Research Article
A Genetic Algorithm and Fuzzy Logic Approach for Video Shot Boundary Detection
Table 7
First generation data of GA.
| |
Sl. number | String | Decimal value | Base value | Membership function value range | Fitness value | | | | | | | | | | | Negligible | Small | Significant | Large | Huge |
| | 1 | 011110
010101
011010
000001
010010 | 30 | 21 | 26 | 1 | 18 | 3.428571 | 3.000000 | 3.238095 | 2.047619 | 2.857143 | 0.000000 to 3.428571 | 2.428571 to 5.428571 | 3.928571 to 7.166667 | 5.666667 to 7.714286 | 7.142857 to 10.000000 | 218.243694 |
| | 2 | 011000
101001
001000
010100
010001 | 24 | 41 | 8 | 20 | 17 | 3.142857 | 3.952381 | 2.380952 | 2.952381 | 2.809524 | 0.000000 to 3.142857 | 2.142857 to 6.095238 | 4.595238 to 6.976190 | 5.476190 to 8.428571 | 7.190476 to 10.000000 | 189.100768 |
| | 3 | 000100
010110
101011
111101
100101 | 4 | 22 | 43 | 61 | 37 | 2.190476 | 3.047619 | 4.047619 | 4.904762 | 3.761905 | 0.000000 to 2.190476 | 1.190476 to 4.238095 | 2.738095 to 6.785714 | 5.285714 to 10.190476 | 6.238095 to 10.000000 | 182.306569 |
| | 4 | 111011
001000
101101
110010
110001 | 59 | 8 | 45 | 50 | 49 | 4.809524 | 2.380952 | 4.142857 | 4.380952 | 4.333333 | 0.000000 to 4.809524 | 3.809524 to 6.190476 | 4.690476 to 8.833333 | 7.333333 to 11.714286 | 5.666667 to 10.000000 | 174.342243 |
| | 5 | 110011
101010
100000
011000
110111 | 51 | 42 | 32 | 24 | 55 | 4.428571 | 4.000000 | 3.523810 | 3.142857 | 4.619048 | 0.000000 to 4.428571 | 3.428571 to 7.428571 | 5.928571 to 9.452381 | 7.952381 to 11.095238 | 5.380952 to 10.000000 | 144.445258 |
| | 6 | 101110
101101
001011
001001
101011 | 46 | 45 | 11 | 9 | 43 | 4.190476 | 4.142857 | 2.523810 | 2.428571 | 4.047619 | 0.000000 to 4.190476 | 3.190476 to 7.333333 | 5.833333 to 8.357143 | 6.857143 to 9.285714 | 5.952381 to 10.000000 | 144.180334 |
| | 7 | 110010
001011
100100
100011
000111 | 50 | 11 | 36 | 35 | 7 | 4.380952 | 2.523810 | 3.714286 | 3.666667 | 2.333333 | 0.000000 to 4.380952 | 3.380952 to 5.904762 | 4.404762 to 8.119048 | 6.619048 to 10.285714 | 7.666667 to 10.000000 | 142.464198 |
| | 8 | 101110
100010
110110
111011
001100 | 46 | 34 | 54 | 59 | 12 | 4.190476 | 3.619048 | 4.571429 | 4.809524 | 2.571429 | 0.000000 to 4.190476 | 3.190476 to 6.809524 | 5.309524 to 9.880952 | 8.380952 to 13.190476 | 7.428571 to 10.000000 | 123.074104 |
| | 9 | 111001
111010
101011
010010
111100 | 57 | 58 | 43 | 18 | 60 | 4.714286 | 4.761905 | 4.047619 | 2.857143 | 4.857143 | 0.000000 to 4.714286 | 3.714286 to 8.476190 | 6.976190 to 11.023810 | 9.523810 to 12.380952 | 5.142857 to 10.000000 | 59.725061 |
| | 10 | 110110
111001
000100
011101
000111 | 54 | 57 | 4 | 29 | 7 | 4.571429 | 4.714286 | 2.190476 | 3.380952 | 2.333333 | 0.000000 to 4.571429 | 3.571429 to 8.285714 | 6.785714 to 8.976190 | 7.476190 to 10.857143 | 7.666667 to 10.000000 | 51.660022 |
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