Harmony Research Optimization Technique

HMS 10
ND 5
PAR 0.45
HMCR 0.95
Number of Iterations 100000
Variables Lower Upper Segment x iter f(x)
X1 0 3.141593 100 2.20292 100000 -4.6877
X2 0 3.141593 100 1.57081
X3 0 3.141593 100 1.28499
X4 0 3.141593 100 1.92304
X5 0 3.141593 100 1.72048

,Iteration Best f(x) Mean f(x) Worst f(x)
11 -2.3938 -1.521782 -0.568949
14 -2.4054 -1.77244 -1.142903




Objective Funtion Value
30 -3.0445 -2.273357 -1.932292
54 -3.3862 -2.600186 -2.316887
0.00
61 -3.4192 -2.916115 -2.405377
91 -0.50
-3.4514 -3.344582 -3.182224
98 -3.7386 -3.401301 -3.216338
112 -1.00
-3.8169 -3.502689 -3.367834
115 -3.9886 -3.581604 -3.386212
-1.50
120 -4.0638 -3.790143 -3.419246
126 -2.00
-4.1468 -3.93088 -3.734525
128 -4.1739 -3.974414 -3.738573
132 -2.50
-4.3038 -4.030665 -3.776189
142 -4.3407 -4.164874 -3.987462
143 -3.00
-4.3629 -4.202303 -3.988593
160 -4.4446 -4.311935 -4.22815
-3.50
170 -4.4675 -4.343719 -4.261753
226 -4.00
-4.4679 -4.448211 -4.422356
235 -4.4891 -4.458028 -4.42543
237 -4.50
-4.4922 -4.463951 -4.433016
251 -4.508 -4.47603 -4.458421
259 -5.00
-4.5082 -4.485943 -4.46465
10 100 1000
264 -4.5092 -4.490361 -4.465014
Number of Generations
268 -4.5152 -4.499579 -4.482272
276 -4.5304 -4.504316 -4.482993 Best f(x) Mean f(x) Worst f(x)
399 -4.5315 11:26:16 -4.517459
491 -4.5318 -4.529392 -4.526601
520 -4.5345 -4.530219 -4.527558
547 -4.5348 -4.532174 -4.529563
720 -4.5349 -4.534379 -4.533409
731 -4.5353 -4.534693 -4.534195
753 -4.5361 -4.534988 -4.534532
781 -4.5369 -4.53532 -4.534777
1409 -4.5371 -4.536873 -4.53669
1712 -4.5371 -4.536965 -4.536875

,1737 -4.5371 -4.536992 -4.536882
1770 -4.5943 -4.542758 -4.536903
1784 -4.6534 -4.554405 -4.536912
1793 -4.6584 -4.60749 -4.537125
1861 -4.6596 -4.647466 -4.630538
1913 -4.6749 -4.65521 -4.647684
1951 -4.6784 -4.666936 -4.654364
1970 -4.6846 -4.671102 -4.664051
2177 -4.6858 -4.682783 -4.680596
2207 -4.6862 -4.683503 -4.681138
2407 -4.6863 -4.685919 -4.685493
2531 -4.6863 -4.686067 -4.685851
2541 -4.6871 -4.686275 -4.68588
2699 -4.6875 -4.686582 -4.686286
3366 -4.6875 -4.687505 -4.687453
3410 -4.6875 -4.687512 -4.687477
3433 -4.6876 -4.687524 -4.687492
3533 -4.6876 -4.687547 -4.687509
3587 -4.6876 -4.687554 -4.687513
3639 -4.6876 -4.687561 -4.687515
3812 -4.6876 -4.687565 -4.687544
3818 -4.6876 -4.687568 -4.687546
3823 -4.6876 -4.687572 -4.687546
3851 -4.6876 -4.687575 -4.687546
3852 -4.6876 -4.687579 -4.687546
3912 -4.6876 -4.687582 -4.687551
3922 -4.6876 -4.687582 -4.687582
3948 -4.6876 -4.687582 -4.687582
3966 -4.6876 -4.687582 -4.687582
3971 -4.6876 -4.687582 -4.687582
3987 -4.6876 -4.687582 -4.687582
4022 -4.6876 -4.687582 -4.687582
4034 -4.6876 -4.687582 -4.687582
4043 -4.6876 -4.687582 -4.687582
4045 -4.6876 -4.687582 -4.687582
4051 -4.6876 -4.687582 -4.687582

, 4075 -4.6876 -4.687582 -4.687582
4124 -4.6876 -4.687582 -4.687582
4143 -4.6876 -4.687582 -4.687582
4147 -4.6876 -4.687582 -4.687582
4214 -4.6876 -4.687582 -4.687582
4220 -4.6876 -4.687582 -4.687582
4221 -4.6876 -4.687582 -4.687582
4229 -4.6876 -4.687582 -4.687582
4235 -4.6876 -4.687582 -4.687582
4267 -4.6876 -4.687582 -4.687582
4275 -4.6876 -4.687582 -4.687582
4276 -4.6876 -4.687582 -4.687582
4288 -4.6876 -4.687582 -4.687582
4289 -4.6876 -4.687582 -4.687582
4344 -4.6876 -4.687582 -4.687582
4406 -4.6876 -4.687582 -4.687582
4414 -4.6876 -4.687582 -4.687582
4421 -4.6876 -4.687584 -4.687582
4512 -4.6876 -4.687589 -4.687582
4525 -4.6876 -4.687592 -4.687582
4574 -4.6876 -4.687595 -4.687582
4637 -4.6876 -4.687597 -4.687582
4729 -4.6876 -4.687602 -4.687582
4915 -4.6876 -4.687607 -4.687582
4995 -4.6876 -4.687607 -4.687605
5011 -4.6876 -4.687608 -4.687605
5039 -4.6876 -4.687608 -4.687605
5042 -4.6876 -4.687608 -4.687606
5074 -4.6876 -4.687608 -4.687608
5091 -4.6876 -4.687608 -4.687608
5100 -4.6876 -4.687608 -4.687608
5116 -4.6876 -4.687608 -4.687608
5119 -4.6876 -4.687608 -4.687608
5165 -4.6876 -4.687608 -4.687608
5184 -4.6876 -4.687608 -4.687608
5185 -4.6876 -4.687608 -4.687608