Research Article

A New Optimization Algorithm Based on Search and Rescue Operations

Table 5

Basic statistical results of 51 runs obtained by ABC, DE, GSA, TLBO, and SAR in test 1.

FunctionABCDEGSATLBOSAR
MeanStd.MeanStd.MeanStd.MeanStd.MeanStd.

f100004.00E + 003.46E − 010000
f20000000000
f3003.33E − 018.41E − 01002.73E + 032.40E + 0300
f40000000000
f5001.20E − 081.80E − 08000000
f61.22E − 031.50E − 03002.41E − 031.02E − 030000
f76.31E − 047.91E − 04004.02E − 052.61E − 040000
f83.00E − 012.33E − 013.50E − 021.44E − 011.97E + 001.98E + 009.55E − 036.40E − 021.45E − 068.87E − 06
f97.30E + 003.98E + 00003.31E − 016.48E − 010000
f102.19E − 026.46E − 032.60E − 052.24E − 055.82E − 042.60E − 045.43E − 046.39E − 046.30E − 081.28E − 07
f111.58E − 080001.80E − 0801.55E − 067.55E − 0600
f121.56E + 021.03E + 02009.40E + 017.27E + 010000
f134.08E − 015.24E − 012.12E + 011.39E + 012.25E + 011.60E + 011.03E + 024.83E + 022.73E + 002.55E + 00
f143.83E − 071.96E − 0600000000
f150000000000
f160000000000
f171.55E − 084.72E − 089.01E − 031.73E − 021.13E − 019.05E − 021.16E − 018.01E − 0200
f182.24E − 088.22E − 083.44E + 012.66E + 012.31E + 014.46E + 008.14E + 011.91E + 019.75E − 022.99E − 01
f191.32E + 026.01E + 011.41E + 033.46E + 028.08E + 033.51E + 023.18E + 035.73E + 022.63E + 001.67E + 01
f200000000000
f211.77E − 051.00E − 0400000000
f221.41E − 043.67E − 042.35E − 046.21E − 041.04E + 011.23E + 011.78E − 048.72E − 043.36E − 071.04E − 06
f230000000000
f241.42E − 061.01E − 0600001.20E + 012.47E + 0000
f253.79E − 041.58E − 031.50E − 033.72E − 031.74E + 022.26E + 011.11E + 004.49E + 0000
f26006.10E − 032.46E − 025.31E − 017.39E − 017.33E + 007.29E + 0000
f27005.98E + 024.27E + 03004.93E + 006.90E + 0000