to detect genetic mutation. If the patient has mutation, the
test will detect it with probability of 0.99; If the patient doesnt have genetic mutation,
the
IE 300
Summer 2017
Quiz 7
06/30/2017
Time Limit: 10 Minutes
Name:
1. Suppose X is an Exponential random variable with mean 5. What is density of X, fX (x)?
2. Suppose X has a uniform distribution over [2.5, 4.5]:
(a) Compute P (X 3.7)
(b) Compute P (X 4.8
IE 300
Summer 2017
Quiz 6
06/29/2017
Time Limit: 15 Minutes
Name:
1. (30 points) X is a continuous random variable with the following density:
fX (x) =
2.5
0
48 x 52, 0.05x y 2.6
ow
(a) (5 points) Whats the marginal distribution of X?
(b) (5 points) Whats
IE 300
Summer 2017
Quiz 5
06/28/2017
Time Limit: 15 Minutes
Name:
1. (5 points) Suppose that X is an Exponential random variable with mean 5. What is
the probability density function, fX (x), of X?
2. (20 points) Suppose that X is uniformly distributed ov
IE 300
Summer 2017
Quiz 1
06/14/2017
Time Limit: 10 Minutes
Name:
1. (15 points) Suppose that we have die with
1
1
1
3
1
1
, P (2) = , P (3) = , P (4) = , P (5) = , P (6) =
24
6
12
24
3
4
Lets define random variable X which is 2 if the outcome of the die
IE 300
Summer 2017
Quiz 4
06/26/2017
Time Limit: 10 Minutes
Name:
1. (20 points) X is a Cont. R.V such that fX (x) = Cx for 0 < x < 1.
What value(s) of C makes fX (x) valid?
Find CDF of X.
IE 300
Quiz 4 - Page 2 of 2
Answer:
Z 1
Cxdx = 1
0
C/2 = 1
C=2
Z
x
IE 300
Summer 2017
Quiz 3
06/21/2017
Time Limit: 10 Minutes
Name:
1. (10 points) Suppose that X is Poisson with parameter = 2. What is P (X = 5)?
IE 300
Answer:
P (X = 5) =
Quiz 3 - Page 2 of 2
e2 25
5!
06/21/2017
International Journal of Applied Science and Engineering
2013. 11, 1: 13-24
Influence of Input Parameters on Characteristics of Electro
Chemical Machining Process
C. Senthilkumara,*, G. Ganesana, and R. Karthikeyanb
a
Department of Manufacturing Engineeri
Data Sheet
Creo Elements/ Direct Model Manager
THE ESSENTIAL COMPANION TO CREO ELEMENTS/DIRECT MODELING 3D PRODUCT DEVELOPMENT
Formerly CoCreate
Creo Elements/Direct Model Manager manages
your product design data within a central database, effectively coo
Data Sheet
Creo Elements/ Direct 2D Access
Easily share 2D CAD designs with anyone in your organization and supply chain
Formerly CoCreate
Creo Elements/Direct 2D Access is a CAD viewer
that enables companies to improve product review processes by extendi
World Academy of Science, Engineering and Technology
Vol:6 2012-02-21
Surface Roughness and MRR Effect on Manual
Plasma Arc Cutting Machining
International Science Index Vol:6, No:2, 2012 waset.org/Publication/6229
R. Bhuvenesh, M.H. Norizaman, M.S. Abdul
Gujarat Technological University
(http:/www.gtu.ac.in/)
Guideline for Final Year BE Project Report Submission: Academic Year 2013-2014
All the final year students who are working on their 7th semester project need to submit the
following:
(i) Project Repo
~
Care and Repair of Advanced Composites
~
together to give the necessary mechanical strength or stiffness to the composite part. Today
this definition usually refers to fibers as reinforcement in a resin matrix, but it can also
include metal-skinned hone
E-Multi
TM
PRECISE, ALL ELECTRIC INJECTION SOLUTION
Multi-shot molding in
a single-shot molding
machine
Fast delivery
Highly energy efficient
Compact in size
Mold mounted for
maximum flexibility
Fully-featured, robust
injection control system
Intuitive us
Measuring Tools
and Systems
Chapter 5
Page 40
Measuring Systems U.S.
U.S. =
Length= miles, feet, inches, fractions of
an inch, tenths, hundredths, thousandths,
ten thousandths, and decimals.
Pressure= pounds per square inch
(p.s.i.)& vacuum (inches of me
GE 450 Fall 2016 Lecture 4
Name:
NetID:
_
Solution for Example 2: Selection of two-phase cooling technology for microprocessor by comparing four
alternatives on three attributes. Lower temperature, less power consumption, and smaller volume are
preferred.
GE 450 Lecture 15 Introduction
Tuesday, October 18, 2016
In some decision situations actions of an intelligent adversary can affect the outcome of the
decision.
These situations are similar to decision-making under uncertainty, where uncertainty is due
to
GE 450 Lectures 19-20 Risk Management
Tuesday, November 08, 2016
Typically, risk is defined as a chance that something bad will happen.
In general risks can be viewed as a probability distribution on a set of possible outcomes. The
outcomes can be both
GE 450 Fall 2016 Lecture 5
Name:
NetID:
_
Selection of two-phase cooling technology for microprocessor by comparing four alternatives on three
attributes, using MAUT. Lower temperature, less power consumption, and smaller volume are
preferred.
Technology