Assignments Project

brasscoffeeAI and Robotics

Nov 17, 2013 (3 years and 8 months ago)

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Assignments Project


Common requirements




1. Software: Matlab is not permitted. The other Softwares are



okay. VC++ is encouraged.



2. Friendly user interface is required. Convenient input interface



and good output interface. If the input interface allows the



user to arbitrarily set the parameter , it is better.



3. Visually show the initial and terminate state of the problem.



Common requirements




4. Add sufficient comments to the codes



5. Easily understandable codes.


Common requirements

Materials that must be provided.



(1) Codes and the exe file



(2) Encourage to provide illustrations and explanation of the codes.



(3) Report:



Problem presentation



Analysis and design, algorithms and formulae



Implementation



Results and explanation



Conclusion and discussion





Assignments


A. Exploit Hopfield to solve TSP.




10 cities shown as follows:








Al l ow

t he

user

t o

i nput

arbi trary

dat a

as

t he



locations

of

the

city
.

Also

encourage

to

design

a

project



t hat

wor ks

f or

a

var yi ng

number

of

ci t i es
.



1 (0.4000,0.4439),2 (0.2439,0.1463),
3 (0.1707,0.2293),4 (0.2293,0.7610),
5 (0.5171,0.9414),6 (0.8732,0.6536),
7 (0.6878,0.5219),8 (0.8488,0.3609),
9 (0.6683,0.2536),
city city
city city
city city
city city
city ci
 
 
 
 

10 (0.6195,0.2634)
ty

Assignments


B. Use the forward multi
-
layer NN to solve a


classification problem.



(1) The visible and infrared face images were simultaneously captures and
uses. There are 119 subjects. each subject provided 2 to 19 visible and
infrared face images.



(2) Expect that the face images of 119 subjects or 118 subjects (one subject
provided only 2 visible and infrared face images ) are used to conduct the
experiments under different lighting conditions.



(3) Allow to combine the NN and other technologies to classify the faces.



(4) It is better to simultaneously use visible and infrared face images for face
recognition.

Assignments


C. Use a same clustering problem to test


SOM and hopfield.





Assignments



Other

assi gnments

are

al so

okay
.

A

standard

similar

previous

ones

is

adopted

t o

e v a l u a t e

t h e m
.