Mathematical Problems in Engineering / 2012 / Article / Tab 2 / Research Article
New Bounds for Ternary Covering Arrays Using a Parallel Simulated Annealing Table 2 It shows the improved bounds produced by CSA approach. Column
𝜗
represents the best-known solution reported in the literature [
30 ]. Column
𝛽
represents the best solution in terms of
𝑁
produced by CSA approach. Last column (
Δ
) depicts the difference between the best result produced by CSA approach and the best-known solution (
Δ
=
𝛽
−
𝜗
). (a) Improved bounds on
C
A
N
(
3
,
𝑘
,
3
)
; (b) improved bounds on
C
A
N
(
4
,
𝑘
,
3
)
; (c) improved bounds on
C
A
N
(
5
,
𝑘
,
3
)
; (d) improved bounds on
C
A
N
(
6
,
𝑘
,
3
)
.
(a)
𝑡
𝑘
𝜗
𝛽
Δ
3
4
27
27 0
3
5
33
33 0
3
6
33
33 0
3
7
40
39 −1
3
8
42
42 0
3
9
45
45 0
3
10
45
45 0
3
11
45
45 0
3
12
45
45 0
3
13
50
49 −1
3
14
51
50 −1
3
15
57
57 0
3
16
60
59 −1
3
17
60
59 −1
3
18
60
59 −1
3
19
60
59 −1
3
20
60
59 −1
3
21
66
67 1
3
22
66
71 5
3
23
69
71 2
3
24
72
71 −1
3
25
75
72 −3
3
26
78
72 −6
3
27
81
79 −2
3
28
81
79 −2
3
29
87
84 −3
3
30
87
84 −3
3
31
90
88 −2
3
32
90
89 −1
3
33
90
89 −1
3
34
90
89 −1
3
35
90
89 −1
3
36
90
89 −1
3
37
90
89 −1
3
38
90
89 −1
3
39
90
89 −1
3
40
90
89 −1
3
41
98
94 −4
3
42
98
94 −4
3
43
100
99 −1
3
44
100
99 −1
3
45
103
99 −4
3
46
103
101 −2
3
47
106
101 −5
3
48
106
101 −5
3
49
108
101 −7
3
50
108
102 −6
(b)
𝑡
𝑘
𝜗
𝛽
Δ
4
5
81
81 0
4
6
111
111 0
4
7
123
123 0
4
8
141
135 −6
4
9
159
135 −24
4
10
159
164 5
4
11
183
183 0
4
12
201
201 0
4
13
219
219 0
4
14
237
249 12
4
15
237
277 40
4
16
237
277 40
4
17
300
287 −13
4
18
307
300 −7
4
19
313
313 0
4
20
315
321 6
4
21
315
338 23
4
22
315
347 32
4
23
315
359 44
4
24
377
375 −2
4
25
384
375 −9
4
26
393
387 −6
4
27
393
387 −6
4
28
393
392 −1
4
29
393
406 13
4
30
393
401 8
4
31
440
424 −16
4
32
445
431 −14
4
33
454
438 −16
4
34
462
447 −15
4
35
471
440 −31
4
36
471
456 −15
4
37
471
460 −11
4
38
471
465 −6
4
39
471
468 −3
4
40
499
472 −27
4
41
506
484 −22
4
42
509
488 −21
4
43
518
494 −24
4
44
522
497 −25
4
45
526
497 −29
4
46
530
506 −24
4
47
534
510 −24
4
48
542
516 −26
4
49
549
523 −26
4
50
549
525 −24
(c)
𝑡
𝑘
𝜗
𝛽
Δ
5
6
243
243 0
5
7
351
351 0
5
8
405
405 0
5
9
483
405 −78
5
10
483
405 −78
5
11
705
550 −155
5
12
723
600 −123
5
13
723
828 105
5
14
922
890 −32
5
15
963
944 −19
5
16
963
1025 62
5
17
1117
1117 0
5
18
1167
1165 −2
5
19
1197
1190 −7
5
20
1266
1257 −9
5
21
1317
1312 −5
5
22
1346
1319 −27
5
23
1405
1387 −18
5
24
1447
1420 −27
5
25
1486
1440 −46
5
26
1521
1493 −28
5
27
1538
1527 −11
5
28
1579
1555 −24
5
29
1615
1585 −30
5
30
1647
1616 −31
5
31
1681
1643 −38
5
32
1724
1671 −53
5
33
1783
1702 −81
5
34
1783
1724 −59
5
35
1851
1748 −103
5
36
1882
1778 −104
5
37
1909
1800 −109
5
38
1937
1829 −108
5
39
1960
1851 −109
5
40
1986
1866 −120
5
41
2023
1896 −127
5
42
2046
1923 −123
5
43
2069
1940 −129
5
44
2091
2089 −2
5
45
2112
2111 −1
5
46
2130
2129 −1
5
47
2150
2149 −1
5
48
2174
2168 −6
5
49
2191
2189 −2
5
50
2213
2211 −2
(d)
𝑡
𝑘
𝜗
𝛽
Δ
6
7
729
729 0
6
8
1152
1152 0
6
9
1431
1600 169
6
10
1449
1849 400
6
11
1449
2136 687
6
12
2181
2482 301
6
13
2734
2744 10
6
14
2907
3220 313
6
15
3234
3338 104
6
16
3443
3672 229
6
17
3658
3882 224
6
18
3846
4098 252
6
19
4054
4256 202
6
20
4486
4400 −86
6
21
4678
4600 −78
6
22
4853
4732 −121
6
23
4942
4941 −1
6
24
5193
5100 −93
6
25
5257
5238 −19
6
26
5709
5380 −329
6
27
5853
5810 −43
6
28
6003
5965 −38
6
29
6150
6110 −40
6
30
6281
6250 −31
6
31
6413
6393 −20
6
32
6535
6518 −17
6
33
6656
6642 −14
6
34
6772
6760 −12
6
35
6877
6871 −6
6
36
6989
6978 −11
6
37
7092
7086 −6
6
38
7194
7187 −7
6
39
7293
7284 −9
6
40
7391
7385 −6
6
41
7490
7478 −12
6
42
7574
7569 −5
6
43
7672
7661 −11
6
44
7757
7748 −9
6
45
7845
7836 −9
6
46
7938
7928 −10
6
47
8013
8005 −8
6
48
8092
8089 −3
6
49
8179
8176 −3
6
50
8256
8253 −3