Research Article

An Aggressive Cuckoo Search Algorithm for Optimum Power Allocation in a CDMA-Based Cellular Network

Table 4

Optimization results for ablation experiment.

FunctionCuckoo search algorithm variant
With increasing step sizeWith decreasing step size

F1Mean9.1727 E − 089.9413 E − 08
Std. deviation4.6146 E − 084.3413 E − 08

F2Mean5.5501 E − 053.0945 E − 05
Std. deviation1.6182 E − 051.0957 E − 05

F3Mean8.7521 E + 009.2051 E + 00
Std. deviation3.2950 E + 003.2103 E + 00

F4Mean6.0963 E − 016.4898 E − 01
Std. deviation8.7436 E − 021.0937 E − 01

F5Mean1.0882 E + 011.1213 E + 01
Std. deviation1.7445 E + 001.4061 E + 00

F6Mean9.1427 E − 081.0865 E − 07
Std. deviation3.6420 E − 085.1097 E − 08

F7Mean1.3694 E − 021.3638 E − 02
Std. deviation6.1983 E − 033.3336 E − 03

F8Mean−4.5028 E + 03−4.5898 E + 03
Std. deviation2.6909 E + 021.7075 E + 02

F9Mean3.6834 E + 013.1332 E + 01
Std. deviation8.5542 E + 008.2324 E + 00

F10Mean3.7197 E − 039.6193 E − 03
Std. deviation2.7807 E − 036.5831 E − 03

F11Mean4.7514 E − 023.9768 E − 02
Std. deviation4.9314 E − 023.5430 E − 02

F12Mean1.7433 E − 052.4992 E − 05
Std. deviation3.3108 E − 055.4847 E − 05

F13Mean1.8434 E − 063.5573 E − 06
Std. deviation1.2647 E − 063.0531 E − 06

F14Mean9.9800 E − 019.9800 E − 01
Std. deviation2.2984 E − 162.2984 E − 16

F15Mean3.3698 E − 043.2268 E − 04
Std. deviation4.1346 E − 052.1580 E − 05

F16Mean−1.0316 E + 00−1.0316 E + 00
Std. deviation4.5968 E − 164.5968 E − 16

F17Mean3.9789 E − 013.9789 E − 01
Std. deviation5.7460 E − 175.7460 E − 17

F18Mean3.0000 E + 003.0000 E + 00
Std. deviation0.0000 E + 000.0000 E + 00

F19Mean−3.8628 E + 00−3.8628 E + 00
Std. deviation0.0000 E + 000.0000 E + 00

F20Mean−3.3220 E + 00−3.3220 E + 00
Std. deviation9.1935 E − 169.1935 E − 16

F21Mean−1.0153 E + 01−1.0153 E + 01
Std. deviation0.0000 E + 000.0000 E + 00

F22Mean−1.0403 E + 01−1.0403 E + 01
Std. deviation0.0000 E + 000.0000 E + 00

F23Mean−1.0536 E + 01−1.0536 E + 01
Std. deviation0.0000 E + 000.0000 E + 00