

 Delta Heuristic Algorithm for Boolean Optimization Problems 



 ================== File name:rn50m200t7s4c50num0
 
 The number of generated feasible points: 316
 time=49977 sec/1000

 Best point:  1111110111 1111101111 1100101110 1110111101 1010110001 

 With value: 2664
 Optimal :   2664 

 ============================================================= 


 ================== File name:rn50m200t7s4c50num1
 
 The number of generated feasible points: 275
 time=48700 sec/1000

 Best point:  1111110111 1111111111 1101111010 0011100111 1111001001 

 With value: 2790
 Optimal :   2790 

 ============================================================= 


 ================== File name:rn50m200t7s4c50num2
 
 The number of generated feasible points: 279
 time=44685 sec/1000

 Best point:  1111111101 0111111011 1010111111 0111110011 0111010011 

 With value: 2680
 Optimal :   2680 

 ============================================================= 


 ================== File name:rn50m200t7s4c50num3
 
 The number of generated feasible points: 328
 time=53643 sec/1000

 Best point:  1111111110 1111111101 0110111111 1011110101 1101100001 

 With value: 2685
 Optimal :   2685 

 ============================================================= 


 ================== File name:rn50m200t7s4c50num4
 
 The number of generated feasible points: 296
 time=47302 sec/1000

 Best point:  1101111110 1111111111 1110111111 1101100100 1010010111 

 With value: 2722
 Optimal :   2722 

 ============================================================= 


 ================== File name:rn50m200t7s4c50num5
 
 The number of generated feasible points: 302
 time=47244 sec/1000

 Best point:  1011111101 1111111111 1111111000 1110111001 1010100101 

 With value: 2639
 Optimal :   2648 

 ============================================================= 


 ================== File name:rn50m200t7s4c50num6
 
 The number of generated feasible points: 309
 time=46696 sec/1000

 Best point:  1110110111 1011111100 1101111111 1111001111 1101110001 

 With value: 2746
 Optimal :   2746 

 ============================================================= 


 ================== File name:rn50m200t7s4c50num7
 
 The number of generated feasible points: 280
 time=48579 sec/1000

 Best point:  1111110111 1111111110 1111010011 1111101011 1010100101 

 With value: 2679
 Optimal :   2679 

 ============================================================= 


 ================== File name:rn50m200t7s4c50num8
 
 The number of generated feasible points: 312
 time=44433 sec/1000

 Best point:  1101101111 1111111111 1111101011 1100011111 0010011011 

 With value: 2846
 Optimal :   2846 

 ============================================================= 


 ================== File name:rn50m200t7s4c50num9
 
 The number of generated feasible points: 309
 time=51034 sec/1000

 Best point:  0111111110 1011111111 1111101110 1111110111 0101000101 

 With value: 2618
 Optimal :   2617 

 ============================================================= 


 ================== File name:rn50m200t7s4c50num10
 
 The number of generated feasible points: 287
 time=49686 sec/1000

 Best point:  1111111111 1111111111 1110111100 1110001101 1001000011 

 With value: 6365
 Optimal :   6365 

 ============================================================= 


 ================== File name:rn50m200t7s4c50num11
 
 The number of generated feasible points: 341
 time=47409 sec/1000

 Best point:  1111111010 1111111011 1110111110 0111010100 0111101111 

 With value: 5336
 Optimal :   5335 

 ============================================================= 


 ================== File name:rn50m200t7s4c50num12
 
 The number of generated feasible points: 329
 time=50413 sec/1000

 Best point:  1111111111 1111001111 1101111110 1111010111 0100100001 

 With value: 5978
 Optimal :   6071 

 ============================================================= 


 ================== File name:rn50m200t7s4c50num13
 
 The number of generated feasible points: 291
 time=42719 sec/1000

 Best point:  1110111110 1111111111 1101011111 1111111011 0010000001 

 With value: 5971
 Optimal :   6011 

 ============================================================= 


 ================== File name:rn50m200t7s4c50num14
 
 The number of generated feasible points: 328
 time=49422 sec/1000

 Best point:  1111111111 1011101101 0111101010 1111111001 0101101011 

 With value: 6013
 Optimal :   6092 

 ============================================================= 


 ================== File name:rn50m200t7s4c50num15
 
 The number of generated feasible points: 316
 time=47506 sec/1000

 Best point:  1101111110 1100111111 1111111111 1111111100 0101100001 

 With value: 5747
 Optimal :   5747 

 ============================================================= 


 ================== File name:rn50m200t7s4c50num16
 
 The number of generated feasible points: 299
 time=45321 sec/1000

 Best point:  1111111111 1011111111 0000101110 1001110111 1110011011 

 With value: 5345
 Optimal :   5390 

 ============================================================= 


 ================== File name:rn50m200t7s4c50num17
 
 The number of generated feasible points: 306
 time=49947 sec/1000

 Best point:  1111111111 1111011111 1100110100 1111111001 0011011011 

 With value: 5764
 Optimal :   5764 

 ============================================================= 


 ================== File name:rn50m200t7s4c50num18
 
 The number of generated feasible points: 312
 time=44392 sec/1000

 Best point:  1111111111 1111111111 1001111101 0011011111 1000010001 

 With value: 6010
 Optimal :   6060 

 ============================================================= 


 ================== File name:rn50m200t7s4c50num19
 
 The number of generated feasible points: 315
 time=45604 sec/1000

 Best point:  1111111111 1111101101 0110111101 0111011011 1100110101 

 With value: 5754
 Optimal :   5815 

 ============================================================= 


 ======================= Performance Statistics ====================== 

Number of variables = 50 
Number of terms     = 200 
Number of problems  = 20 

Number of iterations = 500 

Best point found by heuristic .... 
Average Quality (/100 of optimal) = 99.68 
Worst   Quality                   = 98.47 
Best    Quality                   = 100.04 
Standard Deviation                = 0.51 

Time to find best point .... 
Average Time (sec/1000) = 16602 
Worst   Time            = 40980 
Best    Time            = 332 
Standard Deviation      = 12248 

Best point found was feasible point/iteration number.... 
Average Feasible/Iteration    = 134 / 203 
Worst   Feasible/Iteration    = 283 / 459
Best    Feasible/Iteration    = 3 / 3
Standard Deviations           = 85 / 137 

 Total time to completion .... 
Average Time (sec/1000) = 47735 
Worst   Time            = 53643 
Best    Time            = 42719 
Standard Deviation      = 2712 

Total number of feasible points generated .... 
Average Number     = 306 
Worst   Number     = 275 
Best    Number     = 341 
Standard Deviation = 18 

