Exercise 3 for the course "Parallel and distributed systems" of THMMY in AUTH university.
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Dataset X {
int NUMBER_OF_POINTS = 600;
int DIMENSIONS = 2;
char* POINTS_FILENAME = "../data/X.bin";
A good deviation is 1
For Processing script:
float maxX = 17.124000;
float minX = 3.402000;
float maxY = 14.996000;
float minY = 3.178000;
12 iterations
}
Dataset s1 {
int NUMBER_OF_POINTS = 5000;
int DIMENSIONS = 2;
char* POINTS_FILENAME = "../data/s1";
A good deviation is 30000
For Processing script:
float maxX = 961951;
float minX = 19835;
float maxY = 970756;
float minY = 51121;
~28 iterations
}
Dataset s4 {
int NUMBER_OF_POINTS = 5000;
int DIMENSIONS = 2;
char* POINTS_FILENAME = "../data/s4";
A good deviation is 30000-35000
For Processing script:
float maxX = 932954;
float minX = 89604;
float maxY = 977215;
float minY = 35412;
122 iterations with epsilon = 0.0001 and h = 30000
110 iterations with epsilon = 0.01 and h = 30000
108 iterations with epsilon = 1 and h = 31000
}
Dataset 32 {
int NUMBER_OF_POINTS = 1024;
int DIMENSIONS = 32;
char* POINTS_FILENAME = "../data/32";
A good deviation is 30000-35000
For Processing script:
no use
23 iterations with epsilon = 0.0001 and h = 20
44 iterations with epsilon = 0.01 and h = 10
}