-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathExperimentController.java
More file actions
443 lines (405 loc) · 17.2 KB
/
ExperimentController.java
File metadata and controls
443 lines (405 loc) · 17.2 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
import java.util.*;
import java.io.*;
/**
*
*
* @author Tafita Rakotozandry
* @version1
*/
public class ExperimentController
{
private static Integer [] array; // the array the will contain all the data
public static Integer[] numberOfElements; //the container of the different number of elements
public static Integer currentNumbers; //the actual type of array used
private static Integer min=0; //minimum number generated
private static Integer max=5000; //maximum number generated
private static Integer seeds=56153333; //the seeds of the random
public static void main() throws FileNotFoundException {
Integer[] k = {10};
Integer[] smallData = {100,200,300,400,500,600,700,800,900};//{100,200,300,400,500,600,700,800,900};//array containing the small elements numbers
Integer[] mediumData = {1000,2000,3000,4000,5000,6000,7000,8000,9000}; //array containing the medium elements numbers
Integer[] largeData = {10000,20000,30000,40000,50000,60000,70000,80000,90000};//array containing the large elements numbers
Integer[] hugeData = {1000000,2000000,3000000,4000000,5000000,6000000,7000000,8000000,9000000};
numberOfElements=smallData; // the curent element numbers
//PrintStream out = new PrintStream(new FileOutputStream("largeData2.txt"));
//System.setOut(out);
testInsertionSort();
testBubbleSort();
testMergeSort();
testSelectionSort();
testQuickSortRandomPivot();
testQuickSortFrontPivot();
testQuickSortMedianPivot();
}
/**
* Print The arrays
*/
public static void printArray() {
System.out.println(Arrays.toString(array));
}
/**
* Print Data into a csv file
* use only when to export data into file
*
*/
public static void writeCSV()throws FileNotFoundException{
PrintStream out = new PrintStream(new FileOutputStream("output.txt"));
System.setOut(out);
}
/**
* Runs tests on insertion sort with different array charactaristics
*
*/
public static void testInsertionSort() {
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateReverseSortedArray();
System.out.println(timeInsertionSort());
}
System.out.println("ReverseSorted Array For InsertionSort");
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateSortedArray();
System.out.println(timeInsertionSort());
}
System.out.println("Sorted Array For InsertionSort");
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateRandomListArray();
System.out.println(timeInsertionSort());
}
System.out.println("RandomListArray InsertionSort");
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateHalfSortedArray();
System.out.println(timeInsertionSort());
}
System.out.println("HalfSortedArray InsertionSort");
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateDuplicateElementsArray() ;
System.out.println(timeInsertionSort());
}
System.out.println("DuplicateElementsArray InsertionSort");
}
/**
* Runs tests on Bubble sort with different array charactaristics
*
*/
public static void testBubbleSort() {
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateReverseSortedArray();
System.out.println(timeBubbleSort());
}
System.out.println("ReverseSorted Array For BubbleSort");
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateSortedArray();
System.out.println(timeBubbleSort());
}
System.out.println("Sorted Array For BubbleSort");
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateRandomListArray();
System.out.println(timeBubbleSort());
}
System.out.println("RandomListArray BubbleSort");
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateHalfSortedArray();
System.out.println(timeBubbleSort());
}
System.out.println("HalfSortedArray BubbleSort");
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateDuplicateElementsArray() ;
System.out.println(timeBubbleSort());
}
System.out.println("DuplicateElementsArray BubbleSort");
}
/**
* Runs tests on Merge sort with different array charactaristics
*
*/
public static void testMergeSort() {
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateReverseSortedArray();
System.out.println(timeMergeSort());
}
System.out.println("ReverseSorted Array For MergeSort");
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateSortedArray();
System.out.println(timeMergeSort());
}
System.out.println("Sorted Array For MergeSort");
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateRandomListArray();
System.out.println(timeMergeSort());
}
System.out.println("RandomListArray MergeSort");
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateHalfSortedArray();
System.out.println(timeMergeSort());
}
System.out.println("HalfSortedArray MergeSort");
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateDuplicateElementsArray() ;
System.out.println(timeMergeSort());
}
System.out.println("DuplicateElementsArray MergeSort");
}
/**
* Runs tests on Selection sort with different array charactaristics
*
*/
public static void testSelectionSort() {
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateReverseSortedArray();
System.out.println(timeSelectionSort());
}
System.out.println("ReverseSorted Array For SelectionSort");
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateSortedArray();
System.out.println(timeSelectionSort());
}
System.out.println("Sorted Array For SelectionSort");
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateRandomListArray();
System.out.println(timeSelectionSort());
}
System.out.println("RandomListArray SelectionSort");
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateHalfSortedArray();
System.out.println(timeSelectionSort());
}
System.out.println("HalfSortedArray SelectionSort");
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateDuplicateElementsArray() ;
System.out.println(timeSelectionSort());
}
System.out.println("DuplicateElementsArray SelectionSort");
}
/**
* Runs tests on QuickSortRandomPivot sort with different array charactaristics
*
*/
public static void testQuickSortRandomPivot() {
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateReverseSortedArray();
System.out.println(timeQuickSortRandomPivot());
}
System.out.println("ReverseSorted Array For QuickSortRandomPivot");
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateSortedArray();
System.out.println(timeQuickSortRandomPivot());
}
System.out.println("Sorted Array For QuickSortRandomPivot");
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateRandomListArray();
System.out.println(timeQuickSortRandomPivot());
}
System.out.println("RandomListArray QuickSortRandomPivot");
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateHalfSortedArray();
System.out.println(timeQuickSortRandomPivot());
}
System.out.println("HalfSortedArray QuickSortRandomPivot");
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateDuplicateElementsArray() ;
System.out.println(timeQuickSortRandomPivot());
}
System.out.println("DuplicateElementsArray QuickSortRandomPivot");
}
/**
* Runs tests on QuickSortFrontPivot sort with different array charactaristics
*
*/
public static void testQuickSortFrontPivot() {
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateReverseSortedArray();
System.out.println(timeQuickSortFrontPivot());
}
System.out.println("ReverseSorted Array For QuickSortFrontPivot");
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateSortedArray();
System.out.println(timeQuickSortFrontPivot());
}
System.out.println("Sorted Array For QuickSortFrontPivot");
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateRandomListArray();
System.out.println(timeQuickSortFrontPivot());
}
System.out.println("RandomListArray QuickSortFrontPivot");
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateHalfSortedArray();
System.out.println(timeQuickSortFrontPivot());
}
System.out.println("HalfSortedArray QuickSortFrontPivot");
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateDuplicateElementsArray() ;
System.out.println(timeQuickSortFrontPivot());
}
System.out.println("DuplicateElementsArray QuickSortFrontPivot");
}
/**
* Runs tests on QuickSortMedianPivot sort with different array charactaristics
*
*/
public static void testQuickSortMedianPivot() {
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateReverseSortedArray();
System.out.println(timeQuickSortMedianPivot());
}
System.out.println("ReverseSorted Array For QuickSortMedianPivot");
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateSortedArray();
System.out.println(timeQuickSortMedianPivot());
}
System.out.println("Sorted Array For QuickSortMedianPivot");
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateRandomListArray();
System.out.println(timeQuickSortMedianPivot());
}
System.out.println("RandomListArray QuickSortMedianPivot");
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateHalfSortedArray();
System.out.println(timeQuickSortMedianPivot());
}
System.out.println("HalfSortedArray QuickSortMedianPivot");
for (currentNumbers=0; currentNumbers<numberOfElements.length;currentNumbers++){
generateDuplicateElementsArray() ;
System.out.println(timeQuickSortMedianPivot());
}
System.out.println("DuplicateElementsArray QuickSortMedianPivot");
}
/**
* Generate array with random items
*
*/
public static void generateRandomListArray() {
Random random = new Random(seeds);
array=new Integer[numberOfElements[currentNumbers]];
for (int i = 0; i < array.length; i++) {
array[i]=random.nextInt(max - min) + min; }
}
/**
* Generate array with sorted items
*
*/
public static void generateSortedArray() {
array=new Integer [numberOfElements[currentNumbers]];
for (int i = 0; i < array.length; i++) {
array[i]= i;}
}
/**
* Generate array with reverse sorted items
*
*/
public static void generateReverseSortedArray() {
array=new Integer [numberOfElements[currentNumbers]];
for (int j = 0; j < array.length; j++) {
array[j] = array.length - 1 - j;
}
}
/**
* Generate array with partially sorted array
*
*/
public static void generateHalfSortedArray() {
Random random = new Random(currentNumbers);
array=new Integer[numberOfElements[currentNumbers]];
for (int j = 0; j < array.length/2; j ++) {
array[j] = j;
}
for (int j = array.length/2; j < array.length; j ++) {
array[j] = random.nextInt((max - (array.length/2)) + 1) + (array.length/2);
}
}
/**
* Generate array with random items
*
*/
public static void generateDuplicateElementsArray() {
Random random = new Random(currentNumbers);
array=new Integer[numberOfElements[currentNumbers]];
int k =0;
for (int j = 0; j < array.length/2; j ++) {
array[j] = j;
}
for (int j = array.length/2; j < array.length; j ++) {
k++;
array[j] = random.nextInt((max - (array.length/2)) + 1) + (array.length/2);
if(k%2 ==0){
array[j]=array[j-1];
}
}
}
/**
* Returns time to quick sort an array using a random number as pivot
*
*/
public static long timeQuickSortRandomPivot() {
QuickSortRandomPivot quickSortRandom = new QuickSortRandomPivot();//create the quicksort object
long startTime = System.currentTimeMillis(); //take initial time
quickSortRandom.sort(array);// run the sorting
long stopTime = System.currentTimeMillis(); //take final time
return stopTime - startTime; //return the time
}
/**
* Returns time to quick sort an array using a front number as pivot
*
*/
public static long timeQuickSortFrontPivot() {
QuickSortFrontPivot quickSortRandom = new QuickSortFrontPivot();//create the quicksort object
long startTime = System.currentTimeMillis(); //take initial time
quickSortRandom.sort(array);// run the sorting
long stopTime = System.currentTimeMillis(); //take final time
return stopTime - startTime; //return the time
}
/**
* Returns time to quick sort an array using a front median as pivot
*
*/
public static long timeQuickSortMedianPivot() {
QuickSortMedianPivot quickSortRandom = new QuickSortMedianPivot();//create the quicksort object
long startTime = System.currentTimeMillis(); //take initial time
quickSortRandom.sort(array);// run the sorting
long stopTime = System.currentTimeMillis(); //take final time
return stopTime - startTime; //return the time difference
}
/**
* Returns time to merge sort an array
*
*/
public static long timeMergeSort() {
MergeSort mergeSort = new MergeSort();
long startTime = System.currentTimeMillis(); // Saves initial time
mergeSort.sort(array);
long stopTime = System.currentTimeMillis(); // Saves final time
return stopTime - startTime; //return the time difference
}
/**
* Returns time to merge sort an array
*
*/
public static long timeSelectionSort() {
SelectionSort selection = new SelectionSort();
long startTime = System.currentTimeMillis(); // Saves initial time
selection.sort(array);
long stopTime = System.currentTimeMillis(); // Saves final time
return stopTime - startTime; //return the time difference
}
/**
* Returns time to merge sort an array
*
*/
public static long timeInsertionSort() {
InsertionSort insertion = new InsertionSort();
long startTime = System.currentTimeMillis(); // Saves initial time
insertion.sort(array);
long stopTime = System.currentTimeMillis(); // Saves final time
return stopTime - startTime; //return the time difference
}
/**
* Returns time to merge sort an array
*
*/
public static long timeBubbleSort() {
BubbleSort bubble = new BubbleSort();
long startTime = System.currentTimeMillis(); // Saves initial time
bubble.sort(array);
long stopTime = System.currentTimeMillis(); // Saves final time
return stopTime - startTime; //return the time difference
}
}